{"slug":"baseinfinity-sdlc","name":"sdlc","description":"Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying.","long_description":"---\nname: sdlc\ndescription: Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying.\nargument-hint: \"[task description]\"\n---\n# SDLC Skill - Full Development Workflow\n\n## Skill source & precedence\n\nLoaded from repo-local **`.claude/skills/sdlc/SKILL.md`**, which wins over global `~/.claude/skills/` — the project's authoritative contract. Global is for cross-repo tooling only. Unsure which is active? `head -5` both.\n\n## Task\n$ARGUMENTS\n\nOperational checklist — **complete on its own**. Full protocol (optional depth, Claude Code installs only): `CLAUDE_CODE_SDLC_WIZARD.md`; if absent, do not hunt for it.\n\n**If the user requests /sdlc, ALWAYS run the full workflow — even for mechanical tasks.** Never silently skip; if overkill, say so and ask.\n\n## Full SDLC Checklist\n\nYour FIRST action must be a task list covering every phase below — `TodoWrite`, or `TaskCreate` where that is what your harness exposes. Compact form (omit `activeForm` to use the subject as the spinner label):\n\n```\nTodoWrite([\n  // PLANNING\n  { content: \"Find and read relevant documentation\", status: \"in_progress\" },\n  { content: \"Assess doc health - flag issues (ask before cleaning)\", status: \"pending\" },\n  { content: \"DRY scan: What patterns exist to reuse? New pattern = get approval\", status: \"pending\" },\n  { content: \"Prove It Gate: adding new component? Research alternatives, prove quality with tests\", status: \"pending\" },\n  { content: \"Blast radius: What depends on code I'm changing?\", status: \"pending\" },\n  { content: \"Design system check (if UI change)\", status: \"pending\" },\n  { content: \"Scope card BEFORE work: one issue, acceptance criteria, allowed paths, exclusions, risk tier, estimated diff\", status: \"pending\" },\n  { content: \"Scrutinize test design - right things tested? Follow TESTING.md?\", status: \"pending\" },\n  { content: \"Present approach + STATE CONFIDENCE LEVEL\", status: \"pending\" },\n  { content: \"Signal ready - user exits plan mode\", status: \"pending\" },\n  // TRANSITION\n  { content: \"Doc sync: update or create feature doc — MUST be current before commit\", status: \"pending\" },\n  // IMPLEMENTATION\n  { content: \"TDD RED: failing test FIRST where a RED mutation is writable — watch EACH assertion fail; otherwise three-way call (see TDD proves)\", status: \"pending\" },\n  { content: \"TDD GREEN: Implement, verify test passes\", status: \"pending\" },\n  { content: \"Adding a guard? Name the requested behavior or field it binds to — if none, DO NOT ADD IT, file it (#617)\", status: \"pending\" },\n  { content: \"Run lint/typecheck\", status: \"pending\" },\n  { content: \"Run ALL tests\", status: \"pending\" },\n  { content: \"Production build check\", status: \"pending\" },\n  // REVIEW\n  { content: \"DRY check: Is logic duplicated elsewhere?\", status: \"pending\" },\n  { content: \"Visual consistency check (if UI change)\", status: \"pending\" },\n  { content: \"Security review (if warranted)\", status: \"pending\" },\n  { content: \"Cross-model review (high-stakes)\", status: \"pending\" },\n  { content: \"Scope guard: only changes related to task? No legacy/fallback code left?\", status: \"pending\" },\n  // CI SHEPHERD\n  { content: \"Commit and push to remote\", status: \"pending\" },\n  { content: \"Watch CI - fix failures, iterate until green (max 2x)\", status: \"pending\" },\n  { content: \"Read CI review - implement valid suggestions, iterate until clean\", status: \"pending\" },\n  { content: \"Meta-repo only: run local shepherd if PR needs E2E score (optional)\", status: \"pending\" },\n  { content: \"Post-deploy verification (if deploy task)\", status: \"pending\" },\n  // FINAL\n  { content: \"Present summary: changes, tests, CI status\", status: \"pending\" },\n  { content: \"Capture learnings (TESTING.md, CLAUDE.md, or feature docs)\", status: \"pending\" },\n  { content: \"Close out plan files: mark complete or delete\", status: \"pending\" }\n])\n```\n\n## SDLC Quality Checklist (Scoring Rubric)\n\n| Criterion | Points | Critical? | What Counts |\n|-----------|--------|-----------|-------------|\n| task_tracking | 1 | | Use TodoWrite or TaskCreate |\n| confidence | 1 | | State HIGH/MEDIUM/LOW |\n| tdd_red | 2 | **YES** | Write/edit test files BEFORE implementation files, where a RED mutation is writable (see TDD proves) |\n| plan_mode_outline | 1 | | Outline steps before coding |\n| plan_mode_tool | 1 | | Use TodoWrite/TaskCreate/EnterPlanMode |\n| tdd_green_ran | 1 | | Run tests, show runner output |\n| tdd_green_pass | 1 | | All tests pass in final run |\n| self_review | 1 | | Read back files/diffs you modified |\n| clean_code | 1 | | One coherent approach, no dead code |\n\n**Total: 10 points** (11 for UI tasks, +1 for design_system check). Critical miss on `tdd_red` = process failure regardless of total score — when a RED mutation was writable. Out-of-scope under the three-way call is not a miss.\n\n## Test Failure Recovery\n\n**ALL TESTS MUST PASS. NO EXCEPTIONS.** Test code is app code. Failures are bugs — investigate them like a 15-year SDET, not by brushing aside.\n\nNot acceptable: \"those were already failing\", \"not related to my changes\", \"it's flaky\" (flaky = bug we haven't found yet).\n\nWhen tests fail:\n1. Identify which test(s) failed\n2. Diagnose WHY: your code broke it (regression — fix code), test is for deleted code (delete test), test has wrong assertions (fix test), \"flaky\" (investigate — race, shared state, env)\n3. Fix appropriately, run specific test individually first, then run ALL tests\n4. Still failing after 2 attempts? Escalate (see Confidence Check) — not straight to the user\n\n## Confidence Check (REQUIRED)\n\nState your confidence before presenting an approach:\n\n| Level | Meaning | Action | Effort |\n|-------|---------|--------|--------|\n| HIGH (90%+) | Know exactly what to do | Present, proceed after approval | Model default |\n| MEDIUM (60-89%) | Solid approach, some uncertainty | Present, highlight uncertainties | Model default |\n| LOW (<60%) | Not sure | Escalate, don't ask ↓ | **escalate now** (per model, see above) |\n| FAILED 2x | Something's wrong | Escalate, don't ask ↓ | **escalate now** |\n| CONFUSED | Can't diagnose | Escalate, don't ask ↓ | **escalate now** |\n\n**Effort bumping is NOT optional** — bump BEFORE the next attempt.