Create, amend, or backprop bugs into SPEC.md at repo root. Sole mutator of the project spec. Triggers when the user asks to write a spec, start a new spec, distill a spec from existing code, add invariants, amend sections (§G, §C, §I, §V, §T, §B), or record a bug via backprop. Common phrasings: "write the spec for...", "new spec", "bug: ...", "amend §V.3", "distill spec from code", "spec this idea". Reads and follows FORMAT.md for the caveman encoding rules and pipe-table shape of §T and §B.
Scanned 9/22/2026
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npx -y skills add NVlabs/Skill2Env --skill spec --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: spec
description: |
Create, amend, or backprop bugs into SPEC.md at repo root. Sole mutator
of the project spec. Triggers when the user asks to write a spec, start
a new spec, distill a spec from existing code, add invariants, amend
sections (§G, §C, §I, §V, §T, §B), or record a bug via backprop.
Common phrasings: "write the spec for...", "new spec", "bug: ...",
"amend §V.3", "distill spec from code", "spec this idea". Reads and
follows FORMAT.md for the caveman encoding rules and pipe-table shape
of §T and §B.
---
# spec — spec mutator
Read `FORMAT.md` at repo root if not already loaded. Caveman skill applies to all writes here.
## DISPATCH
Inspect user request and project state:
1. No `SPEC.md` at repo root AND args describe idea → **NEW**
2. No `SPEC.md` AND `from-code` in args → **DISTILL**
3. `SPEC.md` exists AND args start `bug:` → **BACKPROP**
4. `SPEC.md` exists AND args start `amend` → **AMEND**
5. `SPEC.md` exists, no args → ask user which mode
## INPUTS — spec is the sole mutator
The other verbs produce material; spec writes it. Ingest their handoff blocks
into the right section, show a diff, write on OK:
- **grill** → sharpened §G + §C
- **research** → §R rows (add the §R section if absent)
- **review** → drafted §V lines + the risk verdict
- **deepen** → §I/§V/§T amendments
⊥ rewrite a section the handoff did not name. Sectioned ownership (see FORMAT.md).
## NEW — idea → spec
Input: user idea. If it arrived fuzzy, prefer running **grill** first.
Steps:
1. Extract goal (1 line, caveman). → §G.
2. List constraints user stated or implied. → §C.
3. List external surfaces user named. → §I.
4. §R only if **research** ran — else omit the section (right-size).
5. Propose initial invariants. → §V (numbered V1…).
6. Break goal into ordered tasks. → §T pipe table, all status `.`, ids T1…
7. §B section with header row only (`id|date|cause|fix`).
Write to `SPEC.md`. Show user full file. Ask: "spec OK? `/review` if high-blast-radius, else `/build`."
## DISTILL — code → spec
Walk repo. Produce §G (infer from README/package.json/main entry), §C (infer from stack), §I (enumerate public APIs/CLIs/configs), §V (derive from tests and assertions), §T (one task per known TODO or missing test), §B (empty).
Caveman everywhere. Flag uncertain items with `?` in text so user can confirm.
## BACKPROP — bug → §B + §V
Input: `bug: <description>`.
Steps:
1. Parse bug description.
2. Find root cause (read relevant code).
3. Decide: would a new invariant catch recurrence? If yes → draft `V<next>`.
4. Append §B row: `B<next>|<date>|<cause>|V<N>`.
5. Append new invariant to §V.
6. If fix also changes behavior → add/update §T rows.
7. Show diff. Apply only on user OK.
Rule: every bug gets a §B entry. Invariant optional but preferred.
## AMEND — targeted edit
Input: `amend §V.3` or `amend §T` etc.
Read that section. Show current. Ask user what changes. Write. Show diff.
Never silently rewrite sections user did not name.
## OUTPUT RULES
- Caveman format per `FORMAT.md`.
- Preserve identifiers, paths, code verbatim.
- Numbering monotonic — never reuse §V.N or §B.N.
- §T row `cites` column ! list §V/§I deps: `T5|.|impl auth mw|V2,I.api`.
## NON-GOALS
- No sub-agents. Main thread writes.
- No dashboards, no logs, no state files beyond SPEC.md itself.
- No auto-build after spec. User invokes build explicitly.
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