{"task":"Use Datalens","agent":"codex","constraints":{"max_risk":"medium","needs_install_command":true,"min_stars":0},"feedback":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","outcome_api":"https://www.openagentskill.com/api/agent/outcome","method":"POST","selected_skill_slug":"datalens-tech-datalens","selected_skill_name":"Datalens","alternative_skill_slugs":[],"expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"report_after":["After trying the selected skill, report whether it solved the task.","Mark blocked_by_risk when audit, license, credentials, shell, or network risk prevents safe use.","Mark setup_required when the skill looks relevant but needs missing keys, data, or manual configuration.","Mark not_relevant when the selected skill does not match the task after inspection.","Include output_quality, error_type, workspace, human_review_required, evidence_url, and time_to_useful_ms when available."],"json_example":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7\" --skill \"datalens-tech-datalens\" --task \"Use Datalens\" --agent \"codex\" --outcome success"},"agent_feedback_loop":{"version":"openagentskill-agent-feedback-loop-v3","status":"active","purpose":"Report the result of one resolved skill run so Trust Score v5 and future Resolve rankings learn from real use.","event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","selected_skill_slug":"datalens-tech-datalens","selected_skill_name":"Datalens","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","idempotency":"Retrying the same event_id updates the previous outcome.","dry_run":{"supported":true,"instruction":"Set dry_run=true to validate a payload before wiring a new agent integration."},"expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"error_types":["install_failed","runtime_error","not_relevant","permission_blocked","risk_blocked","setup_required","low_quality_output","missing_dependency","timeout","other"],"workspaces":["sandbox","local","ci","production","unknown"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url"],"payload_template":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7\" --skill \"datalens-tech-datalens\" --task \"Use Datalens\" --agent \"codex\" --outcome success","ranking_inputs_updated":["Trust Score v5 outcome confidence","Resolve ranking outcome evidence","Skill detail outcome signal block","Outcome leaderboard"]},"install_receipt":{"version":"openagentskill-install-receipt-v1","receipt_id":"receipt_d3e15177-8f7b-487f-92d2-60fa020657f7","resolve_event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","generated_at":"2026-08-22T19:06:36.065Z","task":"Use Datalens","agent":"codex","constraints":{"max_risk":"medium","needs_install_command":true,"min_stars":0},"urls":{"web":"https://www.openagentskill.com/resolve?task=Use+Datalens&agent=codex&max_risk=medium","json":"https://www.openagentskill.com/api/agent/receipt?task=Use+Datalens&agent=codex&max_risk=medium","text":"https://www.openagentskill.com/api/agent/receipt?task=Use+Datalens&agent=codex&max_risk=medium&format=text","resolve_json":"https://www.openagentskill.com/api/agent/resolve?task=Use+Datalens&agent=codex&max_risk=medium","resolve_text":"https://www.openagentskill.com/api/agent/resolve?task=Use+Datalens&agent=codex&max_risk=medium&format=text"},"selected_skill":{"slug":"datalens-tech-datalens","name":"Datalens","description":"A modern, scalable analytics system","category":"data-analysis","url":"https://www.openagentskill.com/skills/datalens-tech-datalens","api_url":"https://www.openagentskill.com/api/agent/skills/datalens-tech-datalens","audit_url":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit","eval_url":"https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium","install_api_url":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install","repository":"https://github.com/datalens-tech/datalens"},"install":{"command":"npx skills add datalens-tech/datalens","target":"codex","label":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Datalens\" agent skill from https://github.com/datalens-tech/datalens. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","ready":true,"policy":"review","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"blocked":false},"decision":{"recommendation":"Review the audit page, then allow agent install in a sandboxed workflow.","why_selected":["Matches task terms: datalens","Useful GitHub adoption: 1,689 stars","Install handoff is available","Repository freshness signal is available","Registry match score 30","Primary pick for Research agents","44/100 Trust Score","27/100 Agent Proven Score"],"suited_tasks":["Research agents workflows","general agent builders","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Load tabular data","Calculate trends"],"suited_agents":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"trust":{"score":44,"label":"Do not auto-install","version":"trust-score-v5","base_score":65,"outcome_confidence":0.5,"outcome_signal":"Needs agent review: 33.3% success from 3 agent outcomes","outcome_total":3,"outcome_success_rate":33.3,"decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["44/100 Trust Score v5","65/100 Trust Score v4 baseline","Needs agent review: 33.3% success from 3 agent outcomes; outcome confidence 50%","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"outcome_loop":{"version":"openagentskill-agent-outcome-v3","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]}},"agent_proven":{"score":27,"label":"Needs agent review","summary":"Needs agent review: 3 outcomes, 33% success, Agent Proven Score 27/100.","metrics":{"totalOutcomes":3,"successRate":33.3,"recentSuccessRate":33.3,"recentFailureRate":66.7,"installAttempts":1,"installSuccessRate":100,"riskBlocked":0,"setupRequired":0,"avgOutputQuality":null,"productionOutcomes":0}},"risk":{"level":"Safe to try","safety_tier":"Reviewed","safety_score":73,"audit_score":89,"notes":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Safe-to-try audit","73/100 agent safety score"],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported"],"minimum_review_before_use":["Trust: 65/100 Manual review","Audit: 89/100 Safe to try","Safety: 73/100 Review before install","Review repository, license, install command, and permission surface before production use."]},"alternatives":[],"outcome_feedback":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."},"dry_run_payload":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow.","dry_run":true},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7\" --skill \"datalens-tech-datalens\" --task \"Use Datalens\" --agent \"codex\" --outcome success","instruction":"After one narrow sandbox run, report success, failed, not_relevant, blocked_by_risk, or setup_required so Trust Score v5 and future agent rankings learn from real usage."},"next_steps":["Read the audit page: https://www.openagentskill.com/skills/datalens-tech-datalens/audit","Fetch the pre-install eval: https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium","Do not auto-install yet. Ask for human review before running: npx skills add datalens-tech/datalens","Run one narrow task with no production secrets or irreversible side effects.","Report the result to https://www.openagentskill.com/api/agent/outcome using event_id resolve_d3e15177-8f7b-487f-92d2-60fa020657f7."],"stable_fields":["receipt_id","selected_skill","install","trust","risk","alternatives","outcome_feedback","next_steps"],"freshness_policy":"Re-resolve before production use or after 24 hours to refresh trust, audit, and outcome signals."},"recommendation":{"task":"Use Datalens","agent":"codex","best_skill":{"slug":"datalens-tech-datalens","name":"Datalens","description":"A modern, scalable analytics system","category":"data-analysis","url":"https://www.openagentskill.com/skills/datalens-tech-datalens","api_url":"https://www.openagentskill.com/api/agent/skills/datalens-tech-datalens","audit_url":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit","eval_url":"https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium","repository":"https://github.com/datalens-tech/datalens"},"install":{"command":"npx skills add datalens-tech/datalens","target":"codex","label":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Datalens\" agent skill from https://github.com/datalens-tech/datalens. