
Backprop
juliusbrussee/cavekit/skills/backpropby juliusbrussee7421e87d5b51No license1.1K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 7 weeks ago
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 doesn't. Triggers on test failure, bug report, post-mortem, or explicit user ask.
- 7421e87d5b51Currentcommit 7421e87Published Oct 8, 2026
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Source:juliusbrussee/cavekitinskills/backpropat commit7421e87
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Creates, amends, or backpropagates bugs into a project SPEC.md at the repository root.

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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 flagged, never written as fact. Triggers when a spec decision hinges on a library/API/best practice the agent is unsure of, when the user says "research this", "what's the best lib for…", "check current best practice", or invokes /ck:research. Defers the §R write to the spec skill.

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Proposes refactors that make shallow code modules deeper, shrinking interfaces while keeping behavior and tests unchanged.

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Read-only drift detector that diffs SPEC.md against code and reports violations by severity.
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