backprop
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…
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
$ npx -y skills add JuliusBrussee/cavekit --skill deepen --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/deepenContext preview
The summary Claude sees to decide when to auto-load this skill.
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
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.
**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.
⊥ run mid-feature or under pressure. Deepen is the deliberate pass, not the reflex.
Scan the modules the spec touches. Rank by shallowness — interface surface vs work done. Pick the **one** worst offender. Tells:
One module per pass. Deepening is surgical, ⊥ a codebase sweep.
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).
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:
Draft the change as spec edits, not a silent rewrite:
Hand to **spec** to write. Show the before/after interface so the user sees the shrink.
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.
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.
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 recurrence, append to §B. This is the…
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…
Caveman encoding for SPEC.md and spec-adjacent writes. Loaded by /spec, /build, /check. Cuts tokens ~75% vs prose while staying precise. Triggers on any write…
Read-only drift detector. Diffs SPEC.md against current code and reports violations grouped by severity. Writes nothing — suggests remedies via the spec or…
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…
Gather external knowledge the spec needs and distill it into §R — the durable research log — so build grounds in facts instead of hallucinating library…