Agent skill · Audited from source
spec
skill · juliusbrussee/cavekitMIT licenceAudited 27 Oct 2026 · source 4ddfda34b42a
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 4ddfda34b42a and found no filesystem, network or shell access and no hard-coded secrets. What it does: 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…
Cite
Cite this page
ModelsAtlas. “spec (juliusbrussee/cavekit)”. Retrieved 27 Oct 2026. https://modelsatlas.com/skills/juliusbrussee/spec
2 skills are called “spec”. You are viewing juliusbrussee/cavekit.
- juliusbrussee/cavekit★ 1.2k✓SAFE
- kdlbs/kandev★ 972!CAUTION
Trust audit
Audit 0.4.1 · source read 27 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha 4ddfda34b42a · 27 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherjuliusbrussee GitHub userOwner of the repository this skill is read from
- Source folderjuliusbrussee/cavekit/skills/specThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdict4ddfda34b42aA new audit runs when the source changes
- Repository statusNot archivedLast push 73 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its 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…
--- 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.
Excerpt, first 3,399 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit 4ddfda3
git clone https://github.com/juliusbrussee/cavekit git -C cavekit checkout 4ddfda34b42a
The author documents no install command, so this uses the repository directly. Our verdict covers commit 4ddfda34b42a only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
4ddfda34b42a
README badge
For maintainers · shows the latest audit
[](https://modelsatlas.com/skills/juliusbrussee/spec/)
The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.
Similar skills
All coding & review skills →juliusbrussee/cavekit
Read-only drift detector. Diffs SPEC.md against current code and reports violations grouped by severity. Writes nothing — suggests remedies via the spec or build skills but never invokes them. Triggers when the user…
juliusbrussee/cavekit
Bug → spec protocol. When a bug is found or a test fails, trace the cause, decide whether a new §V invariant would catch recurrence, append to §B. This is the one non-obvious thing SDD does that plan-then-execute…
juliusbrussee/cavekit
Plan-then-execute implementation against SPEC.md. Native single-thread loop, no sub-agents. On test or build failure, auto-invokes the backprop skill before retrying — a failed verification always considers whether a…
juliusbrussee/cavekit
Optional design-improvement pass for when you have spare usage to drain. Finds the shallowest modules in the code the spec touches, researches a deeper design, and proposes refactors that shrink interfaces and hide…
juliusbrussee/cavekit
Calibrated interrogation of a fuzzy idea before it becomes a spec. Asks one question at a time, recommends an answer, and lands each answer in §G (goal) or §C (constraints) — unknowns parked as `?` items, never guessed.…
juliusbrussee/cavekit
Gather external knowledge the spec needs and distill it into §R — the durable research log — so build grounds in facts instead of hallucinating library behavior. Each finding cites a source; unsourced claims are…
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Questions about spec
What does the spec skill do?
Is spec safe to install?
What can spec access on my machine?
How current is this page?
Sources
- github.com/juliusbrussee/cavekit/tree/main/skills/spec — the audited source at commit 4ddfda34b42a and every finding aboveObserved · 27 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the spec skill do?
- Is spec safe to install?
- What can spec access on my machine?