{"eval":{"version":"openagentskill-skill-eval-v1","slug":"dangeracorn-pumpfun-tools","name":"Pumpfun Tools","generated_at":"2026-07-04T02:39:29.195Z","task_input":"Evaluate Pumpfun Tools before installing it in an AI agent workflow","status":"failed","score":61,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: secrets or environment access, filesystem or document access","auto_install_allowed":false,"policy":"block","human_review_required":true},"task_fit":{"score":94,"suited_tasks":["Browser automation workflows","Claude Code teams","builders willing to evaluate younger projects","Navigate pages","Click and type safely","Check visual and DOM state","Load football datasets","Compare teams and players"],"suited_agents":["TypeScript","Price Monitoring","Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"]},"install":{"command":"npx skills add DangerAcorn/pumpfun-tools","ready":true,"policy":"review","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add DangerAcorn/pumpfun-tools"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Pumpfun Tools\" agent skill from https://github.com/DangerAcorn/pumpfun-tools. 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: All-in-one PumpFun Bundler suite featuring PumpFun Bundler (20+ wallets), MEV bot protection, high-frequency trading bot, Solana token creator, jito bundle, multi wallet management, live price tracking, custom RPC nodes, anti rug tools, and instant token launches."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Pumpfun Tools\" as a Claude Code skill from https://github.com/DangerAcorn/pumpfun-tools. 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: All-in-one PumpFun Bundler suite featuring PumpFun Bundler (20+ wallets), MEV bot protection, high-frequency trading bot, Solana token creator, jito bundle, multi wallet management, live price tracking, custom RPC nodes, anti rug tools, and instant token launches."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Pumpfun Tools\" from https://github.com/DangerAcorn/pumpfun-tools 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: All-in-one PumpFun Bundler suite featuring PumpFun Bundler (20+ wallets), MEV bot protection, high-frequency trading bot, Solana token creator, jito bundle, multi wallet management, live price tracking, custom RPC nodes, anti rug tools, and instant token launches."}]},"trust":{"score":69,"label":"Manual review","version":"trust-score-v4","evidence":{"stars":"111 GitHub stars","repoActivity":"111 stars, 13 forks","lastPushed":"9mo since push","license":"Unknown","repository":"https://github.com/DangerAcorn/pumpfun-tools","install":"npx skills add DangerAcorn/pumpfun-tools","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":67,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 111 stars, 13 forks; issue activity unavailable in current metadata","License clarity: Unknown","Permission surface: secrets or environment access, filesystem or document access"]},"safety_gate":{"score":35,"tier":"experimental","label":"Experimental","auto_install_policy":"review","blocked":false,"permission_hints":[{"id":"browser","label":"Browser automation","reason":"Skill may drive a browser or interact with web pages.","severity":"medium"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","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":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate Pumpfun Tools before installing it in an AI agent workflow","commerce-automation","Browser automation 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 DangerAcorn/pumpfun-tools"]},{"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 DangerAcorn/pumpfun-tools"]},{"id":"trust_score","label":"Trust score","status":"warn","score":69,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","111 GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"warn","score":67,"required_for_auto_install":true,"detail":"Needs review","evidence":["License is unclear"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":35,"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":90,"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":"warn","score":62,"required_for_auto_install":false,"detail":"9mo since push","evidence":["9mo since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":46,"required_for_auto_install":true,"detail":"secrets or environment access, filesystem or document access","evidence":["Browser automation: medium","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["medusajs-medusa","bagisto-bagisto","saleor-saleor","spree-spree"]}],"blockers":["Permission surface: secrets or environment access, filesystem or document access"],"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","Recent maintenance: 9mo since push","High-risk permission hints: Secrets or environment access","License is unclear","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 111 stars, 13 forks; issue activity unavailable in current metadata","Permission surface: secrets or environment access, filesystem or document access"],"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","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Secrets or environment access","License is unclear","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access"],"alternatives":[{"slug":"medusajs-medusa","name":"Medusa","url":"https://www.openagentskill.com/skills/medusajs-medusa","stars":34399,"install_command":"npx skills add medusajs/medusa","trust_score":90,"audit_score":94},{"slug":"bagisto-bagisto","name":"Bagisto","url":"https://www.openagentskill.com/skills/bagisto-bagisto","stars":27303,"install_command":"npx skills add bagisto/bagisto","trust_score":90,"audit_score":94},{"slug":"saleor-saleor","name":"Saleor","url":"https://www.openagentskill.com/skills/saleor-saleor","stars":22985,"install_command":"npx skills add saleor/saleor","trust_score":90,"audit_score":94},{"slug":"spree-spree","name":"Spree","url":"https://www.openagentskill.com/skills/spree-spree","stars":15482,"install_command":"npx skills add spree/spree","trust_score":92,"audit_score":94}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"dangeracorn-pumpfun-tools","name":"Pumpfun Tools","description":"All-in-one PumpFun Bundler suite featuring PumpFun Bundler (20+ wallets), MEV bot protection, high-frequency