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","install_api":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install","ready":true,"review_required":true,"auto_install_allowed":false,"policy":"review"},"why_recommended":["Matches task terms: datalens","Useful GitHub adoption: 1,689 stars","Install handoff is available","Repository freshness signal is available","Registry match score 30","Primary pick for Research agents","44/100 OpenAgentSkill Trust Score v5","89/100 audit score"],"trust_score_v5":{"score":44,"base_score":65,"outcome_confidence":0.5,"tier":"risk","label":"Do not auto-install","version":"trust-score-v5","install_policy":"human_review_before_install","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["44/100 Trust Score v5","65/100 Trust Score v4 baseline","Needs agent review: 33.3% success from 3 agent outcomes; outcome confidence 50%","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 113 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/datalens-tech/datalens","install":"npx skills add datalens-tech/datalens","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Thin public metadata","agentOutcomes":"Needs agent review: 33.3% success from 3 agent outcomes","agentProvenScore":27,"outcomeConfidence":"50%","installPolicy":"human_review_before_install"},"agent_compatibility":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"risk":{"level":"medium","label":"Review before production","notes":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomes":{"total":3,"successes":1,"failures":2,"notRelevant":0,"successRate":33.3,"installAttempts":1,"riskBlocked":0,"setupRequired":0,"installSuccessRate":100,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":33.3,"recentFailureRate":66.7,"uniqueAgents":1,"agentProvenScore":27,"agentProvenLabel":"Needs agent review","lastOutcomeAt":"2026-08-13T13:42:09.291731+00:00","label":"Needs agent review: 33.3% success from 3 agent outcomes"},"auto_install":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v3","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["data-analysis","business-intelligence","analytics","data","bi","dashboards"],"suited_agents":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add datalens-tech/datalens","trust_score":44,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"best_for":["data-analysis","business-intelligence","analytics","data","bi","dashboards"],"do_not_use_for":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"known_risks":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Agent Proven outcomes: Needs agent review: 33.3% success from 3 agent outcomes"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":65,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"score":65,"tier":"review","label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 113 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/datalens-tech/datalens","install":"npx skills add datalens-tech/datalens","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Thin public metadata","agentOutcomes":"Needs agent review: 33.3% success from 3 agent outcomes"},"agent_compatibility":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"risk":{"level":"medium","label":"Review before production","notes":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomes":{"total":3,"successes":1,"failures":2,"notRelevant":0,"successRate":33.3,"installAttempts":1,"riskBlocked":0,"setupRequired":0,"installSuccessRate":100,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":33.3,"recentFailureRate":66.7,"uniqueAgents":1,"agentProvenScore":27,"agentProvenLabel":"Needs agent review","lastOutcomeAt":"2026-08-13T13:42:09.291731+00:00","label":"Needs agent review: 33.3% success from 3 agent outcomes"},"auto_install":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Recent agent outcomes require review before automatic installation."},"best_for":["data-analysis","business-intelligence","analytics","data","bi","dashboards"],"do_not_use_for":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"known_risks":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Agent Proven outcomes: Needs agent review: 33.3% success from 3 agent outcomes"]},"trust_score_v3":{"score":65,"tier":"review","label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 113 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/datalens-tech/datalens","install":"npx skills add datalens-tech/datalens","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Thin public metadata","agentOutcomes":"Needs agent review: 33.3% success from 3 agent outcomes"},"agent_compatibility":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"risk":{"level":"medium","label":"Review before production","notes":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},"trust_score_v2":{"score":65,"tier":"review","label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 113 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/datalens-tech/datalens","install":"npx skills add datalens-tech/datalens","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Thin public metadata","agentOutcomes":"Needs agent review: 33.3% success from 3 agent outcomes"},"agent_compatibility":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"risk":{"level":"medium","label":"Review before production","notes":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},"risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"73/100 Review before install","trust":"65/100 Manual review","notes":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported"]},"safety_gate":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","reasons":["Safe-to-try audit","73/100 agent safety score"]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"datalens-tech-datalens","name":"Datalens","description":"A modern, scalable analytics system","category":"data-analysis","url":"https://www.openagentskill.com/skills/datalens-tech-datalens","repository":"https://github.com/datalens-tech/datalens","github_repo":"datalens-tech/datalens"},"suited_tasks":["Research agents workflows","general agent builders","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Load tabular data","Calculate trends"],"suited_agents":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add datalens-tech/datalens","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install datalens-tech-datalens"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Datalens\" agent skill from https://github.com/datalens-tech/datalens. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Datalens\" as a Claude Code skill from https://github.com/datalens-tech/datalens. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Datalens\" from https://github.com/datalens-tech/datalens into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/datalens-tech-datalens"},"trust":{"score":65,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 113 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/datalens-tech/datalens","install":"npx skills add datalens-tech/datalens","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Thin public metadata","agentOutcomes":"Needs agent review: 33.3% success from 3 agent 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outcomes"]},"agent_proven":{"version":"agent-proven-v1","score":27,"tier":"review","label":"Needs agent review","summary":"Needs agent review: 3 outcomes, 33% success, Agent Proven Score 27/100.","metrics":{"totalOutcomes":3,"successfulOutcomes":1,"failedOutcomes":2,"installAttempts":1,"installSuccessRate":100,"successRate":33.3,"recentSuccessRate":33.3,"recentFailureRate":66.7,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":1,"lastOutcomeAt":"2026-08-13T13:42:09.291731+00:00"},"signals":["33% all-time success","33% recent success","1 install attempt","1 agent surface"],"penalties":["2 failed runs"]},"audit":{"score":89,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md 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workflow.","install_policy":"review","minimum_review_before_use":["Trust: 65/100 Manual review","Audit: 89/100 Safe to try","Safety: 73/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"datalens-tech-datalens (Datalens)","install_command":"npx skills add datalens-tech/datalens","risk_summary":"Safe to try; Reviewed; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/datalens-tech-datalens","api":"https://www.openagentskill.com/api/agent/skills/datalens-tech-datalens","audit":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Datalens&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Datalens&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install","manifest":"https://www.openagentskill.com/api/registry/manifest/datalens-tech-datalens"}},"agent_contract":{"version":"openagentskill-resolve-contract-v2","input_task":"Use Datalens","recommended_skill_slug":"datalens-tech-datalens","recommended_skill_name":"Datalens","install_command":"npx skills add 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before production use."],"expected_agent_output":{"selected_skill":"datalens-tech-datalens (Datalens)","install_command":"npx skills add datalens-tech/datalens","risk_summary":"Safe to try; Reviewed; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"supply_asset":{"track":{"slug":"data","label":"Data, BI, and analytics","shortLabel":"Data","description":"CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis."