{"slug":"dev-core-busy-code-delegate","name":"code-delegate","description":">-","long_description":"---\nname: code-delegate\ndescription: >-\n  Gibt eine eng umrissene Codeaufgabe an den Jarvis-Agenten ab und holt sie als\n  geprueften Patch zurueck – spart Anthropic-Tokens bei mechanischer\n  Breitenarbeit. Nutzen, wenn eine Aenderung VIEL Datei-Lesen und WENIG\n  Beschreibung braucht und eine vorhandene Testdatei das Ergebnis beweist.\n---\n\n# Codearbeit an Jarvis abgeben\n\nJarvis rechnet auf kostenlosen Tokens. Diese Faehigkeit verschiebt **Lesen und\nSuchen** dorthin – nicht das Denken.\n\n## Die Entscheidungsregel\n\n**Delegiere nur, wenn die Beschreibung kurz und die Dateiarbeit breit ist.**\n\nMusst du den Code erst lesen, um eine brauchbare Spezifikation zu schreiben,\nhast du die Ersparnis schon ausgegeben. Dann mach es selbst.\n\n### Geeignet\n\n| Klasse | Beispiel |\n|---|---|\n| Mechanische Breitenarbeit | „`-localhost` an alle x11vnc-Aufrufe\" (16 Stellen), „Cache-Buster an 40 Skript-Tags\" |\n| Eine kleine Aenderung mit vorhandenem Waechter | „Variable ergaenzen, `tests/test_branding_aliase.py` muss gruen bleiben\" |\n| Zwei Stellen, die zusammenpassen muessen | Deklaration in `:root` UND `body`, Feld in `create_*` UND der Whitelist von `update_*` |\n\n### NICHT geeignet – hier selbst arbeiten\n\n- **Alles Konventionslastige.** CLAUDE.md hat ~167.000 Token. Ein 35B-Modell\n  wendet die Regeln darin nicht zuverlaessig an.\n- **Alles Sicherheitsrelevante** (Gates, Sandbox, Rechte, Auth).\n- **Zustandswechsel.** „Aendere X, miss, mach rueckgaengig\" ist reproduzierbar\n  gescheitert (17 Schritte, kein Ergebnis). **Eine Delegation = ein\n  Zielzustand.** Den Rueckbau macht der Server per `git checkout`.\n- **Alles ohne mechanischen Riegel.** Kein Test, der es beweist → nicht\n  delegieren. Die Modellantwort allein ist kein Nachweis.\n\n## Ablauf\n\n```bash\nS=deploy/claude_subagent/delegiere.py   # im Repo versioniert, nicht in .claude/\n\n# 1. Auftrag schreiben (Datei, damit Anfuehrungszeichen nicht stoeren)\ncat > /tmp/auftrag.txt <<'EOF'\nIn frontend/css/chat.css im :root-Block die Variable ergaenzen:\n    --accent-soft: color-mix(in srgb, var(--accent) 20%, transparent);\nEOF\n\n# 2. Abgeben -> gibt die Auftragskennung aus\nID=$(python3 $S senden --spec-datei /tmp/auftrag.txt \\\n        --dateien frontend/css/chat.css \\\n        --riegel tests/test_branding_aliase.py)\n\n# 3. Warten; bei Erfolg kommt der Patch auf stdout, der Bericht auf stderr\npython3 $S warten \"$ID\" > /tmp/patch.diff\n```\n\n## Die Abbruchregel – ausnahmslos\n\nDer Server prueft **alles-oder-nichts** und liefert nur dann einen Patch:\nPatch nicht leer · nur die freigegebenen Dateien angefasst · Riegel gruen ·\nPatch nicht gekuerzt.\n\nKommt **kein** Patch (Exitcode ≠ 0), dann **mach die Aufgabe selbst**. Nicht\nnachbessern lassen, nicht ein zweites Mal delegieren, nicht „fast richtig\"\nuebernehmen. Ein zweiter Versuch kostet mehr als die Ersparnis.\n\nKommt ein Patch, **lies ihn**, bevor du ihn anwendest:\n\n```bash\ngit apply --check /tmp/patch.diff && git apply /tmp/patch.diff\n```\n\nEin gruener Riegel beweist, dass die Aenderung *funktioniert* – nicht, dass sie\nzu den Projektkonventionen passt (Einrueckung, Spaltenausrichtung, Kommentare).\nDas ist deine Aufgabe und der Grund, warum der Patch klein sein muss.\n\n## Was der Auftragstext enthalten muss\n\nDer Agent kennt die Projektregeln **nicht**. Schreibe deshalb:\n\n- **Was genau** wo hinein soll – woertlich, wenn es ein fester Text ist.\n- **Keine** Begruendung, keine Historie, kein „wie ueblich\".\n- **Kein** „raeum dabei auf\", „formatiere mit\", „pruefe auch noch\".\n\nZahlen aus der Antwort des Agenten sind **wertlos** – er zaehlt nachweislich\nfalsch (drei von drei Probelaeufen). Verlass dich auf Patch und Riegel; beides\nrechnet der Server selbst.\n\n## Voraussetzungen\n\nDiese Datei ist bereits auf DIESE Installation ausgestellt – die beiden Befehle\nunten sind vollstaendig, es fehlt nur der Schluessel:\n\n```bash\nprintf '%s' 'HIER-DEINEN-SCHLUESSEL-EINSETZEN' > ~/.jarvis-csa-key\nprintf '%s' 'https://191.100.144.1' > ~/.jarvis-csa-url\nchmod 600 ~/.jarvis-csa-key\n```\n\n- **Schluessel** in `JARVIS_CSA_KEY` oder `~/.jarvis-csa-key` – in Jarvis\n  unter `https://191.100.144.1/claude` erzeugen. **Nie ins Repo.**\n- **Adresse** ist oben schon eingesetzt: `https://191.100.144.1`. (Ueber `JARVIS_CSA_URL`\n  bzw. die Datei laesst sich der Client auch gegen eine andere Installation\n  richten – eine feste Vorgabe im Code gibt es bewusst nicht.)\n- Der lokale Stand muss auf `origin/master` liegen und die Zieldateien duerfen\n  keine ungespeicherten Aenderungen haben – der Client prueft beides und bricht\n  sonst ab.\n\nLaeuft gegen **jede** Jarvis-Installation, auch produktive. Der Riegel ist dort\nverfuegbar, weil der Arbeitsbereich frisch von `origin/master` geklont wird –\nein `sparse-checkout` auf dem Server (der `tests/` in `/opt/jarvis` ausblendet)\nwirkt nur auf dessen eigene Arbeitskopie, nicht auf einen neuen Klon.\n\n## Beiblatt: CLAUDE.md schlank halten\n\nDie Ausschlussregel „nichts Konventionslastiges\" oben haengt an der Groesse von\nCLAUDE.md – je dicker die Datei, desto weniger laesst sich abgeben. Ein\npaste-fertiger Auftrag zum Verschlanken steht in **`claude-md-diaet.md`**\n(Download im Bereich `https://191.100.144.1/claude`, Abschnitt „Anleitung\"). Er ist\neigenstaendig – kein Jarvis, keine Delegation – und wird ausdruecklich **nicht**\ndelegiert: CLAUDE.md ist die Konvention selbst.