extract-approach

name	extract-approach
description	The recorder — after every non-trivial solved problem, write ONE learnings note capturing the approach, the judgment calls, and the reusable rule, written for a weaker model reading cold. A solution without its learnings note is unfinished work.

extract-approach — the recorder

Every hard problem solved in a session leaves reasoning that evaporates when the session ends. This skill converts it into a permanent asset: one note per solved problem, readable by every model (and human) that comes after — especially models LESS capable than the one that solved it.

When to fire

After every NON-TRIVIAL solved problem: a diagnosed bug with a non-obvious root cause, an architecture decision, a gnarly integration, a strategy call. NOT for routine edits, mechanical fixes, or anything a fresh session would re-derive in under a minute.

The note — write to docs/learnings/YYYY-MM-DD-<slug>.md

Four sections, in this order, each as short as truth allows:

1. The problem, in one line. The observable symptom or question — not the solution restated.
2. The approach. The decomposition that worked, as plain numbered steps a weaker model could re-execute. Include the dead ends only if skipping them is the insight.
3. Judgment calls. What was deliberately NOT done, and why. This is the highest-value section — a weaker model can follow steps but cannot reconstruct restraint.
4. The reusable rule, one line. The generalization that prevents the whole class of problem. If it's a correction of how we work, ALSO append it to tasks/lessons.md (one line, per CLAUDE.md §2.3).

Rules

• Written for a weaker model reading COLD: no session references ("as we saw above"), no unexpanded codenames, absolute dates only.
• One problem = one note. Don't bundle. Atomized notes get retrieved and reused; a bundled report gets stored and forgotten.
• If the fact is durable PROJECT state rather than an approach (a config, a gotcha, a decision), it belongs in the memory directory instead — this skill is for HOW the problem was cracked, not what is now true.
• Cross-link: name related learnings notes and memory entries where they genuinely connect.
• The note is part of the task's definition of done. Commit it with the fix.