},"scenario":{"label":"Data analysis","description":"I need my agent to analyze CSV data, produce insights, and explain trends.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"data-analysis","title":"Data analysis"},{"slug":"github-automation","title":"GitHub automation"}]},"maintenance":{"status":"active","label":"2mo since 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requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"status":"pass","detail":"1.7K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":77,"status":"info","detail":"1.7K stars, 113 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"status":"pass","detail":"2mo since push"},{"id":"license","label":"License clarity","score":86,"status":"pass","detail":"Apache-2.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":50,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"status":"pass","detail":"database surface"},{"id":"installability","label":"Install availability","score":92,"status":"pass","detail":"npx skills add datalens-tech/datalens"},{"id":"install_safety","label":"Install command safety","score":92,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":88,"status":"pass","detail":"database access"},{"id":"repository","label":"Repository evidence","score":86,"status":"pass","detail":"https://github.com/datalens-tech/datalens"},{"id":"review_status","label":"Review status","score":88,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":27,"status":"fail","detail":"Needs agent review: 33.3% success from 3 agent outcomes"}]},"risk":{"level":"Safe to try","audit_label":"Safe to try","safety":"73/100 Review before install","trust":"65/100 Manual review","safety_tier":"Reviewed","notes":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported"],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported"],"minimum_review_before_use":["Trust: 65/100 Manual review","Audit: 89/100 Safe to try","Safety: 73/100 Review before install","Review repository, license, install command, and permission surface before production use."]},"alternatives":[],"outcome_feedback":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7\" --skill \"datalens-tech-datalens\" --task \"Use Datalens\" --agent \"codex\" --outcome success"},"next_agent_action":"Ask for human approval or choose a safer alternative before installing.","stable_fields":["decision_packet.selected_skill","decision_packet.install","decision_packet.risk.do_not_use_when","decision_packet.alternatives","decision_packet.outcome_feedback","decision_packet.trust.decision"]},"agent_instruction":"Use Datalens for: Use Datalens\nReview audit: https://www.openagentskill.com/skills/datalens-tech-datalens/audit\nAsk for human approval before installing: npx skills add datalens-tech/datalens\nIf the audit or policy warnings are unacceptable, choose one of the alternatives."},"recommendation_lanes":{"best_match":{"rank":1,"match_score":30,"raw_match_score":105.1,"semantic_relevance":30,"skill":{"slug":"datalens-tech-datalens","name":"Datalens","description":"A modern, scalable analytics 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ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Apache-2.0","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":65,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"1.7K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":77,"weight":0.08,"status":"info","detail":"1.7K stars, 113 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"2mo since push"},{"id":"license","label":"License 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status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":27,"weight":0.13,"status":"fail","detail":"Needs agent review: 33.3% success from 3 agent outcomes"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"1.7K GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"1.7K stars, 113 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"2mo since push"},{"status":"pass","label":"License clarity","detail":"Apache-2.0"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"database surface"},{"status":"pass","label":"Install availability","detail":"npx skills add datalens-tech/datalens"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"database access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/datalens-tech/datalens"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"fail","label":"Agent Proven outcomes","detail":"Needs agent review: 33.3% success from 3 agent outcomes"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"fail","label":"Agent outcomes","detail":"Needs agent review: 33.3% success from 3 agent outcomes"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Agent Proven evidence available: Needs agent review: 33.3% success from 3 agent 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agent review: 33.3% success from 3 agent outcomes"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Recent agent outcomes require review before automatic installation."},"bestFor":["data-analysis","business-intelligence","analytics","data","bi","dashboards"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Agent Proven outcomes: Needs agent review: 33.3% success from 3 agent outcomes"]},"trust_v5":{"version":"trust-score-v5","score":44,"base_score":65,"outcome_confidence":0.5,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.","recommendedAction":"Choose a stronger alternative or inspect the source manually before any install attempt.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["44/100 Trust Score v5","65/100 Trust Score v4 baseline","Needs agent review: 33.3% success from 3 agent outcomes; outcome confidence 50%","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private 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outcomes"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"fail","label":"Agent outcomes","detail":"Needs agent review: 33.3% success from 3 agent outcomes"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Agent Proven evidence available: Needs agent review: 33.3% success from 3 agent outcomes","Outcome confidence 50% from 3 report(s)"],"warnings":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Agent Proven outcomes: Needs agent review: 33.3% success from 3 agent outcomes","Human review required before unattended installation"],"evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 113 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/datalens-tech/datalens","install":"npx skills add datalens-tech/datalens","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Thin public metadata","agentOutcomes":"Needs agent review: 33.3% success from 3 agent outcomes","agentProvenScore":27,"outcomeConfidence":"50%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add datalens-tech/datalens","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","Needs agent review (27/100 Agent Proven)","2mo since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":3,"successes":1,"failures":2,"notRelevant":0,"successRate":33.3,"installAttempts":1,"riskBlocked":0,"setupRequired":0,"installSuccessRate":100,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":33.3,"recentFailureRate":66.7,"uniqueAgents":1,"agentProvenScore":27,"agentProvenLabel":"Needs agent review","lastOutcomeAt":"2026-08-13T13:42:09.291731+00:00","label":"Needs agent review: 33.3% success from 3 agent outcomes"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v3","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["data-analysis","business-intelligence","analytics","data","bi","dashboards"],"suited_agents":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add