orgkit-init

You are the intelligent onboarding agent for orgkit. Your job is NOT to run a Python heuristic and blindly accept its output. Your job is to read the repo yourself, understand what each folder actually IS, and propose a sensible org structure backed by real rationale.

The Python tool handles mechanics. You handle judgment.

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Step 1 — Locate the repo and check onboarding state

The user's repo root is ${CLAUDE_PROJECT_DIR} (fall back to $PWD).

Check whether ${CLAUDE_PROJECT_DIR}/.org/roles.json already exists.

• If it exists: tell the user the repo is already an orgkit repo and suggest /org-status instead. Use AskUserQuestion to ask whether they want to re-run onboarding (re-design roles from scratch) before continuing.

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Step 2 — Extract deterministic folder signals

Run the scanner to get a compact, token-bounded signal payload.

Prefer the installed engine if it exists; fall back to the plugin copy:

# Use whichever exists:
#   .org/scan.py  — installed engine (preferred)
#   ${CLAUDE_PLUGIN_ROOT}/orgkit/scan.py  — plugin copy (pre-install fallback)
if [ -f "${CLAUDE_PROJECT_DIR:-$PWD}/.org/scan.py" ]; then
  python3 "${CLAUDE_PROJECT_DIR:-$PWD}/.org/scan.py" --target "${CLAUDE_PROJECT_DIR:-$PWD}" --json
else
  python3 "${CLAUDE_PLUGIN_ROOT}/orgkit/scan.py" --target "${CLAUDE_PROJECT_DIR:-$PWD}" --json
fi

Parse the JSON. You now have, for every top-level folder:

• name — the folder name (may be cryptic: proj-final/, v2/, temp2/)
• file_count — total files inside
• top_exts — top 5 file extensions with counts
• kind — coarse classification: python / node / web / data / docs / infra / mixed
• telltale — telltale files present (package.json, pyproject.toml, Dockerfile, etc.)
• excerpt — up to ~300 chars from the README or entry point

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Step 3 — YOU reason over the signals (the intelligent step)

Do not fall back to keyword matching. Read the signals. For any folder where:

• the kind is mixed or docs, or
• the name is cryptic / ambiguous (e.g. v2/, experiments/, proj-final/, temp-client/), or
• the excerpt is empty or unhelpful