{"eval":{"version":"openagentskill-skill-eval-v1","slug":"abel-ai-lab-abel-ask","name":"abel-ask","generated_at":"2026-08-23T10:03:20.255Z","task_input":"Evaluate abel-ask before installing it in an AI agent workflow","status":"review","score":60,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_allowed":false,"policy":"review","human_review_required":true},"task_fit":{"score":84,"suited_tasks":["Finance and quant workflows","Claude Code teams","builders willing to evaluate younger projects","Retrieve market data","Compare financial signals","Generate investor-ready analysis","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add Abel-ai-lab/predict-anything --skill abel-ask","ready":true,"policy":"review","safety_label":"Avoid automatic install","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 abel-ai-lab-abel-ask"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"abel-ask\" agent skill from https://github.com/Abel-ai-lab/predict-anything/tree/main/skills/abel-ask. 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: Use when the user wants an Abel causal map, graph exploration, target or candidate discovery, company/market mechanism read, or life/business investment decision read rather than auth setup or tradable strategy discovery. 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\":\"abel-ai-lab-abel-ask\",\"task\":\"Install abel-ask\",\"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 \"abel-ask\" as a Claude Code skill from https://github.com/Abel-ai-lab/predict-anything/tree/main/skills/abel-ask. 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: Use when the user wants an Abel causal map, graph exploration, target or candidate discovery, company/market mechanism read, or life/business investment decision read rather than auth setup or tradable strategy discovery. 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\":\"abel-ai-lab-abel-ask\",\"task\":\"Install abel-ask\",\"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 \"abel-ask\" from https://github.com/Abel-ai-lab/predict-anything/tree/main/skills/abel-ask 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: Use when the user wants an Abel causal map, graph exploration, target or candidate discovery, company/market mechanism read, or life/business investment decision read rather than auth setup or tradable strategy discovery. 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\":\"abel-ai-lab-abel-ask\",\"task\":\"Install abel-ask\",\"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":61,"label":"Manual review","version":"trust-score-v4","evidence":{"stars":"19 GitHub stars","repoActivity":"19 stars, 0 forks","lastPushed":"Pushed today","license":"Unknown","repository":"https://github.com/Abel-ai-lab/predict-anything/tree/main/skills/abel-ask","install":"npx skills add Abel-ai-lab/predict-anything --skill abel-ask","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":69,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Repository license is detected as Unknown; SKILL.md does not contain explicit license or attribution information.","Cross-skill references (abel-auth, abel-invest) are mentioned but not part of this submission; may cause confusion if not installed.","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"]},"safety_gate":{"score":45,"tier":"experimental","label":"Experimental","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"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"}],"policy_warnings":["High-risk permission hints: Secrets or environment access","License is unclear"]},"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate abel-ask before installing it in an AI agent workflow","business","Finance and quant workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add Abel-ai-lab/predict-anything --skill abel-ask"]},{"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 Abel-ai-lab/predict-anything --skill abel-ask"]},{"id":"trust_score","label":"Trust score","status":"warn","score":61,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","19 GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"warn","score":69,"required_for_auto_install":true,"detail":"Needs review","evidence":["License is unclear"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":45,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","High-risk permission hints: Secrets or environment access"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"warn","score":42,"required_for_auto_install":true,"detail":"Unknown","evidence":["Unknown"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"Pushed today","evidence":["Pushed today"]},{"id":"permission_surface","label":"Permission surface","status":"warn","score":60,"required_for_auto_install":true,"detail":"secrets or environment access, network or browser access","evidence":["Network access: medium","Secrets or environment access: high"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["wubin1836-ai-hive-agent-skills-amazon-listing-image-generation-editing","calle-ai-customer-onboarding-call","wubin1836-ai-hive-agent-skills-gpt-image-2-product-image","wubin1836-ai-hive-agent-skills-ecommerce-video"]}],"blockers":[],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","License clarity: Unknown","Permission surface: secrets or environment access, network or browser access","High-risk permission hints: Secrets or environment access","License is unclear","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Repository license is detected as Unknown; SKILL.md does not contain explicit license or attribution information.","Cross-skill references (abel-auth, abel-invest) are mentioned but not part of this submission; may cause confusion if not installed.","Low GitHub adoption signal"],"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","Low GitHub adoption signal","Repository license is detected as Unknown; SKILL.md does not contain explicit license or attribution information.","No OpenAgentSkill engagement data yet","High-risk permission hints: Secrets or environment access","License is unclear","Permission surface may require sandboxing"],"alternatives":[{"slug":"wubin1836-ai-hive-agent-skills-amazon-listing-image-generation-editing","name":"amazon-listing-image-generation-editing","url":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-amazon-listing-image-generation-editing","stars":2,"install_command":"npx skills add wubin1836/ai-hive-agent-skills --skill amazon-listing-image-generation-editing","trust_score":62,"audit_score":72},{"slug":"calle-ai-customer-onboarding-call","name":"customer-onboarding-call","url":"https://www.openagentskill.com/skills/calle-ai-customer-onboarding-call","stars":63,"install_command":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","trust_score":68,"audit_score":75},{"slug":"wubin1836-ai-hive-agent-skills-gpt-image-2-product-image","name":"gpt-image-2-product-image","url":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-product-image","stars":2,"install_command":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-product-image","trust_score":62,"audit_score":71},{"slug":"wubin1836-ai-hive-agent-skills-ecommerce-video","name":"ecommerce-video","url":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-ecommerce-video","stars":2,"install_command":"npx skills add wubin1836/ai-hive-agent-skills --skill ecommerce-video","trust_score":62,"audit_score":71}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"abel-ai-lab-abel-ask","name":"abel-ask","description":"Use when the user wants an Abel causal map, graph exploration, target or candidate discovery, company/market mechanism read, or life/business investment decision read rather than auth setup or tradable strategy discovery.","category":"business","url":"https://www.openagentskill.com/skills/abel-ai-lab-abel-ask","repository":"https://github.com/Abel-ai-lab/predict-anything/tree/main/skills/abel-ask","github_repo":"Abel-ai-lab/predict-anything"},"suited_tasks":["Finance and quant workflows","Claude Code teams","builders willing to evaluate younger projects","Retrieve market data","Compare financial signals","Generate investor-ready analysis","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add Abel-ai-lab/predict-anything --skill abel-ask","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 abel-ai-lab-abel-ask"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"abel-ask\" agent skill from https://github.com/Abel-ai-lab/predict-anything/tree/main/skills/abel-ask. 