datalens-tech/datalens","trust_score":44,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["data-analysis","business-intelligence","analytics","data","bi","dashboards"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Agent Proven outcomes: Needs agent review: 33.3% success from 3 agent outcomes"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":65,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"agent_proven":{"version":"agent-proven-v1","score":27,"tier":"review","label":"Needs agent review","summary":"Needs agent review: 3 outcomes, 33% success, Agent Proven Score 27/100.","metrics":{"totalOutcomes":3,"successfulOutcomes":1,"failedOutcomes":2,"installAttempts":1,"installSuccessRate":100,"successRate":33.3,"recentSuccessRate":33.3,"recentFailureRate":66.7,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":1,"lastOutcomeAt":"2026-08-13T13:42:09.291731+00:00"},"signals":["33% all-time success","33% recent success","1 install attempt","1 agent surface"],"penalties":["2 failed runs"]},"audit":{"audit_score":89,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety":{"score":73,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","summary":"Good audit and safety signals with no high-risk permission hints in public metadata.","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","auto_install_policy":"review","reasons":["Safe-to-try audit","73/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"safe_to_try","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["Documentation summary is thin"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","reasons":["Safe-to-try audit","73/100 agent safety score"]},"decision":{"readiness_score":100,"readiness_label":"Production-ready","headline":"Primary pick for Research agents","role":"Primary pick","best_for":["Research agents workflows","general agent builders","teams that value GitHub adoption signals"],"risks":["No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Research agents task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add datalens-tech/datalens","value":"Install the \"Datalens\" agent skill from https://github.com/datalens-tech/datalens. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review Datalens trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install datalens-tech-datalens","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Datalens\" agent skill from https://github.com/datalens-tech/datalens. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"Datalens\" as a Claude Code skill from https://github.com/datalens-tech/datalens. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"Datalens\" from https://github.com/datalens-tech/datalens into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"datalens-tech-datalens","name":"Datalens","description":"A modern, scalable analytics system","category":"data-analysis","url":"https://www.openagentskill.com/skills/datalens-tech-datalens","repository":"https://github.com/datalens-tech/datalens","github_repo":"datalens-tech/datalens"},"suited_tasks":["Research agents workflows","general agent builders","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Load tabular data","Calculate trends"],"suited_agents":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add datalens-tech/datalens","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install datalens-tech-datalens"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Datalens\" agent skill from https://github.com/datalens-tech/datalens. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Datalens\" as a Claude Code skill from https://github.com/datalens-tech/datalens. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Datalens\" from https://github.com/datalens-tech/datalens into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/datalens-tech-datalens"},"trust":{"score":65,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 113 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/datalens-tech/datalens","install":"npx skills add datalens-tech/datalens","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Thin public metadata","agentOutcomes":"Needs agent review: 33.3% success from 3 agent outcomes"},"outcome_evidence":{"total":3,"successes":1,"failures":2,"not_relevant":0,"success_rate":33.3,"recent_success_rate":33.3,"recent_failure_rate":66.7,"install_attempts":1,"install_success_rate":100,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":"2026-08-13T13:42:09.291731+00:00","label":"Needs agent review: 33.3% success from 3 agent outcomes"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Recent agent outcomes require review before automatic installation."},"best_for":["data-analysis","business-intelligence","analytics","data","bi","dashboards"],"known_risks":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Agent Proven outcomes: Needs agent review: 33.3% success from 3 agent outcomes"]},"agent_proven":{"version":"agent-proven-v1","score":27,"tier":"review","label":"Needs agent review","summary":"Needs agent review: 3 outcomes, 33% success, Agent Proven Score 27/100.","metrics":{"totalOutcomes":3,"successfulOutcomes":1,"failedOutcomes":2,"installAttempts":1,"installSuccessRate":100,"successRate":33.3,"recentSuccessRate":33.3,"recentFailureRate":66.7,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":1,"lastOutcomeAt":"2026-08-13T13:42:09.291731+00:00"},"signals":["33% all-time success","33% recent success","1 install attempt","1 agent surface"],"penalties":["2 failed runs"]},"audit":{"score":89,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety_gate":{"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow."},"quality":{"score":97,"label":"Excellent"},"supply":{"track":"Data, BI, and analytics","scenario":"Data analysis","maintenance":"2mo since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported"],"agent_contract":{"task_input":"Use Datalens","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","install_policy":"review","minimum_review_before_use":["Trust: 65/100 Manual review","Audit: 89/100 Safe to try","Safety: 73/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"datalens-tech-datalens (Datalens)","install_command":"npx skills add datalens-tech/datalens","risk_summary":"Safe to try; Reviewed; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/datalens-tech-datalens","api":"https://www.openagentskill.com/api/agent/skills/datalens-tech-datalens","audit":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Datalens&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Datalens&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install","manifest":"https://www.openagentskill.com/api/registry/manifest/datalens-tech-datalens"}},"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"data-analysis","title":"Data analysis","url":"https://www.openagentskill.com/use-cases/data-analysis"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"}],"urls":{"web":"https://www.openagentskill.com/skills/datalens-tech-datalens","api":"https://www.openagentskill.com/api/agent/skills/datalens-tech-datalens","install_api":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install","audit":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium","badge":"https://www.openagentskill.com/api/badge/datalens-tech-datalens?metric=audit","repository":"https://github.com/datalens-tech/datalens"}},"safer_alternative":null,"popular_alternative":null,"new_contender":null,"no_skill_option":{"recommended":true,"label":"Build without a third-party skill","reason":"Use a native agent workflow when the third-party permission or maintenance surface is not acceptable.","action":"Use the agent’s built-in tools for one narrow run, then reconsider a skill only if the workflow repeats."}},"selected":{"rank":1,"match_score":30,"raw_match_score":105.1,"semantic_relevance":30,"skill":{"slug":"datalens-tech-datalens","name":"Datalens","description":"A modern, scalable analytics system","category":"data-analysis","github_stars":1689,"created_at":"2026-06-14T14:00:24.267433+00:00","updated_at":"2026-06-14T16:34:31+00:00","repository":"https://github.com/datalens-tech/datalens","github_repo":"datalens-tech/datalens"},"recommendation_reasons":["Matches task terms: datalens","Useful GitHub adoption: 1,689 stars","Install handoff is available","Repository freshness signal is available","Registry match score 30"],"supply_profile":{"track":{"slug":"data","label":"Data, BI, and analytics","shortLabel":"Data","description":"CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis."