{"eval":{"version":"openagentskill-skill-eval-v1","slug":"pluviobyte-dbs-diagnosis","name":"dbs-diagnosis","generated_at":"2026-09-06T05:50:01.578Z","task_input":"Evaluate dbs-diagnosis before installing it in an AI agent workflow","status":"review","score":77,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Review the audit page, then allow agent install in a sandboxed workflow.","auto_install_allowed":false,"policy":"review","human_review_required":true},"task_fit":{"score":70,"suited_tasks":["Local desktop workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate local resources","Run repeatable desktop actions","Verify file outputs","Crawl target URLs","Extract tables and metadata"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add Pluviobyte/rnskill --skill dbs-diagnosis","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add pluviobyte-dbs-diagnosis"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"dbs-diagnosis\" agent skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-diagnosis. 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: dontbesilent 商业模式诊断。两种模式：问诊（消解你的问题）和体检（拆解你的商业模式）。 触发方式：/dbs-diagnosis、/问诊、「帮我看看商业模式」「诊断一下我的业务」「我有个商业问题」 Business model diagnosis using dontbesilent's ontological framework. Two modes: consultation (dissolve your question) and checkup (analyze your business model). Trigger: /dbs-diagnosis, \"diagnose my business model\", \"I have a business question\" 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\":\"pluviobyte-dbs-diagnosis\",\"task\":\"Install dbs-diagnosis\",\"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 \"dbs-diagnosis\" as a Claude Code skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-diagnosis. 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: dontbesilent 商业模式诊断。两种模式：问诊（消解你的问题）和体检（拆解你的商业模式）。 触发方式：/dbs-diagnosis、/问诊、「帮我看看商业模式」「诊断一下我的业务」「我有个商业问题」 Business model diagnosis using dontbesilent's ontological framework. Two modes: consultation (dissolve your question) and checkup (analyze your business model). Trigger: /dbs-diagnosis, \"diagnose my business model\", \"I have a business question\" 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\":\"pluviobyte-dbs-diagnosis\",\"task\":\"Install dbs-diagnosis\",\"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 \"dbs-diagnosis\" from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-diagnosis 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: dontbesilent 商业模式诊断。两种模式：问诊（消解你的问题）和体检（拆解你的商业模式）。 触发方式：/dbs-diagnosis、/问诊、「帮我看看商业模式」「诊断一下我的业务」「我有个商业问题」 Business model diagnosis using dontbesilent's ontological framework. Two modes: consultation (dissolve your question) and checkup (analyze your business model). Trigger: /dbs-diagnosis, \"diagnose my business model\", \"I have a business question\" 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\":\"pluviobyte-dbs-diagnosis\",\"task\":\"Install dbs-diagnosis\",\"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."}]},"trust":{"score":78,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"1.4K GitHub stars","repoActivity":"1.4K stars, 162 forks","lastPushed":"8d since push","license":"NOASSERTION","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-diagnosis","install":"npx skills add Pluviobyte/rnskill --skill dbs-diagnosis","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":84,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Repository license is NOASSERTION; no clear open-source license detected.","Knowledge base files appear auto-generated from other sources (dbs-unblock, dbs-benchmark, dbs-content) with attribution markers, but overall licensing of these aggregated materials is unclear.","Quality score needs review"]},"safety_gate":{"score":72,"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","blocked":false,"permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"}],"policy_warnings":["Repository license is NOASSERTION; no clear open-source license detected."]},"checks":[{"id":"task_fit","label":"Task fit","status":"warn","score":70,"required_for_auto_install":true,"detail":"Task fit is weak; compare alternatives before selecting.","evidence":["Evaluate dbs-diagnosis before installing it in an AI agent workflow","business","Local desktop workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add Pluviobyte/rnskill --skill dbs-diagnosis"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add Pluviobyte/rnskill --skill dbs-diagnosis"]},{"id":"trust_score","label":"Trust score","status":"warn","score":78,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","1.4K GitHub stars","NOASSERTION"]},{"id":"audit_score","label":"Audit score","status":"pass","score":84,"required_for_auto_install":true,"detail":"Safe to try","evidence":["Repository license is NOASSERTION; no clear open-source license detected."]