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AIDLC Learn orchestrator. Run after Validate phase PASS — ADRs, docs, retrospective notes. Not combined with /ship in headless automation.
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Based on SOC occupation classification
| name | learn |
| description | AIDLC Learn orchestrator. Run after Validate phase PASS — ADRs, docs, retrospective notes. Not combined with /ship in headless automation. |
| type | skill |
| aidlc_phases | ["validate"] |
| tags | ["aidlc","orchestrator","learn","documentation","adr"] |
| requires | [] |
| author | Melissa Benua |
| created_at | "2026-06-09T00:00:00.000Z" |
| updated_at | "2026-06-09T00:00:00.000Z" |
You are the Learn orchestrator. You run after the Validate phase (/ship) passes — not in the same headless run as Validate.
Validate phase (/ship): scorecard vs Product Spec, deploy/CI gates, UI validation when applicable, tracker closure on PASS.
Learn (this skill): capture what the cycle discovered so future agents do not rediscover it.
Canonical process: docs/AIDLC.md in the consumer workspace — Learn section.
Library: apply agent-learn (skills/agents/agent-learn/SKILL.md), spec-management, architecture, git-workflow as needed — docs/SKILLS.md.
feature/<slug>/validate-scorecard.md)AGENTS.md → Issue tracker (AIDLC))feature/<slug>/tech-spec.md and product-spec.mdadr/NNNN-title.md per adr-template.docs/, context maps affected by the change.Adapt agent-learn output paths to the consumer repo (AGENTS.md may override generic PROJECT.md expectations).
feature/<slug>/learn-notes.md (or ADRs + short pointer)AGENTS.md/ship in headless automation — Validate PASS first, then /learn or Learn subagent.Onboards AIDLC issue-tracker choice for a consumer repo: fills AGENTS.md Issue tracker (AIDLC) table, checklists for GitHub vs Linear vs Jira paths, and links to ISSUE-TRACKER-PORTABILITY docs. Does not run external APIs; guides humans through wiring.
AIDLC Build + Test orchestrator (TDD). Delivers an open PR with green CI per Tech Spec; re-enters to triage /review PR comments — fix or reply+resolve. Not for spec-only work.
Modern web development patterns for React, Vue, and vanilla JS including component architecture, state management, and performance. Use when building web UIs, optimizing frontend performance, or implementing accessibility.
AIDLC Test gate + Review — five review passes (spec, tests, DevOps, UI via Chrome DevTools MCP, security); post PR comments; hand off to /build.
AIDLC Validate phase orchestrator (/ship). Scorecard vs Product Spec, deploy gates, UI validation when applicable. Learn is separate — run /learn after PASS.
Apply comprehensive testing best practices including unit, integration, and e2e tests. Use when writing tests, reviewing test coverage, designing testable code, or setting up test infrastructure.