\n\n**Confidence ramp:** Opus research → Fable batch review → 95% list → /goal TDD → Codex.\n\n**Uncertainty ≠ a human question.** Use the model/tool evidence available before interrupting a human — escalate to Fable (`advisor()`; if down, a Fable subagent at `high`), then Codex `high`; reserve the user for priority/risk/scope/spend or irreversible calls. **Confidence is not authorization**: a high score never overrides approval, external-effect, production, release/merge or policy gates; merge protections are non-overridable. **Standing instructions stay in force** (wizard doc).\n\n## Plan Mode\n\nUse plan mode for: multi-file changes, new features, LOW confidence, bug investigation. **Skip plan approval step** (auto-approval) when confidence HIGH (95%+) AND single-file/trivial AND no new patterns AND no architectural decisions — still announce approach, don't wait. When in doubt, wait.\n\n## Long-Running Goals (`/goal`)\n\nNative `/goal <condition>` (**v2.1.143+**). Haiku evaluator re-checks transcript per turn. **NEVER invoke below HIGH 95%** — below that it rubber-stamps flailing as progress. **Condition MUST name the DLC** (`/sdlc` etc.) so the evaluator anchors on \"doing it right.\" **Pre-flight:** trusted workspace; `disableAllHooks`/`allowManagedHooksOnly` off. **Condition = contract:** end state + check + constraints + hard bound; e.g. `/goal \"tests pass + clean tree following /sdlc, stop after 20 turns\"`. Evaluator can't call tools; `--resume` resets counters.\n\n## Recommended Model\n\n**Recommended: Opus 5 `high`** for complex projects, `medium` for routine web/CRUD; escalate `xhigh` only for genuinely hard runs. **Sonnet 5 `medium`** for simple work. Pin `claude-opus-4-8` for a same-family escape. **Effort is model-aware, not blanket `max`** — set via `/effort` per session, never a shell-rc env var (overrides post-switch). `/model` persists; picker `s` does not.\n\n**Autocompact: set neither override by default.** For a deliberately earlier boundary use `CLAUDE_CODE_AUTO_COMPACT_WINDOW` alone — a smaller window compacts sooner, and nothing in that range switches compaction off. On **current Opus** a percentage alone is inert unless the window is also set, and then the two multiply; on Sonnet 5 and on a 200K Opus 4.6 pin it is live, so size it against THAT window (#520). **Advisor (v2.1.170+):** `advisorModel: \"fable\"` works with all drivers above; set in `/claude-setup-wizard` Step 9.5.\n\n## The Review Contract (give BOTH reviewers this, verbatim)\n\n**Grade severity by impact if it shipped.** Not by how hard the fix is. Not by which round found it. Either one gets gamed to open or close a round.\n\n| | |\n|---|---|\n| **P0** | Stop the world. Prod broken, data loss, secret leaked. Preempts the task. |\n| **P1** | This PR does not merge. It doesn't work, or it broke something that did. |\n| **P2** | Real, should fix, ships fine without it. |\n| **P3** | Nit. |\n\n**A finding blocks only if it is P0 or P1 and inside the scope card.** Fix a P2 or P3 here only if the diff is small and you already touched the file. Otherwise file it.\n\n**Also answer: is this the right way to build it?** Should this code exist? Is it proportionate? Return **SOUND**, **CONCERN** (ship it, here's the debt), or **WRONG SHAPE** (stop, redesign). No severity level says \"this should not exist\", so nobody says it. *(#539: four rounds, seven real P1s, guard deleted at the end. WRONG SHAPE ends that at round 1.)*\n\n**File anything outside the scope card as a GitHub issue. Never build it here.** This binds reviewers too: an out-of-card finding gets reported and filed, and does not block certification. *(#520: 20 rounds, 46 lines, nothing to compare growth against.)*\n\n**Do not certify a doc that instructs commands unless the output is pasted.** The other leg can check this, which is the point. Reading catches judgement defects; only running catches wrong commands. *(#572: both legs certified a doc whose update command fails outright.)*\n\n**Review against the issue's acceptance criteria, verbatim.** A stricter bar you invented in your own prompt is self-inflicted scope. *(#553: two rounds on a bar #530 never contained.)*\n\nShip good code, not perfect code. No glaring issues, right shape. Otherwise you never ship.\n\n## Cross-Model Review (REQUIRED for High-Stakes)\n\n**When to run:** high-stakes changes (auth, payments, data), releases/publishes, complex refactors. **Skip (log justification):** trivial, hotfixes, risk < review cost. **Reviewer:** `gpt-5.6-sol` `high` — adversarial diversity. **Cadence:** Fable during design, Codex once per frozen scope; don't stack both unless the decision needs two independent reviewers.\n\n**Fable decides, Codex checks.** Fable rules on design, priority and sequencing *before* you commit to an approach — not a reviewer of work already done. A second repair to the same component in one cycle is a design question for Fable, not a third patch: review converges on a fix, never on the right design.\n\n**No test costs more rounds than the change it guards.** When a guard accretes rounds past its own change, delete the guard and file the follow-up — the rounds are being spent on the needle, not the risk. #476 spent six on twenty doc lines: four bought real defects, two bought spellings of `sudo`, and the guard was deleted at round six anyway (#551).\n\nPROTOCOL is universal across domains; only `review_instructions` and `verification_checklist` change.\n\n**Handoff/preflight mechanics: wizard doc.** These two stay; improvising them cost real time (#364, #437).\n\n1. **FALSIFY YOUR OWN WORK FIRST — the reviewer is not your test phase.