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: Use when the user wants an Abel causal map, graph exploration, target or candidate discovery, company/market mechanism read, or life/business investment decision read rather than auth setup or tradable strategy discovery. 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\":\"abel-ai-lab-abel-ask\",\"task\":\"Install abel-ask\",\"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 \"abel-ask\" as a Claude Code skill from https://github.com/Abel-ai-lab/predict-anything/tree/main/skills/abel-ask. 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: Use when the user wants an Abel causal map, graph exploration, target or candidate discovery, company/market mechanism read, or life/business investment decision read rather than auth setup or tradable strategy discovery. 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\":\"abel-ai-lab-abel-ask\",\"task\":\"Install abel-ask\",\"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 \"abel-ask\" from https://github.com/Abel-ai-lab/predict-anything/tree/main/skills/abel-ask 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: Use when the user wants an Abel causal map, graph exploration, target or candidate discovery, company/market mechanism read, or life/business investment decision read rather than auth setup or tradable strategy discovery. 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\":\"abel-ai-lab-abel-ask\",\"task\":\"Install abel-ask\",\"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/abel-ai-lab-abel-ask/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/abel-ai-lab-abel-ask"},"trust":{"score":61,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"19 GitHub stars","repoActivity":"19 stars, 0 forks","lastPushed":"Pushed today","license":"Unknown","repository":"https://github.com/Abel-ai-lab/predict-anything/tree/main/skills/abel-ask","install":"npx skills add Abel-ai-lab/predict-anything --skill abel-ask","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, network or browser access","documentation":"Strong README/SKILL.md context","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 detected as Unknown; SKILL.md does not contain explicit license or attribution information.","Financial research output is not financial advice; require human review before any live investment decision.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, network or browser access","GitHub adoption: 19 GitHub stars","Stars/forks activity: 19 stars, 0 forks; issue activity unavailable in current metadata"]},"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":69,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Repository license is detected as Unknown; SKILL.md does not contain explicit license or attribution information.","Cross-skill references (abel-auth, abel-invest) are mentioned but not part of this submission; may cause confusion if not installed.","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":54,"label":"Needs review"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[{"slug":"wubin1836-ai-hive-agent-skills-amazon-listing-image-generation-editing","name":"amazon-listing-image-generation-editing","url":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-amazon-listing-image-generation-editing","stars":2,"install_command":"npx skills add wubin1836/ai-hive-agent-skills --skill amazon-listing-image-generation-editing","trust_score":62,"audit_score":72},{"slug":"calle-ai-customer-onboarding-call","name":"customer-onboarding-call","url":"https://www.openagentskill.com/skills/calle-ai-customer-onboarding-call","stars":63,"install_command":"npx skills add CALLE-AI/awesome-phone-call-agents --skill customer-onboarding-call","trust_score":68,"audit_score":75},{"slug":"wubin1836-ai-hive-agent-skills-gpt-image-2-product-image","name":"gpt-image-2-product-image","url":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-product-image","stars":2,"install_command":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-product-image","trust_score":62,"audit_score":71},{"slug":"wubin1836-ai-hive-agent-skills-ecommerce-video","name":"ecommerce-video","url":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-ecommerce-video","stars":2,"install_command":"npx skills add wubin1836/ai-hive-agent-skills --skill ecommerce-video","trust_score":62,"audit_score":71}],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","Repository license is detected as Unknown; SKILL.md does not contain explicit license or attribution information.","No OpenAgentSkill engagement data yet","High-risk permission hints: Secrets or environment access","License is unclear","Permission surface may require sandboxing"],"agent_contract":{"task_input":"Evaluate abel-ask before installing it in an AI agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 61/100 Manual review","Audit: 69/100 Needs review","Safety: 45/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"abel-ai-lab-abel-ask (abel-ask)","install_command":"npx skills add Abel-ai-lab/predict-anything --skill abel-ask","risk_summary":"Needs review; Experimental; 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":"abel-ai-lab-abel-ask","task":"Evaluate abel-ask 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/abel-ai-lab-abel-ask","api":"https://www.openagentskill.com/api/agent/skills/abel-ai-lab-abel-ask","audit":"https://www.openagentskill.com/skills/abel-ai-lab-abel-ask/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=abel-ai-lab-abel-ask&task=Evaluate%20abel-ask%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20abel-ask%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20abel-ask%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/abel-ai-lab-abel-ask/install","manifest":"https://www.openagentskill.com/api/registry/manifest/abel-ai-lab-abel-ask"}},"endpoints":{"web":"https://www.openagentskill.com/skills/abel-ai-lab-abel-ask","api":"https://www.openagentskill.com/api/agent/skills/abel-ai-lab-abel-ask","eval":"https://www.openagentskill.com/api/agent/evals?slug=abel-ai-lab-abel-ask","audit":"https://www.openagentskill.com/skills/abel-ai-lab-abel-ask/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20abel-ask%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":"2026-08-23T10:03:20.255Z"}}