Agent skill · Audited from source

review

skill · juliusbrussee/cavekitMIT licenceAudited 26 Oct 2026 · source 4ddfda34b42a

★ 1,156pushed 72 days ago
✓SAFEGrade B · 89/100 · 26 Oct 2026 · 4ddfda3
1,156repo stars · whole juliusbrussee/cavekit

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: Adversarial senior review of the spec before any code is written. Constructs a skeptical reviewer whose authority comes from the codebase, §R research, and live best-practice — then tries to REFUTE the spec, not…

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ModelsAtlas. “review (juliusbrussee/cavekit)”. Retrieved 26 Oct 2026. https://modelsatlas.com/skills/juliusbrussee/review

9 skills are called “review”. You are viewing juliusbrussee/cavekit.

and 4 more with this name.

Trust audit

Audit 0.4.1 · source read 26 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

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

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

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 · 26 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/reviewThe 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 72 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Adversarial senior review of the spec before any code is written. Constructs a skeptical reviewer whose authority comes from the codebase, §R research, and live best-practice — then tries to REFUTE the spec, not…

---
name: review
description: |
  Adversarial senior review of the spec before any code is written. Constructs a
  skeptical reviewer whose authority comes from the codebase, §R research, and
  live best-practice — then tries to REFUTE the spec, not rubber-stamp it. Every
  finding cites evidence (file:line or source); unverifiable ones are flagged.
  Survivors harden §V; the run ends in an explicit go / no-go gate. Triggers
  before building anything high-blast-radius, when the user says "review the
  spec", "red-team this", "is this plan sound", "senior review", or invokes
  /ck:review.
---

# review — refute the spec before build

**Every finding cites evidence — file:line or a source. No evidence → flag `[unverified]`. Default to refuted: a flaw you cannot prove is a flaw you note, not one you wave through.**

An LLM cannot self-correct on its own judgment — left alone it drifts or
degrades. Review fixes that the only way that works: a *separate* skeptic
anchored to an *external oracle* — the code, §R, the test suite, the docs.
"Looks good" is not a review. A refutation attempt is.

## WHEN TO REVIEW

- Before `/build` on a high-blast-radius change (shared module, auth, data, money, public API).
- Spec touched §I or §V that other code depends on.
- Right-sizing says the cost of a wrong build > the cost of one review pass.

Skip for a trivial, reversible, well-understood change. Adversarial review on a
typo hallucinates flaws & wastes the budget — the self-critique paradox is real.

## PHASE 0 — CAPTURE

Read the spec: §G §C §I §R §V §T. Hold the whole thing. You review the *spec*,
not your memory of the conversation.

## PHASE 1 — CONSTRUCT THE SENIOR

Build a reviewer with real authority, not a generic critic:
- **Codebase** — grep/read the modules this spec touches. What patterns, what invariants already hold?
- **§R** — what did research establish? A spec decision that contradicts §R is a finding.
- **Live** — for any best-practice claim you are unsure of, fetch it. An out-of-date assumption is a flaw.

A reviewer with no evidence is just an opinion. Earn the authority first.

## PHASE 2 — REFUTE

Attack the spec on these axes. For each, try to find the case where it breaks:
- **Goal vs reality** — does §G solve the actual problem, or a proxy?
- **Missing invariant** — what can go wrong that no §V catches? (most findings live here)
- **Interface drift** — does §I match what callers already expect? (cite the caller, file:line)
- **Constraint conflict** — do two §C bullets contradict? does one fight §R?
- **Unowned edge** — the input, ordering, failure, or concurrency case no §T covers.
- **Altitude** — §T too vague to act on, or so granular it is just typing?

## PHASE 3 — CLASSIFY

Each finding: `evidence → claim → severity`.
- **BLOCK** — build on this spec ships a real defect. Must fix first.
- **HARDEN** — add/sharpen a §V so the build cannot regress it.
- **NOTE** — worth knowing, not blocking.

No evidence? Down-rank to NOTE & tag `[unverified]`. ⊥ inflate a hunch to BLOCK.

## PHASE 4 — HARDEN §V & GATE

- Each HARDEN finding → a draft §V line (testable, cites the §I/behavior it guards). Hand to **spec** to write.
- End on an explicit gate:

```
## review verdict
BLOCK: 1 — §I.api shape ≠ caller src/client.ts:40. fix §I before build.
HARDEN: 2 — drafted V8 (idempotent refund), V9 (tx around dual write).
NOTE: 1 — §T4 vague, split before /build.
gate: NO-GO until BLOCK cleared. then /build §T after spec writes V8,V9.
```

GO or NO-GO, never a shrug. Review is the checkpoint that stops a confident wrong build.

## BOUNDARIES

- ⊥ write SPEC.md. Draft §V & hand to spec.
- ⊥ pass a finding with no evidence as fact. Flag `[unverified]`.
- ⊥ review trivia. Right-size or skip.
- ⊥ rewrite the user's intent. You harden the spec, you do not replace its goal.

Excerpt, first 3,832 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

Download folder ↗
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

  1. ✓SAFE B 89 / 100

    first audit · source 4ddfda34b42a

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/juliusbrussee/review/badge.svg)](https://modelsatlas.com/skills/juliusbrussee/review/)

The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.

check✓SAFE

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…

★ 1.2kGrade B
backprop✓SAFE

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…

★ 1.2kGrade B
build✓SAFE

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…

★ 1.2kGrade B
deepen✓SAFE

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…

★ 1.2kGrade B
grill✓SAFE

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.…

★ 1.2kGrade B
research✓SAFE

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…

★ 1.2kGrade B

Add this badge to your README

[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/juliusbrussee/review/badge.svg)](https://modelsatlas.com/skills/juliusbrussee/review/)

Questions about review

What does the review skill do?
Frozen — compressed spec-driven development plugin for Claude Code. Still works; active development moved to JuliusBrussee/caveman.
Is review safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can review access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (4ddfda34b42a), read on 2026-10-26. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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