** Before launching a leg, make a checklist with o","tagline":"Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying.","category":"design-creative","tags":["agent-skill"],"author":"BaseInfinity","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"BaseInfinity/claude-sdlc-harness","creatorName":"BaseInfinity","creatorUrl":"https://github.com/BaseInfinity","sourceUrl":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/baseinfinity-sdlc#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":44,"forks":6,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":34.52},"quality":{"score":58,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"44","tone":"neutral"},{"label":"Freshness","value":"Today","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Unknown","tone":"neutral"}],"warnings":["Low GitHub adoption signal","Repository license is unknown; no explicit license file or declaration in SKILL.md."]},"trust":{"version":"trust-score-v5","score":54,"base_score":62,"outcome_confidence":0,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.","recommendedAction":"Choose a stronger alternative or inspect the source manually before any install attempt.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["54/100 Trust Score v5","62/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":48,"weight":0.13,"status":"warn","detail":"44 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":43,"weight":0.08,"status":"warn","detail":"44 stars, 6 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"Pushed today"},{"id":"license","label":"License clarity","score":42,"weight":0.09,"status":"warn","detail":"Unknown"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":54,"weight":0.12,"status":"warn","detail":"command execution surface, credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc"},{"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":36,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","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":"warn","label":"GitHub adoption","detail":"44 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"44 stars, 6 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"warn","label":"License clarity","detail":"Unknown"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc"},{"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/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc"},{"status":"info","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":"2 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","Outcome loop is ready but needs first real agent run"],"warnings":["Repository license is unknown; no explicit license file or declaration in SKILL.md.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 44 GitHub stars","Stars/forks activity: 44 stars, 6 forks; issue activity unavailable in current metadata","License clarity: Unknown","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"44 GitHub stars","repoActivity":"44 stars, 6 forks","lastPushed":"Pushed today","license":"Unknown","repository":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc","install":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is unclear","No Agent Proven outcome evidence yet","Pushed today","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Repository license is unknown; no explicit license file or declaration in SKILL.md.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"]},"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":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v3","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["design-creative","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","trust_score":54,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["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","Commercial reuse before clarifying license terms"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["design-creative","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","Commercial reuse before clarifying license terms"],"knownRisks":["Repository license is unknown; no explicit license file or declaration in SKILL.md.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 44 GitHub stars","Stars/forks activity: 44 stars, 6 forks; issue activity unavailable in current metadata","License clarity: Unknown"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":62,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v5":{"version":"trust-score-v5","score":54,"base_score":62,"outcome_confidence":0,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.","recommendedAction":"Choose a stronger alternative or inspect the source manually before any install attempt.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["54/100 Trust Score v5","62/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":48,"weight":0.13,"status":"warn","detail":"44 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":43,"weight":0.08,"status":"warn","detail":"44 stars, 6 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"Pushed today"},{"id":"license","label":"License clarity","score":42,"weight":0.09,"status":"warn","detail":"Unknown"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":54,"weight":0.12,"status":"warn","detail":"command execution surface, credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc"},{"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":36,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","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":"warn","label":"GitHub adoption","detail":"44 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"44 stars, 6 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"warn","label":"License clarity","detail":"Unknown"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc"},{"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/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc"},{"status":"info","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":"2 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","Outcome loop is ready but needs first real agent run"],"warnings":["Repository license is unknown; no explicit license file or declaration in SKILL.md.