feat(adam): smarter signals & clustering

mirror of https://github.com/lukaszraczylo/claude-adam.git synced 2026-06-10 23:29:03 +00:00

- New signal types in hooks/adam-observe.mjs:
  - silent_drift: 5 consecutive read-only PostToolUse without an action tool
  - error_after_recovery: same error fingerprint returns within 5 events of clean_recovery
- Severity-weighted scoring in adam/scripts/adam-score.mjs:
  - SEVERITY_DIVISORS exported per struggle signal type
  - Per-session severity_sum + severity_by_type added to JSON output
- Skill-attribution clustering in agents/adam.md:
  - Sub-cluster struggle signals on active_skills[0]
  - New struggle-driven skill_edit variant (always queues, never auto-applies)
- Rubric updates:
  - +1 for cluster severity-sum >= 10, additional +1 for >= 32
  - +1 for skill-attributed sub-cluster naming an existing skill
  - silent_drift + error_after_recovery added to struggle signal list
- Window: silent_drift 14d, error_after_recovery 30d
- Tests: 94 passing (78-82 new)

Backward compat: entries without count default to severity 1. Existing
win-driven skill_edit gate untouched. No journal migration.

This commit is contained in:

Lukasz Raczylo

2026-05-13 19:21:59 +01:00

parent a8883aa8b7

commit a48c705c0a

5 changed files with 227 additions and 6 deletions

									
										adam/scripts/adam-window.mjs
									
		+2
		
												View File
												
				@@ -29,6 +29,8 @@ export const SIGNAL_WINDOWS_DAYS = {

				  build_loop: 30,

				  weak_agent: 30,

				  subagent_dispatch_pattern: 30,

				  silent_drift: 14,

				  error_after_recovery: 30,

				  correction_free_streak: 60,

				  clean_recovery: 60,

				  task_completed: 60,