backprop
Bug → spec protocol. When a bug is found or a test fails, trace the cause, decide whether a new §V invariant would catch…
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.
Claude Code
$ npx -y skills add JuliusBrussee/cavekit --skill spec --agent claude-code
Codex
$ npx skills add JuliusBrussee/cavekit --skill spec -a codex -y
Cursor
$ npx skills add JuliusBrussee/cavekit --skill spec -a cursor -y
Gemini CLI
$ npx skills add JuliusBrussee/cavekit --skill spec -a gemini-cli -y
GitHub Copilot
$ npx skills add JuliusBrussee/cavekit --skill spec -a github-copilot -y
OpenCode
$ npx skills add JuliusBrussee/cavekit --skill spec -a opencode -y
Windsurf
$ npx skills add JuliusBrussee/cavekit --skill spec -a windsurf -y
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.
Read `FORMAT.md` at repo root if not already loaded. Caveman skill applies to all writes here.
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
The other verbs produce material; spec writes it. Ingest their handoff blocks into the right section, show a diff, write on OK:
⊥ rewrite a section the handoff did not name. Sectioned ownership (see FORMAT.md).
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`."
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.
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.
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.
Frozen — compressed spec-driven development plugin for Claude Code. Still works; active development moved to JuliusBrussee/caveman.
Bug → spec protocol. When a bug is found or a test fails, trace the cause, decide whether a new §V invariant would catch…
Plan-then-execute implementation against SPEC.md. Native single-thread loop, no sub-agents. On test or build failure,…
Caveman encoding for SPEC.md and spec-adjacent writes. Loaded by /spec, /build, /check. Cuts tokens ~75% vs prose while staying…
Read-only drift detector. Diffs SPEC.md against current code and reports violations grouped by severity. Writes nothing —…
Optional design-improvement pass for when you have spare usage to drain. Finds the shallowest modules in the code the spec…
Calibrated interrogation of a fuzzy idea before it becomes a spec. Asks one question at a time, recommends an answer, and lands…
Executes the tasks defined in the specified track's plan. Use this to start or continue working on a feature, bug fix, or chore.
结构化深度讨论 Skill,用于与用户进行多轮问题分析和方案设计。当用户描述一个问题现象、故障表现、 技术困惑、方案选择困难,或明确说"讨论一下"、"帮我分析"、"我遇到一个问题"、"你觉得怎么样"、 "帮我想想"、"我在纠结"时,必须使用本…