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":72,"required_for_auto_install":true,"detail":"Good audit and safety signals with no high-risk permission hints in public metadata.","evidence":["Review the audit page, then allow agent install in a sandboxed workflow.","Safe-to-try audit"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":76,"required_for_auto_install":false,"detail":"Public metadata needs stronger README/SKILL.md context","evidence":["Usable metadata, review docs"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"NOASSERTION","evidence":["NOASSERTION"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"8d since push","evidence":["8d since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":100,"required_for_auto_install":true,"detail":"no high-risk permission surface in public metadata","evidence":["Network access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["coreyhaines31-copywriting","coreyhaines31-cro","shpigford-release","pluviobyte-dbs"]}],"blockers":[],"warnings":["Task fit: Task fit is weak; compare alternatives before selecting.","Trust score: Good trust signals with a few areas worth checking before rollout.","Agent safety gate: Good audit and safety signals with no high-risk permission hints in public metadata.","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Repository license is NOASSERTION; no clear open-source license detected.","Knowledge base files appear auto-generated from other sources (dbs-unblock, dbs-benchmark, dbs-content) with attribution markers, but overall licensing of these aggregated materials is unclear.","Quality score needs review"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Repository license is NOASSERTION; no clear open-source license detected.","Knowledge base files appear auto-generated from other sources (dbs-unblock, dbs-benchmark, dbs-content) with attribution markers, but overall licensing of these aggregated materials is unclear.","Quality score needs 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"],"alternatives":[{"slug":"coreyhaines31-copywriting","name":"copywriting","url":"https://www.openagentskill.com/skills/coreyhaines31-copywriting","stars":46626,"install_command":"npx skills add coreyhaines31/marketingskills --skill copywriting","trust_score":89,"audit_score":92},{"slug":"coreyhaines31-cro","name":"cro","url":"https://www.openagentskill.com/skills/coreyhaines31-cro","stars":46626,"install_command":"npx skills add coreyhaines31/marketingskills --skill cro","trust_score":89,"audit_score":92},{"slug":"shpigford-release","name":"release","url":"https://www.openagentskill.com/skills/shpigford-release","stars":1556,"install_command":"npx skills add Shpigford/chops --skill release","trust_score":70,"audit_score":79},{"slug":"pluviobyte-dbs","name":"dbs","url":"https://www.openagentskill.com/skills/pluviobyte-dbs","stars":1421,"install_command":"npx skills add Pluviobyte/rnskill --skill dbs","trust_score":79,"audit_score":84}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"pluviobyte-dbs-diagnosis","name":"dbs-diagnosis","description":"dontbesilent 商业模式诊断。两种模式：问诊（消解你的问题）和体检（拆解你的商业模式）。\n触发方式：/dbs-diagnosis、/问诊、「帮我看看商业模式」「诊断一下我的业务」「我有个商业问题」\nBusiness model diagnosis using dontbesilent's ontological framework. Two modes: consultation (dissolve your question) and checkup (analyze your business model).\nTrigger: /dbs-diagnosis, \"diagnose my business model\", \"I have a business question\"","category":"business","url":"https://www.openagentskill.com/skills/pluviobyte-dbs-diagnosis","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-diagnosis","github_repo":"Pluviobyte/rnskill"},"suited_tasks":["Local desktop workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate local resources","Run repeatable desktop actions","Verify file outputs","Crawl target URLs","Extract tables and metadata"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add Pluviobyte/rnskill --skill dbs-diagnosis","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add pluviobyte-dbs-diagnosis"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"dbs-diagnosis\" agent skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-diagnosis. 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: dontbesilent 商业模式诊断。两种模式：问诊（消解你的问题）和体检（拆解你的商业模式）。 触发方式：/dbs-diagnosis、/问诊、「帮我看看商业模式」「诊断一下我的业务」「我有个商业问题」 Business model diagnosis using dontbesilent's ontological framework. Two modes: consultation (dissolve your question) and checkup (analyze your business model). Trigger: /dbs-diagnosis, \"diagnose my business model\", \"I have a business question\" 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\":\"pluviobyte-dbs-diagnosis\",\"task\":\"Install dbs-diagnosis\",\"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 \"dbs-diagnosis\" as a Claude Code skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-diagnosis. 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: dontbesilent 商业模式诊断。两种模式：问诊（消解你的问题）和体检（拆解你的商业模式）。 触发方式：/dbs-diagnosis、/问诊、「帮我看看商业模式」「诊断一下我的业务」「我有个商业问题」 Business model diagnosis using dontbesilent's ontological framework. Two modes: consultation (dissolve your question) and checkup (analyze your business model). Trigger: /dbs-diagnosis, \"diagnose my business model\", \"I have a business question\" 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\":\"pluviobyte-dbs-diagnosis\",\"task\":\"Install dbs-diagnosis\",\"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 \"dbs-diagnosis\" from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-diagnosis 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: dontbesilent 商业模式诊断。