Register an external knowledge base library in the user-scope global registry at ~/.sdlc/global-libraries.json. Validates that the target path exists, contains a _shelf-index.md, and parses its format_version. Optional helper — hand-editing the JSON is also supported.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Pure-Python knowledge base statistics dashboard. Reads shelf-index and log.md; emits Inventory, Layer distribution, Domain distribution, Recent Activity, and Staleness sections. No agent dispatch. Read-only.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Policy for the cross-model council: when to hand off to an installed sibling plugin's own slash command (`/codex:*`) versus dispatching our `delegation-runner` (backend: codex|agy|…), which backend to pick, what permission posture to use, and the fan-out/cost discipline that applies regardless of backend — plus the council layer built on that substrate: which play to run, how a cast gets picked from the project roster, budget guardrails, and where project policy/commission config lives. Consult before delegating out to a peer agentic CLI, before choosing between a sibling plugin's command and our runner, before choosing a permission posture, before fanning out more than one external delegation concurrently, or before running a council play (`/…:council-run`).
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Stage source files into library/raw/, converting non-markdown formats via markitdown (PDF/DOCX/PPTX/XLSX/HTML/CSV) or pandoc (TeX/EPUB/RST/ORG). Adds provenance frontmatter. No agent dispatch.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Onboarding workflow for cross-library KB query in a consulting practice. Discovers existing user-scope library registrations, prompts for additions, validates each library, helps activate the relevant ones for the current project, runs a smoke test, and reports a clear "ready" or "issues to fix" verdict. Use --verify-only to skip prompting and just validate existing setup (sub-task 23 of
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Query the project knowledge base. Wraps the research-librarian agent. The librarian reads the shelf-index, identifies the 2-4 most relevant library files for the question, deep-reads only those, and returns structured evidence with citations. Stateless — reads the index fresh on every query.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Pre-submission audit for an App Store release — runs the pre-flight checks and walks the three privacy surfaces, the high-frequency App Review rejection guidelines, and metadata/release-option choices. Use before submitting an iOS app for App Review.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Install Archon, build the sdlc-worker Docker images, and configure SDLC workflows. Run once after installing the sdlc-workflows plugin.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Drive agent-knowledge-updater over a batch of staged files in library/raw/. Tracks progress in .batch-progress.json for resume support. Sequential by default; --parallel <N> opt-in (max 5). Single shelf-index rebuild and one consolidated log.md entry at the end.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Generate a GitHub Actions workflow for SDLC validation. Use when setting up CI/CD for a new project.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Parallel map-reduce bulk ingest for large source sets. Map phase dispatches read-only knowledge-extractor agents (≤N-wide, default Haiku) emitting per-source JSON extracts; Python routes extracts by target library file (fuzzy-merging new topics, pre-allocating new files, flagging oversized topics); reduce phase dispatches one agent-knowledge-updater per file (parallel, one writer per file); single shelf-index rebuild + one log.md entry. Resumable. Supersedes kb-ingest-batch.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Manage the project's layer vocabulary — list allowed layers with file counts, add new layers, or safely remove unused layers. Reads the shelf-index for usage data; writes CLAUDE.md atomically. No agent dispatch.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
File a librarian query result back into the library as a new page with provenance tracking. Karpathy's "good answers can be filed back into the wiki as new pages" insight made concrete. The library compounds from explorations, not just from external sources.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Add a satisfies link from a DES → REQ, TEST → REQ/DES, or CODE annotation → ID, validating that the target exists in the registry.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Generate a GitHub Actions workflow for Android — JDK + Gradle caching, build, unit + instrumented tests, Android Lint, run the Android pre-flight checks, and (optionally) sign + upload a signed app bundle to a Play track. Use when setting up CI for an Android app.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Dispatch a structured cross-phase review of a phase artefact. MANDATORY for design-spec and test-spec; the gate validator checks for the resulting review record before passing. Recommended for requirements-spec.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Scaffold a new Android app with SDLC and Play-safe defaults — Kotlin/Compose Gradle project with version catalog, convention plugins, module layout, a targetSdk that meets the Play mandate, R8 on release, and git-ignored signing so it passes the pre-flight checker from day one. Use when starting a new Android project.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Parse all `# implements:` annotations in source code and emit `library/_code-index.md` as a shelf-index. Also extracts cross-module import edges and writes `library/_dependency-edges.md`. Idempotent — re-running produces byte-identical output if no annotations or imports changed.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Check whether the knowledge base shelf-index is stale relative to the library files. Reports drifted entries without rebuilding. Designed to be invoked from environment validation or pre-push hooks as an opt-in check. Default mode is warning; strict mode fails with non-zero exit when any drift is detected.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Validated Google Play release — runs the pre-flight checks and clears the Play policy gates, builds a signed app bundle with a git-stamped versionCode, uploads to a track, and walks staged rollout (with halt/roll-forward). Use when releasing an Android app to Play.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Set up Android app signing safely — generate an upload keystore, enroll in Play App Signing, and wire a Gradle release signingConfig that reads secrets from a git-ignored keystore.properties / CI (never committed). Use when configuring signing for a Play release.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Generate boilerplate `# implements:` annotation for a function based on the artefact ID, inserting it as the first line of the function body.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Commission a project to the Assured (Method 2) SDLC bundle — install plugin, scaffold programs.yaml, set granularity and regulatory context, configure change-impact-gate.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Run the SDLC validation pipeline using direct tool invocations. No wrapper scripts required. Use when checking code quality before commits or PRs.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026