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
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
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
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
Create a new feature with proposal, retrospective, and branch. Use when starting new development work.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Health-check the project knowledge base. Looks for contradictions between files, stale claims that newer sources have superseded, orphan files with no inbound cross-references, important concepts mentioned but lacking their own page, missing cross-references, and data gaps. Returns a structured report; does not auto-fix.
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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
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
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
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
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
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
Run an SDLC delegated workflow via Archon. Wraps the archon CLI with project-aware defaults.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Build a team Docker image from a manifest in .archon/teams/. Resolves plugin paths, generates Dockerfile with additive copy-only, makes plugins read-only, bakes team CLAUDE.md.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Commission a project to the Programme SDLC bundle. Tailored entry point with Programme-specific audience guidance; equivalent to /sdlc-core:commission --option programme.
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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
Export the REQ↔DES↔TEST traceability matrix for a feature in csv or markdown format. Phase D ships csv + markdown; Phase E (Assured) extends with standard-specific formats.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Commission a project to an SDLC option bundle (solo / single-team / programme / assured). Asks structured questions, recommends an option × level, installs the bundle, and records the decision in .sdlc/team-config.json.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Validated commit — runs quick checks before committing. Use when ready to commit changes.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Generate a GitHub Actions workflow for iOS — macOS runner, SPM/DerivedData caching, build, test on a simulator matrix, run the iOS pre-flight checks, and (optionally) sign + upload to TestFlight. Use when setting up CI for an iOS app.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Prepare and ship an iOS build to TestFlight — runs the submission pre-flight checks, fixes the config that blocks uploads/processing, then walks internal→external beta review. Use when releasing an iOS build to testers.
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SteveGJones/ai-first-sdlc-practices☆ 41Updated Oct 5, 2026
Integrate a new source into the project knowledge base. Wraps the agent-knowledge-updater agent. Source can be a local file path, a URL, or pasted content. The updater reads the source, classifies it, identifies which existing library files it touches, makes surgical updates or creates new files, rebuilds the shelf-index, and appends to log.md.
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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