},"scenario":{"label":"Data analysis","description":"I need my agent to analyze CSV data, produce insights, and explain trends.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"data-analysis","title":"Data analysis"},{"slug":"github-automation","title":"GitHub automation"}]},"applicableAgents":["CLI","Codex","Claude Code","Cursor","PLpgSQL"],"install":{"ready":true,"command":"npx skills add datalens-tech/datalens","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":1689,"starsLabel":"1.7K","forks":113,"license":"Apache-2.0","qualityScore":97,"trustScore":84,"auditScore":89},"maintenance":{"status":"active","label":"2mo since push","daysSincePush":69,"lastPushedAt":"2026-06-14T16:34:31+00:00"},"risk":{"level":"safe_to_try","label":"Safe to try","requiresReview":true,"notes":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"coverageTags":["Data","Data analysis","data-analysis","business-intelligence","analytics","bi","dashboards","reporting"]},"quality":{"score":97,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"1.7K","tone":"positive"},{"label":"Freshness","value":"2mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Apache-2.0","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":65,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"1.7K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":77,"weight":0.08,"status":"info","detail":"1.7K stars, 113 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"2mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"Apache-2.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":50,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"weight":0.12,"status":"pass","detail":"database surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add datalens-tech/datalens"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":88,"weight":0.07,"status":"pass","detail":"database access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/datalens-tech/datalens"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":27,"weight":0.13,"status":"fail","detail":"Needs agent review: 33.3% success from 3 agent outcomes"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"1.7K GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"1.7K stars, 113 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"2mo since push"},{"status":"pass","label":"License clarity","detail":"Apache-2.0"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"database surface"},{"status":"pass","label":"Install availability","detail":"npx skills add datalens-tech/datalens"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"database access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/datalens-tech/datalens"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"fail","label":"Agent Proven outcomes","detail":"Needs agent review: 33.3% success from 3 agent outcomes"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"fail","label":"Agent outcomes","detail":"Needs agent review: 33.3% success from 3 agent outcomes"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Agent Proven evidence available: Needs agent review: 33.3% success from 3 agent outcomes"],"warnings":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Agent Proven outcomes: Needs agent review: 33.3% success from 3 agent outcomes"],"evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 113 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/datalens-tech/datalens","install":"npx skills add datalens-tech/datalens","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Thin public metadata","agentOutcomes":"Needs agent review: 33.3% success from 3 agent outcomes"},"installReadiness":{"ready":true,"command":"npx skills add datalens-tech/datalens","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","Needs agent review (27/100 Agent Proven)","2mo since push"]},"agentCompatibility":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":3,"successes":1,"failures":2,"notRelevant":0,"successRate":33.3,"installAttempts":1,"riskBlocked":0,"setupRequired":0,"installSuccessRate":100,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":33.3,"recentFailureRate":66.7,"uniqueAgents":1,"agentProvenScore":27,"agentProvenLabel":"Needs agent review","lastOutcomeAt":"2026-08-13T13:42:09.291731+00:00","label":"Needs agent review: 33.3% success from 3 agent outcomes"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Recent agent outcomes require review before automatic installation."},"bestFor":["data-analysis","business-intelligence","analytics","data","bi","dashboards"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Agent Proven outcomes: Needs agent review: 33.3% success from 3 agent outcomes"]},"trust_v5":{"version":"trust-score-v5","score":44,"base_score":65,"outcome_confidence":0.5,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.","recommendedAction":"Choose a stronger alternative or inspect the source manually before any install attempt.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["44/100 Trust Score v5","65/100 Trust Score v4 baseline","Needs agent review: 33.3% success from 3 agent outcomes; outcome confidence 50%","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"1.7K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":77,"weight":0.08,"status":"info","detail":"1.7K stars, 113 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"2mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"Apache-2.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":50,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"weight":0.12,"status":"pass","detail":"database surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add datalens-tech/datalens"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":88,"weight":0.07,"status":"pass","detail":"database access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/datalens-tech/datalens"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":27,"weight":0.13,"status":"fail","detail":"Needs agent review: 33.3% success from 3 agent outcomes"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"1.7K GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"1.7K stars, 113 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"2mo since push"},{"status":"pass","label":"License clarity","detail":"Apache-2.0"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"database surface"},{"status":"pass","label":"Install availability","detail":"npx skills add datalens-tech/datalens"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"database access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/datalens-tech/datalens"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"fail","label":"Agent Proven outcomes","detail":"Needs agent review: 33.3% success from 3 agent outcomes"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"fail","label":"Agent outcomes","detail":"Needs agent review: 33.3% success from 3 agent outcomes"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Agent Proven evidence available: Needs agent review: 33.3% success from 3 agent outcomes","Outcome confidence 50% from 3 report(s)"],"warnings":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Agent Proven outcomes: Needs agent review: 33.3% success from 3 agent outcomes","Human review required before unattended installation"],"evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 113 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/datalens-tech/datalens","install":"npx skills add datalens-tech/datalens","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Thin public metadata","agentOutcomes":"Needs agent review: 33.3% success from 3 agent outcomes","agentProvenScore":27,"outcomeConfidence":"50%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add datalens-tech/datalens","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","Needs agent review (27/100 Agent Proven)","2mo since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":3,"successes":1,"failures":2,"notRelevant":0,"successRate":33.3,"installAttempts":1,"riskBlocked":0,"setupRequired":0,"installSuccessRate":100,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":33.3,"recentFailureRate":66.7,"uniqueAgents":1,"agentProvenScore":27,"agentProvenLabel":"Needs agent review","lastOutcomeAt":"2026-08-13T13:42:09.291731+00:00","label":"Needs agent review: 33.3% success from 3 agent