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Creators can claim the listing to update ownership signals."},"stats":{"stars":255,"forks":20,"downloads":0,"rating":0,"review_count":0,"quality_score":39.56},"quality":{"score":58,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"255","tone":"neutral"},{"label":"Freshness","value":"9mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Unknown","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":70,"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":62,"weight":0.13,"status":"info","detail":"255 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"255 stars, 20 forks; 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issue activity unavailable in current metadata"},{"status":"info","label":"Recent maintenance","detail":"9mo since push"},{"status":"warn","label":"License clarity","detail":"Unknown"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"info","label":"Dependency/runtime risk","detail":"credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add QuantaAlpha/GitTaskBench"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"secrets or environment access, filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/QuantaAlpha/GitTaskBench"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Install command has no obvious high-risk pattern"],"warnings":["License is unclear","Quality score needs review","Permission surface needs review: secrets or environment access, filesystem or document access","Stars/forks activity: 255 stars, 20 forks; 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issue activity unavailable in current metadata","License clarity: Unknown","Permission surface: secrets or environment access, filesystem or document access"]},"safety":{"score":41,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. 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issue activity unavailable in current metadata"]},"coverageTags":["Coding","Coding agents","coding-agents","coding-agent","developer-tools","claude-code","code-agent","code-llm"]},"audit":{"audit_score":69,"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: 255 stars, 20 forks; issue activity unavailable in current metadata"]},"decision":{"readiness_score":48,"readiness_label":"Needs manual review","headline":"Needs validation for Coding agents","role":"Needs validation","primary_fit":"Coding agents","best_for":["Coding agents workflows","Claude Code teams","builders willing to evaluate younger projects"],"risks":["No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Coding 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."]},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"quantaalpha-gittaskbench","name":"GitTaskBench","description":"Repo-level benchmark for real-world Code Agents: from repo understanding → env setup → incremental dev/bug-fixing → task delivery, with cost-aware α metric.","category":"coding-agents","url":"https://www.openagentskill.com/skills/quantaalpha-gittaskbench","repository":"https://github.com/QuantaAlpha/GitTaskBench","github_repo":"QuantaAlpha/GitTaskBench"},"suited_tasks":["Coding agents workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect source files","Explain architecture","Patch bugs and verify changes","Move data between tools","Transform files"],"suited_agents":["Python","Coding Agent","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add QuantaAlpha/GitTaskBench","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add QuantaAlpha/GitTaskBench"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"GitTaskBench\" agent skill from https://github.com/QuantaAlpha/GitTaskBench. 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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: Repo-level benchmark for real-world Code Agents: from repo understanding → env setup → incremental dev/bug-fixing → task delivery, with cost-aware α metric."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"GitTaskBench\" as a Claude Code skill from https://github.com/QuantaAlpha/GitTaskBench. 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: Repo-level benchmark for real-world Code Agents: from repo understanding → env setup → incremental dev/bug-fixing → task delivery, with cost-aware α metric."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"GitTaskBench\" from https://github.com/QuantaAlpha/GitTaskBench 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. 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Skill purpose: Open-source local workbench for multi-agent software development.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/dohooo/helmor","github_repo":"dohooo/helmor","version":"1.0.0","license":"Apache-2.0","updated_at":"2026-06-14T11:01:40.107336+00:00","canonical_key":"dohooo/helmor","recommendation_reasons":["Matches task terms: kbench","Useful GitHub adoption: 1,228 stars","Install handoff is available","Repository freshness signal is available","Registry match score 12"],"urls":{"web":"https://www.openagentskill.com/skills/dohooo-helmor","api":"https://www.openagentskill.com/api/agent/skills/dohooo-helmor","install_api":"https://www.openagentskill.com/api/skills/dohooo-helmor/install","audit":"https://www.openagentskill.com/skills/dohooo-helmor/audit","repository":"https://github.com/dohooo/helmor"}},{"rank":10,"match_score":12,"raw_match_score":115.1,"slug":"zleap-ai-sag","name":"SAG","description":"An out-of-the-box document retrieval workbench built on SAG","tagline":"An out-of-the-box document retrieval workbench built on SAG","category":"rag-knowledge","tags":["rag","retrieval","knowledge","agent","ai","data-engineering","graphrag","knowledge-base","knowledge-graph","knowledge-graphs"],"author":{"name":"Zleap-AI","verified":true,"url":"https://github.com/Zleap-AI"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"Zleap-AI/SAG","creatorName":"Zleap-AI","creatorUrl":"https://github.com/Zleap-AI","sourceUrl":"https://github.com/Zleap-AI/SAG","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/zleap-ai-sag#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":1136,"forks":23,"downloads":0,"rating":0,"review_count":0,"quality_score":63.09},"quality":{"score":100,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"1.1K","tone":"positive"},{"label":"Freshness","value":"21d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":88,"tier":"production","label":"Production candidate","summary":"Strong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/runtime risk, install safety, permission surface, and install availability.","recommendedAction":"Shortlist for production use, then run a normal repository and dependency review.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"1.1K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":72,"weight":0.08,"status":"info","detail":"1.1K stars, 23 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"21d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":74,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add Zleap-AI/SAG"},{"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":86,"weight":0.07,"status":"pass","detail":"filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/Zleap-AI/SAG"},{"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":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"1.1K GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"1.1K stars, 23 forks; 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Skill purpose: An out-of-the-box document retrieval workbench built on SAG","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 \"SAG\" from https://github.com/Zleap-AI/SAG 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: An out-of-the-box document retrieval workbench built on SAG","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/Zleap-AI/SAG","github_repo":"Zleap-AI/SAG","version":"1.0.0","license":"MIT","updated_at":"2026-06-13T00:01:22.433969+00:00","canonical_key":"zleap-ai/sag","recommendation_reasons":["Matches task terms: kbench","Useful GitHub adoption: 1,136 stars","Install handoff is available","Repository freshness signal is available","Registry match score 12"],"urls":{"web":"https://www.openagentskill.com/skills/zleap-ai-sag","api":"https://www.openagentskill.com/api/agent/skills/zleap-ai-sag","install_api":"https://www.openagentskill.com/api/skills/zleap-ai-sag/install","audit":"https://www.openagentskill.com/skills/zleap-ai-sag/audit","repository":"https://github.com/Zleap-AI/SAG"}}],"meta":{"endpoint":"/api/skills/search","canonical_agent_endpoint":"/api/agent/resolve","safety_policy":"Blocked candidates are excluded by default. Pass include_blocked=true only for manual audit workflows.","agent_friendly":true,"api_version":"1.0","generated_at":"2026-07-03T23:12:20.248Z"}}