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 44 GitHub stars","Stars/forks activity: 44 stars, 6 forks; issue activity unavailable in current metadata","License clarity: Unknown","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"44 GitHub stars","repoActivity":"44 stars, 6 forks","lastPushed":"Pushed today","license":"Unknown","repository":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc","install":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is unclear","No Agent Proven outcome evidence yet","Pushed today","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Repository license is unknown; no explicit license file or declaration in SKILL.md.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"]},"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":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v3","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["design-creative","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","trust_score":54,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["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","Commercial reuse before clarifying license terms"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["design-creative","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","Commercial reuse before clarifying license terms"],"knownRisks":["Repository license is unknown; no explicit license file or declaration in SKILL.md.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 44 GitHub stars","Stars/forks activity: 44 stars, 6 forks; issue activity unavailable in current metadata","License clarity: Unknown"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":62,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"version":"trust-score-v4","score":62,"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":48,"weight":0.13,"status":"warn","detail":"44 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":43,"weight":0.08,"status":"warn","detail":"44 stars, 6 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"Pushed today"},{"id":"license","label":"License clarity","score":42,"weight":0.09,"status":"warn","detail":"Unknown"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":54,"weight":0.12,"status":"warn","detail":"command execution surface, credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc"},{"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":36,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","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":"warn","label":"GitHub adoption","detail":"44 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"44 stars, 6 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"warn","label":"License clarity","detail":"Unknown"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc"},{"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/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc"},{"status":"info","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":"2 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":["Repository license is unknown; no explicit license file or declaration in SKILL.md.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 44 GitHub stars","Stars/forks activity: 44 stars, 6 forks; issue activity unavailable in current metadata","License clarity: Unknown","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"],"evidence":{"stars":"44 GitHub stars","repoActivity":"44 stars, 6 forks","lastPushed":"Pushed today","license":"Unknown","repository":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc","install":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is unclear","No Agent Proven outcome evidence yet","Pushed today"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Repository license is unknown; no explicit license file or declaration in SKILL.md.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"]},"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":["design-creative","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","Commercial reuse before clarifying license terms"],"knownRisks":["Repository license is unknown; no explicit license file or declaration in SKILL.md.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 44 GitHub stars","Stars/forks activity: 44 stars, 6 forks; issue activity unavailable in current metadata","License clarity: Unknown"]},"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":26,"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":"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: Shell or command execution, Secrets or environment access","License is unclear"],"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":59,"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","License clarity: Unknown","High-risk permission hints: Shell or command execution, Secrets or environment access","License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Repository license is unknown; no explicit license file or declaration in SKILL.md.","Skill is highly verbose and may be overkill for trivial tasks, though it does instruct the agent to ask if overkill.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"],"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":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate sdlc before installing it in an agent workflow","design-creative","Research 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 BaseInfinity/claude-sdlc-harness --skill sdlc"]},{"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 BaseInfinity/claude-sdlc-harness --skill sdlc"]},{"id":"trust_score","label":"Trust score","status":"warn","score":62,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","44 GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"warn","score":70,"required_for_auto_install":true,"detail":"Needs review","evidence":["License is unclear"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"fail","score":26,"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":"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":"fail","score":36,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Browser automation: medium","Network 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/baseinfinity-sdlc/evals","api":"/api/agent/evals?slug=baseinfinity-sdlc","text":"/api/agent/evals?slug=baseinfinity-sdlc&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"baseinfinity-sdlc","name":"sdlc","description":"Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying.","category":"design-creative","url":"https://www.openagentskill.com/skills/baseinfinity-sdlc","repository":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc","github_repo":"BaseInfinity/claude-sdlc-harness"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","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 baseinfinity-sdlc"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"sdlc\" agent skill from https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc. 