\n","tagline":">-","category":"coding-agents","tags":["agent-skill"],"author":"dev-core-busy","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"dev-core-busy/jarvis","creatorName":"dev-core-busy","creatorUrl":"https://github.com/dev-core-busy","sourceUrl":"https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/dev-core-busy-code-delegate#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":23,"forks":7,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":32.46},"quality":{"score":60,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"23","tone":"neutral"},{"label":"Freshness","value":"Today","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Apache-2.0","tone":"neutral"}],"warnings":["Low GitHub adoption signal"]},"trust":{"version":"trust-score-v5","score":59,"base_score":67,"outcome_confidence":0,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. 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issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"pass","label":"License clarity","detail":"Apache-2.0"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add dev-core-busy/jarvis --skill code-delegate"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate"},{"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":"pass","label":"OpenAgentSkill usage","detail":"5 views, 0 install copies"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern"],"warnings":["Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 23 GitHub stars","Stars/forks activity: 23 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"],"evidence":{"stars":"23 GitHub stars","repoActivity":"23 stars, 7 forks","lastPushed":"Pushed today","license":"Apache-2.0","repository":"https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate","install":"npx skills add dev-core-busy/jarvis --skill code-delegate","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add dev-core-busy/jarvis --skill code-delegate","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","Pushed today"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 23 GitHub stars","Stars/forks activity: 23 stars, 7 forks; issue activity unavailable in current metadata"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["coding-agents","agent-skill"],"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":["Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 23 GitHub stars","Stars/forks activity: 23 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"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"]},"outcome_stats":null,"safety":{"score":34,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","summary":"This skill should not be selected by an agent without explicit human security review.","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","auto_install_policy":"block","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"auto_install_allowed":false,"human_review_required":true,"blocked":true,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"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: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","auto_install_policy":"block","auto_install_allowed":false,"blocked":true,"human_review_required":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":62,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Agent safety gate: This skill should not be selected by an agent without explicit human security review.","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Agent safety gate: This skill should not be selected by an agent without explicit human security review.","Permission surface: secrets or environment access, shell or command execution"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 23 GitHub stars","Stars/forks activity: 23 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment 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."],"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 code-delegate before installing it in an agent workflow","coding-agents","Coding agents 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 dev-core-busy/jarvis --skill code-delegate"]},{"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 dev-core-busy/jarvis --skill code-delegate"]},{"id":"trust_score","label":"Trust score","status":"warn","score":67,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","23 GitHub stars","Apache-2.0"]},{"id":"audit_score","label":"Audit score","status":"warn","score":74,"required_for_auto_install":true,"detail":"Needs review","evidence":["Dependency or permission surface needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"fail","score":34,"required_for_auto_install":true,"detail":"This skill should not be selected by an agent without explicit human security review.","evidence":["Do not auto-install. Inspect the source, dependencies, and permission surface first.