Adds two new hook signal types:
- correction_free_streak: 5 consecutive UserPromptSubmits without a correction phrase
- clean_recovery: 3 clean PostToolUse events after a struggle signal
(tool_error_loop / dead_end / retry_loop)
Both carry active_skills/active_agents payloads computed from a 10-event
activity ring, so ADAM can attribute wins to whichever skill was active
during the streak/recovery.
Promotes skill_edit to auto-apply under a strict gate (all required):
- conf >= 4 + cross-session evidence (existing rules)
- # Why cites a win-signal entry whose active_skills includes target
- diff append-only, +lines <= 30
- resulting SKILL.md size <= 2x current size
- 7-day cooldown per target (last_auto_edit in applied/ frontmatter)
- 30-day blacklist on user rejection (auto_apply_blacklist in rejected/)
Skill enforces the gate at apply time as defense in depth: re-stats target,
re-checks cooldown and blacklist, verifies append-only, reverts and refuses
on byte-cap breach. User-rejected skill_edit proposals automatically write
auto_apply_blacklist: true.
Win signals participate in the existing v0.2.0 source_entries archive
lifecycle, so already-applied evidence does not re-cluster.
Test suite: +5 cases (5 new asserts pass), 27 total passing.
Spec: ~/.claude/docs/superpowers/specs/2026-05-10-adam-proactive-design.md
Plan: ~/.claude/docs/superpowers/plans/2026-05-10-adam-proactive.md
- 8 friction signals via lightweight hook (correction, retry_loop, weak_agent,
tool_error_loop, dead_end, edit_churn, build_loop, subagent_dispatch_pattern)
- Deterministic confidence rubric with cross-session evidence gate
- /reflect skill to dispatch the analyst subagent and walk the queue
- Skill overlap detection (prefer skill_edit over skill_new on collision)
- Solution synthesis from transcript context for new skill drafts
- Soft-delete trash, never hard rm
- 18 tests covering all signals
lukaszraczylo