outcomes"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v3","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["data-analysis","business-intelligence","analytics","data","bi","dashboards"],"suited_agents":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add datalens-tech/datalens","trust_score":44,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["data-analysis","business-intelligence","analytics","data","bi","dashboards"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Agent Proven outcomes: Needs agent review: 33.3% success from 3 agent outcomes"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":65,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"agent_proven":{"version":"agent-proven-v1","score":27,"tier":"review","label":"Needs agent review","summary":"Needs agent review: 3 outcomes, 33% success, Agent Proven Score 27/100.","metrics":{"totalOutcomes":3,"successfulOutcomes":1,"failedOutcomes":2,"installAttempts":1,"installSuccessRate":100,"successRate":33.3,"recentSuccessRate":33.3,"recentFailureRate":66.7,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":1,"lastOutcomeAt":"2026-08-13T13:42:09.291731+00:00"},"signals":["33% all-time success","33% recent success","1 install attempt","1 agent surface"],"penalties":["2 failed runs"]},"audit":{"audit_score":89,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety":{"score":73,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","summary":"Good audit and safety signals with no high-risk permission hints in public metadata.","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","auto_install_policy":"review","reasons":["Safe-to-try audit","73/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"safe_to_try","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["Documentation summary is thin"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","reasons":["Safe-to-try audit","73/100 agent safety score"]},"decision":{"readiness_score":100,"readiness_label":"Production-ready","headline":"Primary pick for Research agents","role":"Primary pick","best_for":["Research agents workflows","general agent builders","teams that value GitHub adoption signals"],"risks":["No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Research agents task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add datalens-tech/datalens","value":"Install the \"Datalens\" agent skill from https://github.com/datalens-tech/datalens. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review Datalens trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install datalens-tech-datalens","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Datalens\" agent skill from https://github.com/datalens-tech/datalens. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"Datalens\" as a Claude Code skill from https://github.com/datalens-tech/datalens. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"Datalens\" from https://github.com/datalens-tech/datalens into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"datalens-tech-datalens","name":"Datalens","description":"A modern, scalable analytics system","category":"data-analysis","url":"https://www.openagentskill.com/skills/datalens-tech-datalens","repository":"https://github.com/datalens-tech/datalens","github_repo":"datalens-tech/datalens"},"suited_tasks":["Research agents workflows","general agent builders","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Load tabular data","Calculate trends"],"suited_agents":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add datalens-tech/datalens","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install datalens-tech-datalens"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Datalens\" agent skill from https://github.com/datalens-tech/datalens. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Datalens\" as a Claude Code skill from https://github.com/datalens-tech/datalens. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Datalens\" from https://github.com/datalens-tech/datalens into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/datalens-tech-datalens"},"trust":{"score":65,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.7K GitHub stars","repoActivity":"1.7K stars, 113 forks","lastPushed":"2mo since push","license":"Apache-2.0","repository":"https://github.com/datalens-tech/datalens","install":"npx skills add datalens-tech/datalens","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Thin public metadata","agentOutcomes":"Needs agent review: 33.3% success from 3 agent outcomes"},"outcome_evidence":{"total":3,"successes":1,"failures":2,"not_relevant":0,"success_rate":33.3,"recent_success_rate":33.3,"recent_failure_rate":66.7,"install_attempts":1,"install_success_rate":100,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":"2026-08-13T13:42:09.291731+00:00","label":"Needs agent review: 33.3% success from 3 agent outcomes"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Recent agent outcomes require review before automatic installation."},"best_for":["data-analysis","business-intelligence","analytics","data","bi","dashboards"],"known_risks":["Documentation summary is thin","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Agent Proven outcomes: Needs agent review: 33.3% success from 3 agent outcomes"]},"agent_proven":{"version":"agent-proven-v1","score":27,"tier":"review","label":"Needs agent review","summary":"Needs agent review: 3 outcomes, 33% success, Agent Proven Score 27/100.","metrics":{"totalOutcomes":3,"successfulOutcomes":1,"failedOutcomes":2,"installAttempts":1,"installSuccessRate":100,"successRate":33.3,"recentSuccessRate":33.3,"recentFailureRate":66.7,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":1,"lastOutcomeAt":"2026-08-13T13:42:09.291731+00:00"},"signals":["33% all-time success","33% recent success","1 install attempt","1 agent surface"],"penalties":["2 failed runs"]},"audit":{"score":89,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety_gate":{"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow."},"quality":{"score":97,"label":"Excellent"},"supply":{"track":"Data, BI, and analytics","scenario":"Data analysis","maintenance":"2mo since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported"],"agent_contract":{"task_input":"Use Datalens","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","install_policy":"review","minimum_review_before_use":["Trust: 65/100 Manual review","Audit: 89/100 Safe to try","Safety: 73/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"datalens-tech-datalens (Datalens)","install_command":"npx skills add datalens-tech/datalens","risk_summary":"Safe to try; Reviewed; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/datalens-tech-datalens","api":"https://www.openagentskill.com/api/agent/skills/datalens-tech-datalens","audit":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Datalens&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Datalens&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install","manifest":"https://www.openagentskill.com/api/registry/manifest/datalens-tech-datalens"}},"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"data-analysis","title":"Data analysis","url":"https://www.openagentskill.com/use-cases/data-analysis"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"}],"urls":{"web":"https://www.openagentskill.com/skills/datalens-tech-datalens","api":"https://www.openagentskill.com/api/agent/skills/datalens-tech-datalens","install_api":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install","audit":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium","badge":"https://www.openagentskill.com/api/badge/datalens-tech-datalens?metric=audit","repository":"https://github.com/datalens-tech/datalens"}},"alternatives":[],"blocked_candidates":[],"agent_workflow":{"mode":"resolve_review_install","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","selected_skill":{"slug":"datalens-tech-datalens","name":"Datalens","url":"https://www.openagentskill.com/skills/datalens-tech-datalens","repository":"https://github.com/datalens-tech/datalens"},"install":{"target":"codex","label":"Codex install prompt","kind":"agent-prompt","command":"npx skills add datalens-tech/datalens","value":"Install the \"Datalens\" agent skill from https://github.com/datalens-tech/datalens. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","api":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install"},"copy_paste_prompt":"Task: Use Datalens\nUse Datalens from https://www.openagentskill.com/skills/datalens-tech-datalens.