Skills for Real Engineers. Straight from my .agents directory.
systematic-debugging
Agent skill fromGanyuanRan/Aegis
Use when encountering a bug, test failure, or unexpected behavior, before proposing fixes
How to install systematic-debugging
install systematic-debugging
# install the Aegis pack with the skills CLI
npx skills add GanyuanRan/Aegis# or add only this skill to Claude Code: copy the folder
skills/systematic-debugging/
# into
~/.claude/skills/systematic-debugging/ (all projects)
.claude/skills/systematic-debugging/ (one project)
1# Execute23Bug, failure, or unexpected behavior:451. **Isolate** — read error, reproduce, inspect the diff, and drill upward through diagnostic layers:6 L1 symptom → L2 logic → L3 system → L4 architecture → L5 cross-system7 contract → L6 platform → L7 spec gap. Layers are observation altitudes,8 not one causal chain; the causal shape at the stop altitude is classified9 explicitly before any root claim. Stop only when causal proof accounts10 for the recurrence generator or reaches a T-class boundary.112. **Identify owner** — compare working behavior, trace the bad value, locate the12 canonical owner, and treat duplicate owners as a finding.133. **Decide before editing** — Before fixing, run Patch-Shape Triage and Ripple Signal Triage when shared logic,14 contracts, fallbacks, adapters, producer/consumer seams, or source-of-truth15 boundaries are involved. Surface Change Necessity for any new source-code16 path or non-trivial source edit. Run Minimality Check for a new branch,17 fallback, adapter, owner, or compatibility path, and Pre-Edit Complexity18 Check for an overloaded owner or complexity growth. After Change Necessity19 selects `code-change` and before the first repair edit, own the TDD Route for20 the repair slice per `test-driven-development` (`off` default; `strict` on21 behavior/bugfix/shared/contract/persistence/permission/migration risk).224. **Prove** — test one hypothesis with the smallest reproduction or23…
Excerpt shown under the repository's MIT license.
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