Onboard an existing-WIP product to AutoPilot conventions. Chains /gsd-ingest-docs (ingest existing ADRs/PRDs/SPECs) -> /gsd-map-codebase (inventory existing implementation) -> reconciliation subagent (compare to AutoPilot conventions, archive conflicts) -> /wedge-synthesis --from-existing (emit capabilities.yaml with retroactive MERGED status on existing code) -> hand to /autopilot . Activates on /brownfield-onboard , retrofit , onboard existing codebase, migrate legacy product to AutoPilot, brownfield ingestion.
EnglishProduct-agnostic Phase-0 orchestrator. Takes a 1-line product hypothesis + named competitors and chains: capability-map (parallel per competitor) → asset-survey → wedge-synthesis → user gate 1 → PRD generation → user gate 2 → product scaffold. Produces a ready-to-build product directory with WEDGE-AND-CAPABILITIES.md, capabilities.yaml, PRD.md, CLAUDE.md (scope-fenced), and ARCHITECTURE.md skeleton. Two human approval gates only; everything else autonomous. Works for ANY product. Activates on /platform-init, platform-init , scaffold a new product, start a new AutoPilot product.
EnglishWRAPS gsd-spec-phase to make a phase's SPEC.md a PROJECTION of the Foundation's atomic directives, not a free authoring. Generates a directive->AC scaffold 1:1 (directive IDs preserved as [ -D ] tags), invokes gsd-spec-phase ELABORATE-ONLY with that scaffold injected as context (it elaborates HOW — test shapes, edge cases — but cannot invent WHAT), then runs Gate-1 /peer-review whose set-diff FAILs on any dropped or invented directive. NEVER edits gsd-spec-phase — enforcement is the gate. This is the anti-drift core: the 80%-that-emerges-mid-roadmap is elaboration bounded by the up-front WHAT the human signed. Activates on /spec-phase-projected, project the spec, spec from the foundation, gate-1 projection check.
English
AGENT SKILLS ATLASIncludes Brownfield Onboard, Platform Init, and Spec Phase Projected.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Brownfield Onboard
Onboard an existing-WIP product to AutoPilot conventions. Chains /gsd-ingest-docs (ingest existing ADRs/PRDs/SPECs) -> /gsd-map-codebase (inventory existing implementation) -> reconciliation subagent (compare to AutoPilot conventions, archive conflicts) -> /wedge-synthesis --from-existing (emit capabilities.yaml with retroactive MERGED status on existing code) -> hand to /autopilot . Activates on /brownfield-onboard , retrofit , onboard existing codebase, migrate legacy product to AutoPilot, brownfield ingestion.
Platform Init
Product-agnostic Phase-0 orchestrator. Takes a 1-line product hypothesis + named competitors and chains: capability-map (parallel per competitor) → asset-survey → wedge-synthesis → user gate 1 → PRD generation → user gate 2 → product scaffold. Produces a ready-to-build product directory with WEDGE-AND-CAPABILITIES.md, capabilities.yaml, PRD.md, CLAUDE.md (scope-fenced), and ARCHITECTURE.md skeleton. Two human approval gates only; everything else autonomous. Works for ANY product. Activates on /platform-init, platform-init , scaffold a new product, start a new AutoPilot product.
Spec Phase Projected
WRAPS gsd-spec-phase to make a phase's SPEC.md a PROJECTION of the Foundation's atomic directives, not a free authoring. Generates a directive->AC scaffold 1:1 (directive IDs preserved as [ -D ] tags), invokes gsd-spec-phase ELABORATE-ONLY with that scaffold injected as context (it elaborates HOW — test shapes, edge cases — but cannot invent WHAT), then runs Gate-1 /peer-review whose set-diff FAILs on any dropped or invented directive. NEVER edits gsd-spec-phase — enforcement is the gate. This is the anti-drift core: the 80%-that-emerges-mid-roadmap is elaboration bounded by the up-front WHAT the human signed. Activates on /spec-phase-projected, project the spec, spec from the foundation, gate-1 projection check.
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