\nReview the audit first: https://www.openagentskill.com/skills/datalens-tech-datalens/audit\nReview the eval first: https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/datalens-tech-datalens/install\nInstall command: npx skills add datalens-tech/datalens\nIf audit or policy warnings look unsafe for this workspace, use one of the alternatives instead.","api_sequence":[{"step":1,"label":"Resolve task","method":"GET","url":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Datalens&agent=codex&max_risk=medium"},{"step":2,"label":"Fetch pre-install eval","method":"GET","url":"https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium"},{"step":3,"label":"Fetch selected skill profile","method":"GET","url":"https://www.openagentskill.com/api/agent/skills/datalens-tech-datalens"},{"step":4,"label":"Fetch install handoff","method":"GET","url":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install"},{"step":5,"label":"Review audit","method":"GET","url":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit"},{"step":6,"label":"Report outcome","method":"POST","url":"https://www.openagentskill.com/api/agent/outcome","body":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."}}],"review_checklist":["Safety tier: Reviewed","Safety score: 73/100 Review before install","Audit score: 89/100 Safe to try","Trust score: 44/100 Do not auto-install","Readiness: 100/100 Production-ready","Documentation summary is thin","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"fallback_strategy":[],"expected_agent_output":{"selected_skill":"slug and name","install_command":"command or agent prompt used","risk_summary":"audit, trust, and policy notes","next_step":"what the agent will do after install","outcome_event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7"}},"agent_handoff":{"version":"openagentskill-agent-handoff-v1","mode":"resolve_compare_review_install","task":"Use Datalens","agent":"codex","selected_skill":{"slug":"datalens-tech-datalens","name":"Datalens","url":"https://www.openagentskill.com/skills/datalens-tech-datalens","api_url":"https://www.openagentskill.com/api/agent/skills/datalens-tech-datalens","audit_url":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit","eval_url":"https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium","repository":"https://github.com/datalens-tech/datalens"},"install_plan":{"command":"npx skills add datalens-tech/datalens","target":"codex","label":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Datalens\" agent skill from https://github.com/datalens-tech/datalens. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A modern, scalable analytics system After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"datalens-tech-datalens\",\"task\":\"Install Datalens\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","install_api":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install","auto_install_allowed":false,"human_review_required":true,"policy":"review"},"api_sequence":[{"step":1,"label":"Resolve task","method":"GET","url":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Datalens&agent=codex&max_risk=medium"},{"step":2,"label":"Fetch pre-install eval","method":"GET","url":"https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium"},{"step":3,"label":"Fetch selected skill profile","method":"GET","url":"https://www.openagentskill.com/api/agent/skills/datalens-tech-datalens"},{"step":4,"label":"Fetch install handoff","method":"GET","url":"https://www.openagentskill.com/api/skills/datalens-tech-datalens/install"},{"step":5,"label":"Review audit","method":"GET","url":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit"},{"step":6,"label":"Report outcome","method":"POST","url":"https://www.openagentskill.com/api/agent/outcome","body":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."}}],"platform_templates":[{"id":"codex","name":"Codex","surface":"Coding agent / local workspace","copy_prompt":"Task: Use Datalens\nSelected skill: Datalens (datalens-tech-datalens)\nSkill URL: https://www.openagentskill.com/skills/datalens-tech-datalens\nAudit URL: https://www.openagentskill.com/skills/datalens-tech-datalens/audit\nEval URL: https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/datalens-tech-datalens/install\nInstall command: npx skills add datalens-tech/datalens\nInstall policy: Human review is required before install.\nOutcome feedback: use install_receipt.outcome_feedback.event_id or feedback.event_id from the Resolve API and report the result to /api/agent/outcome after one narrow run. Include outcome, install_used, task_success, output_quality, workspace, error_type, and human_review_required when known.\n\nBefore installing:\n1. Read the audit and eval result.\n2. Report risk notes and files or commands that will be touched.\n3. Install only in a sandbox or low-risk workspace first.\n4. If risk is unacceptable, use an alternative.\n\nAlternatives:\n- No safer alternative returned by the resolver.\n\nExpected Codex output:\n- selected_skill\n- install_command\n- risk_summary\n- outcome_event_id\n- alternatives\n- files_or_commands_to_touch\n- next_action"},{"id":"claude-code","name":"Claude Code","surface":"Claude Code skill workflow","copy_prompt":"Task: Use Datalens\nSelected skill: Datalens (datalens-tech-datalens)\nSkill URL: https://www.openagentskill.com/skills/datalens-tech-datalens\nAudit URL: https://www.openagentskill.com/skills/datalens-tech-datalens/audit\nEval URL: https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/datalens-tech-datalens/install\nInstall command: npx skills add datalens-tech/datalens\nInstall policy: Human review is required before install.\nOutcome feedback: use install_receipt.outcome_feedback.event_id or feedback.event_id from the Resolve API and report the result to /api/agent/outcome after one narrow run. Include outcome, install_used, task_success, output_quality, workspace, error_type, and human_review_required when known.\n\nBefore installing:\n1. Read the audit and eval result.\n2. Report risk notes and files or commands that will be touched.\n3. Install only in a sandbox or low-risk workspace first.\n4. If risk is unacceptable, use an alternative.\n\nAlternatives:\n- No safer alternative returned by the resolver.\n\nExpected Claude Code output:\n- selected_skill\n- skill_files_or_instructions\n- install_prompt\n- risk_summary\n- outcome_event_id\n- activation_steps\n- fallback_skill"},{"id":"cursor","name":"Cursor","surface":"Cursor rules / agent instructions","copy_prompt":"Task: Use Datalens\nSelected skill: Datalens (datalens-tech-datalens)\nSkill URL: https://www.openagentskill.com/skills/datalens-tech-datalens\nAudit URL: https://www.openagentskill.com/skills/datalens-tech-datalens/audit\nEval URL: https://www.openagentskill.com/api/agent/evals?slug=datalens-tech-datalens&task=Use%20Datalens&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/datalens-tech-datalens/install\nInstall command: npx skills add datalens-tech/datalens\nInstall policy: Human review is required before install.\nOutcome feedback: use install_receipt.outcome_feedback.event_id or feedback.event_id from the Resolve API and report the result to /api/agent/outcome after one narrow run. Include outcome, install_used, task_success, output_quality, workspace, error_type, and human_review_required when known.\n\nBefore installing:\n1. Read the audit and eval result.\n2. Report risk notes and files or commands that will be touched.\n3. Install only in a sandbox or low-risk workspace first.\n4. If risk is unacceptable, use an alternative.\n\nAlternatives:\n- No safer alternative returned by the resolver.\n\nExpected Cursor output:\n- selected_skill\n- cursor_rule_or_prompt\n- install_command\n- risk_summary\n- outcome_event_id\n- when_to_use\n- when_not_to_use"}],"review_checklist":["Safety tier: Reviewed","Safety score: 73/100 Review before install","Audit score: 89/100 Safe to try","Trust score: 44/100 Do not auto-install","Readiness: 100/100 Production-ready","Documentation summary is thin","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"expected_output":{"selected_skill":"slug and name","install_command":"command or agent prompt used","risk_summary":"audit, trust, and policy notes","next_step":"what the agent will do after install","outcome_event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7"},"feedback":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","outcome_api":"https://www.openagentskill.com/api/agent/outcome","cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7\" --skill \"datalens-tech-datalens\" --task \"Use Datalens\" --agent \"codex\" --outcome success","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"]},"blocked_actions":["Do not install when safety_gate.blocked is true.","Do not install when the audit or eval reports unacceptable workspace risk.","Do not execute shell commands, access secrets, or call external services without user approval.","Do not keep the skill as an always-on instruction if it only fits a narrow task."]