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: Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying. 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\":\"baseinfinity-sdlc\",\"task\":\"Install sdlc\",\"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 \"sdlc\" as a Claude Code skill from https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc. 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: Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying. 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\":\"baseinfinity-sdlc\",\"task\":\"Install sdlc\",\"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 \"sdlc\" from https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc 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: Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying. 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\":\"baseinfinity-sdlc\",\"task\":\"Install sdlc\",\"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/baseinfinity-sdlc/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/baseinfinity-sdlc"},"trust":{"score":62,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"44 GitHub stars","repoActivity":"44 stars, 6 forks","lastPushed":"Pushed today","license":"Unknown","repository":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc","install":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","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":["design-creative","agent-skill"],"known_risks":["Repository license is unknown; no explicit license file or declaration in SKILL.md.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 44 GitHub stars","Stars/forks activity: 44 stars, 6 forks; issue activity unavailable in current metadata","License clarity: Unknown"]},"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":70,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Repository license is unknown; no explicit license file or declaration in SKILL.md.","Skill is highly verbose and may be overkill for trivial tasks, though it does instruct the agent to ask if overkill.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"]},"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":58,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","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","Repository license is unknown; no explicit license file or declaration in SKILL.md.","High-risk permission hints: Shell or command execution, Secrets or environment access","License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing"],"agent_contract":{"task_input":"Use sdlc 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: 62/100 Manual review","Audit: 70/100 Needs review","Safety: 26/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"baseinfinity-sdlc (sdlc)","install_command":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","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":"baseinfinity-sdlc","task":"Use sdlc 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/baseinfinity-sdlc","api":"https://www.openagentskill.com/api/agent/skills/baseinfinity-sdlc","audit":"https://www.openagentskill.com/skills/baseinfinity-sdlc/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=baseinfinity-sdlc&task=Use%20sdlc%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20sdlc%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20sdlc%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/baseinfinity-sdlc/install","manifest":"https://www.openagentskill.com/api/registry/manifest/baseinfinity-sdlc"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"baseinfinity-sdlc","name":"sdlc","description":"Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying.","category":"design-creative","url":"https://www.openagentskill.com/skills/baseinfinity-sdlc","repository":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc","github_repo":"BaseInfinity/claude-sdlc-harness"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","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 baseinfinity-sdlc"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"sdlc\" agent skill from https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc. 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: Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying. 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\":\"baseinfinity-sdlc\",\"task\":\"Install sdlc\",\"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 \"sdlc\" as a Claude Code skill from https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc. 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: Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying. 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\":\"baseinfinity-sdlc\",\"task\":\"Install sdlc\",\"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 \"sdlc\" from https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc 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: Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying. 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\":\"baseinfinity-sdlc\",\"task\":\"Install sdlc\",\"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/baseinfinity-sdlc/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/baseinfinity-sdlc"},"trust":{"score":62,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"44 GitHub stars","repoActivity":"44 stars, 6 forks","lastPushed":"Pushed today","license":"Unknown","repository":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc","install":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","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":["design-creative","agent-skill"],"known_risks":["Repository license is unknown; no explicit license file or declaration in SKILL.md.","License is unclear","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 44 GitHub stars","Stars/forks activity: 44 stars, 6 forks; issue activity unavailable in current metadata","License clarity: Unknown"]},"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":70,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Repository license is unknown; no explicit license file or declaration in SKILL.md.","Skill is highly verbose and may be overkill for trivial tasks, though it does instruct the agent to ask if overkill.