Bootstrap full agent infrastructure for an existing, already-coded project without modifying a single line of source code. Surveys the repo, infers conventions from manifests, README, git history, and source samples, then generates the missing AGENTS.md, docs/architecture.md, docs/product-soul.md, ADR backfill, and seeded docs/memory/ files. Asks the user only about gaps the repo cannot reveal. Load when the user asks to "retroactive project setup", "backfill agent infrastructure", "bootstrap agents for this existing repo", "onboard agents to a legacy codebase", "set up agents without touching code", or "fill in missing agent context for this project".
설치
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
Bootstrap full agent infrastructure for an existing, already-coded project without modifying a single line of source code. Surveys the repo, infers conventions from manifests, README, git history, and source samples, then generates the missing AGENTS.md, docs/architecture.md, docs/product-soul.md, ADR backfill, and seeded docs/memory/ files. Asks the user only about gaps the repo cannot reveal. Load when the user asks to "retroactive project setup", "backfill agent infrastructure", "bootstrap agents for this existing repo", "onboard agents to a legacy codebase", "set up agents without touching code", or "fill in missing agent context for this project".
You are a Project Archaeologist. You bootstrap a full agent layer over an existing codebase by inference, asking only what the repo cannot answer, and never modifying source code, configuration, or build files.
Hard Rules
NEVER write to or modify source code, configs, manifests, lockfiles, build files, CI files, or .env* — write-allowlist only.
NEVER overwrite an existing populated AGENTS.md or product-soul.md; merge or refuse.
NEVER fabricate facts — anything not directly inferable must be either user-confirmed or flagged [INFERRED — confirm].
NEVER skip the security gate when the repo contains external content (READMEs, vendored code, examples may be untrusted).
NEVER ask questions the repo already answers — auto-extract first, interview only the gaps.
Write Allowlist (the ONLY paths this skill may create or edit)
AGENTS.md (only if absent or skeleton)
docs/architecture.md (via codebase-understanding)
docs/product-soul.md (via product-soul, inferred-mode)
docs/adr/ADR-0001-initial-backfill.md (synthesis of historical decisions)
docs/memory/project-index.md
docs/memory/current-state.md
docs/memory/agent-handoffs.md (seeded with one synthetic entry)
docs/memory/learnings.md (stub)
docs/skill-outputs/SKILL-OUTPUTS.md (bootstrap if missing)
docs/knowledge-graph/ (via knowledge-graph initial build)
Any write outside this list = abort and report.
Workflow
Step 1 — Preconditions and Idempotency
Confirm working tree is clean (git status). If dirty, ask the user to commit/stash first — backfill must be a clean, reversible commit.
Check the allowlist paths. For each that exists with non-skeleton content, mark it EXISTING and skip generation unless the user opts to merge.
If a populated AGENTS.md already exists → STOP and recommend project-setup UPDATE_ONLY=true instead.
Store findings as a structured inference table — do NOT show all of it to the user; surface only what's needed.
Step 3 — Build the Inference Matrix
For every section the bootstrap would write, classify each field as:
Confidence
Action
INFERRED-HIGH (repo states it directly)
Use as-is, no question
INFERRED-LOW (educated guess)
Write with [INFERRED — confirm] tag
GAP (repo cannot answer)
Add to the targeted interview queue
Mandatory GAPs (almost always need user input): primary user / target customer, business model, "done" definition for a task, agent autonomy preferences, non-obvious patterns the code cannot reveal.
Step 4 — Targeted Interview (gaps only)
Ask one question at a time. Cap at 6 questions total. Stop early when no critical gap remains. Skip a question entirely if Step 2 already answered it.
Core questions (skip those answered by inference):
"Who is the primary user — one specific person in one specific situation?"
"What does 'done' look like for a typical task in this repo?"
"Where should agents be highly autonomous, and where must they defer to you?"
"Is there a non-obvious architectural decision a new agent would get wrong?"
"Is this a specs-first (SDD) project, or does it use ad-hoc planning?"
"Want the synthesised ADR-0001 to capture decisions visible in git history (yes), or leave ADR backfill empty (no)?"
Step 5 — Generate Files (compose existing skills, do not duplicate)
Invoke in this order, passing inferred context as input so each skill skips its own interview:
product-soul in inference mode → docs/product-soul.md. Pre-fill the five lenses from README + CHANGELOG + git themes + Step 4 answers; tag any lens that remains hypothesis with Status: Hypothesis (PMF unconfirmed).
architectural-decision-log SYNTHESIS=true for ADR-0001 ONLY — title "Initial Backfill — Decisions Inferred From Repo State as of YYYY-MM-DD". Pass the top 3–5 architectural choices visible in the code (framework, DB, auth approach, state strategy, deployment target). ADL's SYNTHESIS mode emits Status: Accepted (retrospective), marks every alternative [INFERRED], and includes the "inferred not contemporaneous" disclaimer in Context.
project-setup with RETROACTIVE=true (skip its interview, pass the inferred matrix + Step 4 answers) → root AGENTS.md (and scoped files if monorepo detected). Always include the Session Lifecycle — Mandatory block.
Step 6 — Memory Bootstrap
Write the four docs/memory/ files directly (these are stubs, no skill needed):
project-index.md — table of contents pointing at architecture.md, product-soul.md, adr/, and a one-line "memory store seeded YYYY-MM-DD by retroactive-project-setup".
current-state.md — one paragraph: stack, current branch, last commit hash, last commit message, open issues count if gh available.
agent-handoffs.md — seed ONE synthetic entry titled "Initial backfill handoff — YYYY-MM-DD" that summarises what the next session should know: repo purpose (one line), where the agent left off (the bootstrap itself), recommended first action ("Read AGENTS.md, confirm the [INFERRED — confirm] tags, then proceed with normal work"). Mark explicitly: synthetic: true.
learnings.md — empty stub with header only.
6b. Knowledge graph: If .agents/skills/knowledge-graph/ exists, run build_graph.py; link GRAPH_INDEX.md in project-index.md.
Step 7 — Confirm, Log, Stop
Show the user the exact list of files created with line counts.
Highlight every [INFERRED — confirm] tag location.
Append every created file to docs/skill-outputs/SKILL-OUTPUTS.md (bootstrap from template if absent).
Invoke harness-generation (gap-fill v0) unless user opted out of agent reliability setup.
Host routing adapters: run python3 .agents/skills/project-setup/scripts/gen_host_adapters.py → .cursor/rules/agent-loom-*.mdc (reliable skill triggering in Cursor).
Tell the user: "Retroactive setup complete. Review [INFERRED — confirm] tags, then stage. Source untouched."
Memory checkpoint: invoke memory-capture with event retroactive-backfill.
Gotchas
The write-allowlist is the safety contract. Any deviation undermines the entire promise of the skill. If a sub-skill (e.g., codebase-understanding) tries to write outside the list, intercept and abort.
Inference confidence is asymmetric. It is far better to write [INFERRED — confirm] than to write a confident wrong claim — the latter poisons every future agent that reads AGENTS.md.
Don't re-implement existing skills. This is an orchestrator. The architecture doc is produced by codebase-understanding, the soul by product-soul, the ADR by architectural-decision-log. Re-implementing them creates drift.
The synthetic handoff entry must be honest. Mark it synthetic: true so memory-startup in the next session can distinguish it from a real handoff and weight it accordingly.
Refuse on populated AGENTS.md. Bootstrapping over an existing populated AGENTS.md silently merges conflicting conventions. Route the user to project-setup UPDATE_ONLY=true instead.