},"policy_decision":{"status":"human_review_required","summary":"Review the audit page, then allow agent install in a sandboxed workflow."},"agent_decision":{"input_task":"Use Datalens","recommended_skill":{"slug":"datalens-tech-datalens","name":"Datalens","url":"https://www.openagentskill.com/skills/datalens-tech-datalens","audit_url":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit","repository":"https://github.com/datalens-tech/datalens","safety_tier":"Reviewed","auto_install_policy":"review"},"alternative_skills":[],"install_command":"npx skills add datalens-tech/datalens","install_target":"Codex install prompt","why_recommended":["Matches task terms: datalens","Useful GitHub adoption: 1,689 stars","Install handoff is available","Repository freshness signal is available","Registry match score 30","Primary pick for Research agents"],"risk_summary":{"level":"Safe to try","safety_tier":"Reviewed","safety":"73/100 Review before install","trust":"65/100 Manual review","notes":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported"]},"safety_gate":{"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","action":"Review the audit page, then allow agent install in a sandboxed workflow."},"feedback":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","outcome_api":"https://www.openagentskill.com/api/agent/outcome","cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7\" --skill \"datalens-tech-datalens\" --task \"Use Datalens\" --agent \"codex\" --outcome success","contract":{"version":"openagentskill-agent-feedback-loop-v3","status":"active","purpose":"Report the result of one resolved skill run so Trust Score v5 and future Resolve rankings learn from real use.","event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","selected_skill_slug":"datalens-tech-datalens","selected_skill_name":"Datalens","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","idempotency":"Retrying the same event_id updates the previous outcome.","dry_run":{"supported":true,"instruction":"Set dry_run=true to validate a payload before wiring a new agent integration."},"expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"error_types":["install_failed","runtime_error","not_relevant","permission_blocked","risk_blocked","setup_required","low_quality_output","missing_dependency","timeout","other"],"workspaces":["sandbox","local","ci","production","unknown"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url"],"payload_template":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7\" --skill \"datalens-tech-datalens\" --task \"Use Datalens\" --agent \"codex\" --outcome success","ranking_inputs_updated":["Trust Score v5 outcome confidence","Resolve ranking outcome evidence","Skill detail outcome signal block","Outcome leaderboard"]}},"agent_next_steps":["Read the audit URL before installing.","Ask for human approval before installing.","Use install command: npx skills add datalens-tech/datalens","After one narrow task, report the outcome with: npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7\" --skill \"datalens-tech-datalens\" --task \"Use Datalens\" --agent \"codex\" --outcome success","Summarize output, warnings, files touched, and whether setup or human review was required."]},"decision_packet":{"version":"openagentskill-agent-decision-packet-v1","task":"Use Datalens","agent":"codex","selected_skill":{"slug":"datalens-tech-datalens","name":"Datalens","url":"https://www.openagentskill.com/skills/datalens-tech-datalens","api_url":"https://www.openagentskill.com/api/agent/skills/datalens-tech-datalens","audit_url":"https://www.openagentskill.com/skills/datalens-tech-datalens/audit","repository":"https://github.com/datalens-tech/datalens"},"suited_tasks":["Research agents workflows","general agent builders","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Load tabular data","Calculate trends"],"suited_agents":["PLpgSQL","BI","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add datalens-tech/datalens","target":"codex","label":"Codex install prompt","policy":"review","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true},"trust":{"score":44,"label":"Do not auto-install","version":"trust-score-v5","base_score":65,"outcome_confidence":0.5,"decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["44/100 Trust Score v5","65/100 Trust Score v4 baseline","Needs agent review: 33.3% success from 3 agent outcomes; outcome confidence 50%","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"status":"pass","detail":"1.7K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":77,"status":"info","detail":"1.7K stars, 113 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"status":"pass","detail":"2mo since push"},{"id":"license","label":"License clarity","score":86,"status":"pass","detail":"Apache-2.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":50,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"status":"pass","detail":"database surface"},{"id":"installability","label":"Install availability","score":92,"status":"pass","detail":"npx skills add datalens-tech/datalens"},{"id":"install_safety","label":"Install command safety","score":92,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":88,"status":"pass","detail":"database access"},{"id":"repository","label":"Repository evidence","score":86,"status":"pass","detail":"https://github.com/datalens-tech/datalens"},{"id":"review_status","label":"Review status","score":88,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":27,"status":"fail","detail":"Needs agent review: 33.3% success from 3 agent outcomes"}]},"risk":{"level":"Safe to try","audit_label":"Safe to try","safety":"73/100 Review before install","trust":"65/100 Manual review","safety_tier":"Reviewed","notes":["Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported"],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Low reported agent success rate: 33.3%","Recent failure rate is elevated: 66.7%","2 failed agent outcome(s) reported"],"minimum_review_before_use":["Trust: 65/100 Manual review","Audit: 89/100 Safe to try","Safety: 73/100 Review before install","Review repository, license, install command, and permission surface before production use."]},"alternatives":[],"outcome_feedback":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7","skill_slug":"datalens-tech-datalens","task":"Use Datalens","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow."},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz outcome \"resolve_d3e15177-8f7b-487f-92d2-60fa020657f7\" --skill \"datalens-tech-datalens\" --task \"Use Datalens\" --agent \"codex\" --outcome success"},"next_agent_action":"Ask for human approval or choose a safer alternative before installing.","stable_fields":["decision_packet.selected_skill","decision_packet.install","decision_packet.risk.do_not_use_when","decision_packet.alternatives","decision_packet.outcome_feedback","decision_packet.trust.decision"]},"benchmark":{"endpoint":"https://www.openagentskill.com/api/agent/evals","note":"Use the evals endpoint to regression-test recommendation quality before changing ranking logic."},"meta":{"endpoint":"/api/agent/resolve","api_version":"2.0","generated_at":"2026-08-22T19:06:36.065Z","total_skills_searched":799,"total_candidates":1,"candidate_pool":{"sort":"quality","size":799,"note":"Resolver searches the highest-quality candidate pool for low-latency agent use. Browse /skills for the full public index."},"contract":{"best_skill":"recommendation.best_skill","install":"recommendation.install","why":"recommendation.why_recommended","risk":"recommendation.risk","alternatives":"recommendation.alternatives","agent_handoff":"agent_handoff.platform_templates + agent_handoff.review_checklist","decision_packet":"decision_packet","install_receipt":"install_receipt","recommendation_lanes":"recommendation_lanes"}}}