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":70,"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":"Apache-2.0","evidence":["Apache-2.0"]},{"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":"fail","score":36,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/dev-core-busy-code-delegate/evals","api":"/api/agent/evals?slug=dev-core-busy-code-delegate","text":"/api/agent/evals?slug=dev-core-busy-code-delegate&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"dev-core-busy-code-delegate","name":"code-delegate","description":">-","category":"coding-agents","url":"https://www.openagentskill.com/skills/dev-core-busy-code-delegate","repository":"https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate","github_repo":"dev-core-busy/jarvis"},"suited_tasks":["Coding agents workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect source files","Explain architecture","Patch bugs and verify changes","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add dev-core-busy/jarvis --skill code-delegate","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 dev-core-busy-code-delegate"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"code-delegate\" agent skill from https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate. 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: >- 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\":\"dev-core-busy-code-delegate\",\"task\":\"Install code-delegate\",\"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 \"code-delegate\" as a Claude Code skill from https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate. 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: >- 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\":\"dev-core-busy-code-delegate\",\"task\":\"Install code-delegate\",\"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 \"code-delegate\" from https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate 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: >- 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\":\"dev-core-busy-code-delegate\",\"task\":\"Install code-delegate\",\"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/dev-core-busy-code-delegate/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/dev-core-busy-code-delegate"},"trust":{"score":67,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"23 GitHub stars","repoActivity":"23 stars, 7 forks","lastPushed":"Pushed today","license":"Apache-2.0","repository":"https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate","install":"npx skills add dev-core-busy/jarvis --skill code-delegate","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","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":["coding-agents","agent-skill"],"known_risks":["Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 23 GitHub stars","Stars/forks activity: 23 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"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":74,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 23 GitHub stars","Stars/forks activity: 23 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":60,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"],"agent_contract":{"task_input":"Use code-delegate in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 67/100 Manual review","Audit: 74/100 Needs review","Safety: 34/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"dev-core-busy-code-delegate (code-delegate)","install_command":"npx skills add dev-core-busy/jarvis --skill code-delegate","risk_summary":"Needs review; Blocked for auto-install; 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":"dev-core-busy-code-delegate","task":"Use code-delegate in an 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/dev-core-busy-code-delegate","api":"https://www.openagentskill.com/api/agent/skills/dev-core-busy-code-delegate","audit":"https://www.openagentskill.com/skills/dev-core-busy-code-delegate/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=dev-core-busy-code-delegate&task=Use%20code-delegate%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20code-delegate%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20code-delegate%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/dev-core-busy-code-delegate/install","manifest":"https://www.openagentskill.com/api/registry/manifest/dev-core-busy-code-delegate"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"dev-core-busy-code-delegate","name":"code-delegate","description":">-","category":"coding-agents","url":"https://www.openagentskill.com/skills/dev-core-busy-code-delegate","repository":"https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate","github_repo":"dev-core-busy/jarvis"},"suited_tasks":["Coding agents workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect source files","Explain architecture","Patch bugs and verify changes","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add dev-core-busy/jarvis --skill code-delegate","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 dev-core-busy-code-delegate"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"code-delegate\" agent skill from https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate. 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: >- 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\":\"dev-core-busy-code-delegate\",\"task\":\"Install code-delegate\",\"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 \"code-delegate\" as a Claude Code skill from https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate. 