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The three long skills now pull learnings keyed to their theme at the
top, then re-pull at phase boundaries as work shifts to new sub-tasks.
Top-of-skill queries (5-6 token unions, token-OR matched):
- investigate: "debug investigation root cause hypothesis bug fix"
- qa: "qa testing bug regression flake fixture"
- ship: "release ship version changelog merge pr"
Mid-flow refresh blocks (concrete keyword recipe + worked examples):
- investigate: between Phase 1 (hypothesis) and Phase 2 (analysis),
keyed to the hypothesis noun. Examples: auth-cookie, session-expiry.
- qa: between Phase 7 (triage) and Phase 8 (fix loop), keyed to the
buggy component name. Examples: checkout-button, signup-form.
- ship: just before Step 12 (VERSION bump), keyed to the headline
feature. Examples: learnings-search, pacing, worktree-ship.
Keyword recipe enforces alphanumeric+hyphen only (no quotes, slashes,
dots, colons) so dynamic queries cannot inject shell metacharacters.
The other 13 short-lived skills keep the bare {{LEARNINGS_SEARCH}} form.
Backwards-compat verified via diff: their generated SKILL.md output is
byte-identical to before this change.
Golden ship fixtures regenerated to match the new ship/SKILL.md output.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>