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"]},"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":58,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","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","Repository license is unknown; no explicit license file or declaration in SKILL.md.","High-risk permission hints: Shell or command execution, Secrets or environment access","License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing"],"agent_contract":{"task_input":"Use sdlc 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: 62/100 Manual review","Audit: 70/100 Needs review","Safety: 26/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"baseinfinity-sdlc (sdlc)","install_command":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","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":"baseinfinity-sdlc","task":"Use sdlc 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/baseinfinity-sdlc","api":"https://www.openagentskill.com/api/agent/skills/baseinfinity-sdlc","audit":"https://www.openagentskill.com/skills/baseinfinity-sdlc/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=baseinfinity-sdlc&task=Use%20sdlc%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20sdlc%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20sdlc%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/baseinfinity-sdlc/install","manifest":"https://www.openagentskill.com/api/registry/manifest/baseinfinity-sdlc"}},"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":"GitHub automation","description":"I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"github-automation","title":"GitHub automation"},{"slug":"coding-agents","title":"Coding agents"}]},"applicableAgents":["Claude Code","OpenAI Agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add BaseInfinity/claude-sdlc-harness --skill sdlc","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":44,"starsLabel":"44","forks":6,"license":"Unknown","qualityScore":58,"trustScore":62,"auditScore":70},"maintenance":{"status":"fresh","label":"Pushed today","daysSincePush":0,"lastPushedAt":"2026-08-23T07:26:19+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Repository license is unknown; no explicit license file or declaration in SKILL.md.","Skill is highly verbose and may be overkill for trivial tasks, though it does instruct the agent to ask if overkill."]},"coverageTags":["Coding","GitHub automation","design-creative","agent-skill"]},"audit":{"audit_score":70,"risk_level":"needs_review","risk_label":"Needs review","quality_score":58,"trust_score":62,"maintenance_score":100,"security_score":65,"install_score":92,"warnings":["License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Repository license is unknown; no explicit license file or declaration in SKILL.md.","Skill is highly verbose and may be overkill for trivial tasks, though it does instruct the agent to ask if overkill.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 44 GitHub stars","Stars/forks activity: 44 stars, 6 forks; issue activity unavailable in current metadata","License clarity: Unknown","Dependency/runtime risk: command execution surface, credential or environment access"]},"quality_signals":{"model":"v2","star_score":11.57,"usage_score":0,"review_score":4.95,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","OpenAI Agents"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"testing-qa","title":"Testing and QA","url":"https://www.openagentskill.com/use-cases/testing-qa"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-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 BaseInfinity/claude-sdlc-harness --skill sdlc","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 baseinfinity-sdlc","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 \"sdlc\" agent skill from https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc. 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: Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying. 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\":\"baseinfinity-sdlc\",\"task\":\"Install sdlc\",\"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 \"sdlc\" as a Claude Code skill from https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc. 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: Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying. 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\":\"baseinfinity-sdlc\",\"task\":\"Install sdlc\",\"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 \"sdlc\" from https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc 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: Full SDLC workflow for implementing features, fixing bugs, refactoring code, testing, releasing, publishing, and deploying. Use this skill when implementing, fixing, refactoring, testing, adding features, building new code, or releasing/publishing/deploying. 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\":\"baseinfinity-sdlc\",\"task\":\"Install sdlc\",\"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/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc","github_repo":"BaseInfinity/claude-sdlc-harness","version":"1.0.0","license":"Unknown","urls":{"web":"https://www.openagentskill.com/skills/baseinfinity-sdlc","repository":"https://github.com/BaseInfinity/claude-sdlc-harness/tree/main/skills/sdlc","api":"/api/agent/skills/baseinfinity-sdlc","install_api":"/api/skills/baseinfinity-sdlc/install"},"meta":{"created_at":"2026-08-23T07:35:38.007854+00:00","updated_at":"2026-08-23T07:35:38.007854+00:00","agent_friendly":true}}