trading bot, Solana token creator, jito bundle, multi wallet management, live price tracking, custom RPC nodes, anti rug tools, and instant token launches.","category":"commerce-automation","url":"https://www.openagentskill.com/skills/dangeracorn-pumpfun-tools","repository":"https://github.com/DangerAcorn/pumpfun-tools","github_repo":"DangerAcorn/pumpfun-tools"},"suited_tasks":["Browser automation workflows","Claude Code teams","builders willing to evaluate younger projects","Navigate pages","Click and type safely","Check visual and DOM state","Load football datasets","Compare teams and players"],"suited_agents":["TypeScript","Price Monitoring","Codex","Claude Code","Cursor","OpenAgentSkill CLI","Browser agents","CLI"],"install":{"command":"npx skills add DangerAcorn/pumpfun-tools","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add DangerAcorn/pumpfun-tools"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Pumpfun Tools\" agent skill from https://github.com/DangerAcorn/pumpfun-tools. 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: All-in-one PumpFun Bundler suite featuring PumpFun Bundler (20+ wallets), MEV bot protection, high-frequency trading bot, Solana token creator, jito bundle, multi wallet management, live price tracking, custom RPC nodes, anti rug tools, and instant token launches."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Pumpfun Tools\" as a Claude Code skill from https://github.com/DangerAcorn/pumpfun-tools. 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: All-in-one PumpFun Bundler suite featuring PumpFun Bundler (20+ wallets), MEV bot protection, high-frequency trading bot, Solana token creator, jito bundle, multi wallet management, live price tracking, custom RPC nodes, anti rug tools, and instant token launches."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Pumpfun Tools\" from https://github.com/DangerAcorn/pumpfun-tools 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: All-in-one PumpFun Bundler suite featuring PumpFun Bundler (20+ wallets), MEV bot protection, high-frequency trading bot, Solana token creator, jito bundle, multi wallet management, live price tracking, custom RPC nodes, anti rug tools, and instant token launches."}],"handoff_url":"https://www.openagentskill.com/api/skills/dangeracorn-pumpfun-tools/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/dangeracorn-pumpfun-tools"},"trust":{"score":69,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"111 GitHub stars","repoActivity":"111 stars, 13 forks","lastPushed":"9mo since push","license":"Unknown","repository":"https://github.com/DangerAcorn/pumpfun-tools","install":"npx skills add DangerAcorn/pumpfun-tools","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, filesystem or document 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":["commerce-automation","price-tracking","monitoring","automation","browser-commerce","anchor"],"known_risks":["License is unclear","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 111 stars, 13 forks; issue activity unavailable in current metadata","License clarity: Unknown","Permission surface: secrets or environment access, filesystem or document access"]},"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":67,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 111 stars, 13 forks; issue activity unavailable in current metadata","License clarity: Unknown","Permission surface: secrets or environment access, filesystem or document access"]},"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":55,"label":"Promising"},"supply":{"track":"Finance and quant workflows","scenario":"Finance and quant","maintenance":"9mo since push","risk":"Needs review"},"alternative_skills":[{"slug":"medusajs-medusa","name":"Medusa","url":"https://www.openagentskill.com/skills/medusajs-medusa","stars":34399,"install_command":"npx skills add medusajs/medusa","trust_score":90,"audit_score":94},{"slug":"bagisto-bagisto","name":"Bagisto","url":"https://www.openagentskill.com/skills/bagisto-bagisto","stars":27303,"install_command":"npx skills add bagisto/bagisto","trust_score":90,"audit_score":94},{"slug":"saleor-saleor","name":"Saleor","url":"https://www.openagentskill.com/skills/saleor-saleor","stars":22985,"install_command":"npx skills add saleor/saleor","trust_score":90,"audit_score":94},{"slug":"spree-spree","name":"Spree","url":"https://www.openagentskill.com/skills/spree-spree","stars":15482,"install_command":"npx skills add spree/spree","trust_score":92,"audit_score":94}],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Secrets or environment access","License is unclear","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access"],"agent_contract":{"task_input":"Evaluate Pumpfun Tools 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: 69/100 Manual review","Audit: 67/100 Needs review","Safety: 35/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"dangeracorn-pumpfun-tools (Pumpfun Tools)","install_command":"npx skills add DangerAcorn/pumpfun-tools","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":"dangeracorn-pumpfun-tools","task":"Evaluate Pumpfun Tools 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/dangeracorn-pumpfun-tools","api":"https://www.openagentskill.com/api/agent/skills/dangeracorn-pumpfun-tools","audit":"https://www.openagentskill.com/skills/dangeracorn-pumpfun-tools/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=dangeracorn-pumpfun-tools&task=Evaluate%20Pumpfun%20Tools%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Pumpfun%20Tools%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Pumpfun%20Tools%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/dangeracorn-pumpfun-tools/install","manifest":"https://www.openagentskill.com/api/registry/manifest/dangeracorn-pumpfun-tools"}},"endpoints":{"web":"https://www.openagentskill.com/skills/dangeracorn-pumpfun-tools","api":"https://www.openagentskill.com/api/agent/skills/dangeracorn-pumpfun-tools","eval":"https://www.openagentskill.com/api/agent/evals?slug=dangeracorn-pumpfun-tools","audit":"https://www.openagentskill.com/skills/dangeracorn-pumpfun-tools/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Pumpfun%20Tools%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":"2026-07-04T02:39:29.195Z"}}