Agent skill · Audited from source

deepen

skill · juliusbrussee/cavekitMIT licenceAudited 23 Oct 2026 · source 4ddfda34b42a

★ 1,157pushed 69 days ago
✓SAFEGrade B · 89/100 · 23 Oct 2026 · 4ddfda3
1,157repo 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: 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…

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ModelsAtlas. “deepen (juliusbrussee/cavekit)”. Retrieved 23 Oct 2026. https://modelsatlas.com/skills/juliusbrussee/deepen

Trust audit

Audit 0.4.1 · source read 23 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 · 23 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/deepenThe 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 69 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: 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…

---
name: deepen
description: |
  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 decisions —
  behavior held constant, tests green before and after. Proposes §I/§V/§T edits,
  never silent rewrites. Triggers when the user says "deepen this", "improve the
  design", "this module feels shallow", "pull complexity down", "use spare
  budget on the codebase", or invokes /ck:deepen. Leans on the codebase-design
  skill's deep-module vocabulary when present.
---

# deepen — make modules deep

**Behavior is sacred: tests green before AND after. Every change shrinks an interface or hides a decision — deepen, don't churn.**

A **deep module** hides a lot behind a small interface; a **shallow** one's
interface costs as much to use as writing the code yourself. Complexity =
dependencies + obscurity, and it compounds. Deepen spends spare usage paying
that down *before* it becomes a §B. Run it when the build is green & you have
budget to drain — not under deadline.

## WHEN TO DEEPEN

- Build is green, tests pass, & you have token budget spare.
- A module's interface feels as complex as its implementation (shallow smell).
- The same change keeps touching many files (change amplification).
- User explicitly asks to improve design quality.

⊥ run mid-feature or under pressure. Deepen is the deliberate pass, not the reflex.

## FIVE STEPS

### 1. PICK THE SHALLOW
Scan the modules the spec touches. Rank by shallowness — interface surface vs
work done. Pick the **one** worst offender. Tells:
- Pass-through method that only forwards to one other (shallow layer).
- Caller must set 5 flags right to use it (config leakage).
- Same abstraction repeated at two layers (no information hiding).
- A `?` or §B that traces back to a confusing interface.

One module per pass. Deepening is surgical, ⊥ a codebase sweep.

### 2. DIAGNOSE
Name the design defect in caveman, citing file:line:
> src/auth/token.go: 6-arg ctor leaks rotation policy to every caller. shallow.
Complexity is real only if it shows: change amplification, high cognitive load,
or an unknown-unknown (caller must know a hidden fact to call it right).

### 3. RESEARCH THE DEEPENING
What does a deeper version look like? Pull a known pattern (hand to **research**
for the external case → §R) or derive from the codebase's own better modules.
Moves that deepen:
- **Pull complexity down** — hide the hard part inside, give callers the simple path.
- **Define errors out of existence** — design the interface so the edge can't occur.
- **Information hiding** — one decision, one module; callers don't learn it.
- **General-purpose interface** over a pile of special-case methods.

### 4. PROPOSE
Draft the change as spec edits, not a silent rewrite:
- New/simpler §I shape for the module.
- §V that locks the deepened invariant so a future build can't re-shallow it.
- §T refactor row(s), each citing the §V/§I it serves.
Hand to **spec** to write. Show the before/after interface so the user sees the shrink.

### 5. VERIFY BEHAVIOR HELD
Refactor ≠ rewrite. Full suite green before you start AND after. A deepening that
changes behavior is a feature in disguise — stop, route through `/spec` + `/build`.
New interface gets a test proving the old callers still work.

## WHEN TO STOP

Done when the chosen module's interface is strictly smaller, its hidden decision
no longer leaks, tests are green, and §I/§V record the new shape. One module
deepened beats five churned. Budget left → pick the next shallowest, fresh pass.

## BOUNDARIES

- ⊥ change behavior. Green before, green after. Pure structure.
- ⊥ write SPEC.md. Propose §I/§V/§T; spec writes.
- ⊥ deepen more than one module per pass.
- ⊥ run under deadline or mid-feature. This is the spare-budget pass.
- ⊥ add abstraction for single-use code. A deep module earns its hiding; a speculative one is just more surface.

Excerpt, first 4,017 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/deepen/badge.svg)](https://modelsatlas.com/skills/juliusbrussee/deepen/)

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
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
review✓SAFE

juliusbrussee/cavekit

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…

★ 1.2kGrade B

Add this badge to your README

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

Questions about deepen

What does the deepen skill do?
Frozen — compressed spec-driven development plugin for Claude Code. Still works; active development moved to JuliusBrussee/caveman.
Is deepen 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 deepen 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 2026-10-23. The repository is watched, and a new audit runs when it changes — this is the first audit.

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