两种模式：问诊（消解你的问题）和体检（拆解你的商业模式）。 触发方式：/dbs-diagnosis、/问诊、「帮我看看商业模式」「诊断一下我的业务」「我有个商业问题」 Business model diagnosis using dontbesilent's ontological framework. Two modes: consultation (dissolve your question) and checkup (analyze your business model). Trigger: /dbs-diagnosis, \"diagnose my business model\", \"I have a business question\" 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\":\"pluviobyte-dbs-diagnosis\",\"task\":\"Install dbs-diagnosis\",\"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/pluviobyte-dbs-diagnosis/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/pluviobyte-dbs-diagnosis"},"trust":{"score":78,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.4K GitHub stars","repoActivity":"1.4K stars, 162 forks","lastPushed":"8d since push","license":"NOASSERTION","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-diagnosis","install":"npx skills add Pluviobyte/rnskill --skill dbs-diagnosis","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["business","agent-skill"],"known_risks":["Repository license is NOASSERTION; no clear open-source license detected.","Quality score needs review"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":84,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Repository license is NOASSERTION; no clear open-source license detected.","Knowledge base files appear auto-generated from other sources (dbs-unblock, dbs-benchmark, dbs-content) with attribution markers, but overall licensing of these aggregated materials is unclear.","Quality score needs review"]},"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":78,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"RAG and knowledge","maintenance":"8d since push","risk":"Safe to try"},"alternative_skills":[{"slug":"coreyhaines31-copywriting","name":"copywriting","url":"https://www.openagentskill.com/skills/coreyhaines31-copywriting","stars":46626,"install_command":"npx skills add coreyhaines31/marketingskills --skill copywriting","trust_score":89,"audit_score":92},{"slug":"coreyhaines31-cro","name":"cro","url":"https://www.openagentskill.com/skills/coreyhaines31-cro","stars":46626,"install_command":"npx skills add coreyhaines31/marketingskills --skill cro","trust_score":89,"audit_score":92},{"slug":"shpigford-release","name":"release","url":"https://www.openagentskill.com/skills/shpigford-release","stars":1556,"install_command":"npx skills add Shpigford/chops --skill release","trust_score":70,"audit_score":79},{"slug":"pluviobyte-dbs","name":"dbs","url":"https://www.openagentskill.com/skills/pluviobyte-dbs","stars":1421,"install_command":"npx skills add Pluviobyte/rnskill --skill dbs","trust_score":79,"audit_score":84}],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Repository license is NOASSERTION; no clear open-source license detected.","Knowledge base files appear auto-generated from other sources (dbs-unblock, dbs-benchmark, dbs-content) with attribution markers, but overall licensing of these aggregated materials is unclear.","Quality score needs 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"],"agent_contract":{"task_input":"Evaluate dbs-diagnosis before installing it in an AI agent workflow","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","install_policy":"review","minimum_review_before_use":["Trust: 78/100 Strong shortlist","Audit: 84/100 Safe to try","Safety: 72/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"pluviobyte-dbs-diagnosis (dbs-diagnosis)","install_command":"npx skills add Pluviobyte/rnskill --skill dbs-diagnosis","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":"pluviobyte-dbs-diagnosis","task":"Evaluate dbs-diagnosis before installing it in an AI agent workflow","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/pluviobyte-dbs-diagnosis","api":"https://www.openagentskill.com/api/agent/skills/pluviobyte-dbs-diagnosis","audit":"https://www.openagentskill.com/skills/pluviobyte-dbs-diagnosis/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=pluviobyte-dbs-diagnosis&task=Evaluate%20dbs-diagnosis%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20dbs-diagnosis%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20dbs-diagnosis%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/pluviobyte-dbs-diagnosis/install","manifest":"https://www.openagentskill.com/api/registry/manifest/pluviobyte-dbs-diagnosis"}},"endpoints":{"web":"https://www.openagentskill.com/skills/pluviobyte-dbs-diagnosis","api":"https://www.openagentskill.com/api/agent/skills/pluviobyte-dbs-diagnosis","eval":"https://www.openagentskill.com/api/agent/evals?slug=pluviobyte-dbs-diagnosis","audit":"https://www.openagentskill.com/skills/pluviobyte-dbs-diagnosis/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20dbs-diagnosis%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium"}},"meta":{"endpoint":"/api/agent/evals","mode":"skill_eval","purpose":"Pre-install eval contract for a single skill. Agents should read this before installing a reusable skill.","generated_at":"2026-09-06T05:50:01.578Z"}}