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: >- 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\":\"dev-core-busy-code-delegate\",\"task\":\"Install code-delegate\",\"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 \"code-delegate\" from https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate 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: >- 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\":\"dev-core-busy-code-delegate\",\"task\":\"Install code-delegate\",\"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/dev-core-busy-code-delegate/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/dev-core-busy-code-delegate"},"trust":{"score":67,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"23 GitHub stars","repoActivity":"23 stars, 7 forks","lastPushed":"Pushed today","license":"Apache-2.0","repository":"https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate","install":"npx skills add dev-core-busy/jarvis --skill code-delegate","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","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":["coding-agents","agent-skill"],"known_risks":["Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 23 GitHub stars","Stars/forks activity: 23 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"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":74,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 23 GitHub stars","Stars/forks activity: 23 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":60,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"],"agent_contract":{"task_input":"Use code-delegate in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 67/100 Manual review","Audit: 74/100 Needs review","Safety: 34/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"dev-core-busy-code-delegate (code-delegate)","install_command":"npx skills add dev-core-busy/jarvis --skill code-delegate","risk_summary":"Needs review; Blocked for auto-install; 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":"dev-core-busy-code-delegate","task":"Use code-delegate in an 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/dev-core-busy-code-delegate","api":"https://www.openagentskill.com/api/agent/skills/dev-core-busy-code-delegate","audit":"https://www.openagentskill.com/skills/dev-core-busy-code-delegate/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=dev-core-busy-code-delegate&task=Use%20code-delegate%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20code-delegate%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20code-delegate%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/dev-core-busy-code-delegate/install","manifest":"https://www.openagentskill.com/api/registry/manifest/dev-core-busy-code-delegate"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"coding-agents","title":"Coding agents"},{"slug":"browser-automation","title":"Browser automation"},{"slug":"local-desktop","title":"Local desktop"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add dev-core-busy/jarvis --skill code-delegate","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":23,"starsLabel":"23","forks":7,"license":"Apache-2.0","qualityScore":60,"trustScore":67,"auditScore":74},"maintenance":{"status":"fresh","label":"Pushed today","daysSincePush":0,"lastPushedAt":"2026-08-24T11:19:16+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"]},"coverageTags":["Coding","Coding agents","coding-agents","agent-skill"]},"audit":{"audit_score":74,"risk_level":"needs_review","risk_label":"Needs review","quality_score":60,"trust_score":67,"maintenance_score":100,"security_score":77,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 23 GitHub stars","Stars/forks activity: 23 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"quality_signals":{"model":"v2","star_score":9.66,"usage_score":0,"review_score":4.8,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"}],"stacks":[{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"},{"slug":"frontend-product-ui","title":"Frontend and UI","url":"https://www.openagentskill.com/collections/frontend-product-ui"}],"install":"npx skills add dev-core-busy/jarvis --skill code-delegate","install_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 dev-core-busy-code-delegate","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 \"code-delegate\" agent skill from https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate. 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: >- 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\":\"dev-core-busy-code-delegate\",\"task\":\"Install code-delegate\",\"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 \"code-delegate\" as a Claude Code skill from https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate. 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: >- 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\":\"dev-core-busy-code-delegate\",\"task\":\"Install code-delegate\",\"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 \"code-delegate\" from https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate 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: >- 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\":\"dev-core-busy-code-delegate\",\"task\":\"Install code-delegate\",\"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"}],"repository":"https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate","github_repo":"dev-core-busy/jarvis","version":"1.0.0","license":"Apache-2.0","urls":{"web":"https://www.openagentskill.com/skills/dev-core-busy-code-delegate","repository":"https://github.com/dev-core-busy/jarvis/tree/master/.claude/skills/code-delegate","api":"/api/agent/skills/dev-core-busy-code-delegate","install_api":"/api/skills/dev-core-busy-code-delegate/install"},"meta":{"created_at":"2026-08-24T11:36:17.531983+00:00","updated_at":"2026-08-24T11:36:17.531983+00:00","agent_friendly":true}}