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Four new skills synthesized from patterns in NeoLabHQ/context-engineering-kit
(GPL-3.0). Clean-room approach: extracted rubrics from the originals
(triggers, phases, hard cases, footguns, novel patterns), then wrote from
scratch without referencing their prose. Ideas and methods aren't copyrightable;
wording is. These skills are independent works.
brainstorm Turn a vague idea into a validated design doc. Three
phases: one-question-at-a-time dialogue, six-approach
exploration (three conventional + three diverse tail
samples for anti-convergence), chunked design
presentation with per-chunk validation. Output:
docs/design/<topic>.md. Hands off to arch-decide /
arch-design / implementation.
memorize Curate session insights into project CLAUDE.md under a
dedicated "## Memorized Insights" section. Grow-and-
refine per ACE (arXiv:2510.04618): atomic, evidence-
backed, non-redundant bullets. Args: --dry-run, --max,
--target, --section, --source. Flags cross-project
patterns for promotion to ~/code/rulesets/claude-rules/.
Clearly delineates from auto-memory (private) and
formal rules (stable policy).
root-cause-trace Backward-walk technique for debugging. Observe symptom
→ identify immediate cause → walk up the call chain →
find original trigger → fix at source + defense-in-
depth at each intermediate layer. Instrumentation
guidance (stack capture before the dangerous op, not
after; stderr not framework logger in tests); test-
pollution bisection. Companion to /debug — /debug is
broader; this is specifically the backward walk.
five-whys Iterative why-questioning from symptom to process/
decision root cause. Five is a convention, not a
quota — stop when a cause, if eliminated, would prevent
every symptom in the chain. Handles branching (multiple
contributing causes). Validates chains by walking back
from root to symptom. Refuses to terminate at "human
error" or "not enough budget" — those have deeper
whys. Companion to root-cause-trace (that's for code
execution; this is for process).
Makefile SKILLS extended. make install symlinks all four into
~/.claude/skills/ alongside existing skills. Lint clean.
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