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Milan a7cf0582c7 fix: diagnose adaptive budgets + stale env-profile smoke test 
1. Adaptive tool budgets: when cached learnings exist, Phase 0 drops to
   ≤3 calls and Phase 1 to ≤15 calls. Saved budget (~12 calls) carries
   forward to Phase 3 for deeper hypothesis testing.

2. Stale env-profile detection: after loading cached env-profile, run a
   quick smoke test (check if key env vars still exist, deps file still
   present). If the smoke test reveals mismatches (new tools appeared,
   old tools vanished), re-run full detection (0a-0g) and update the
   profile. Prevents blindly trusting a stale cache.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 		2026-04-08 20:47:14 -07:00
..
SKILL.md fix: diagnose adaptive budgets + stale env-profile smoke test 2026-04-08 20:47:14 -07:00
SKILL.md.tmpl fix: diagnose adaptive budgets + stale env-profile smoke test 2026-04-08 20:47:14 -07:00