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Redesign the AI issue-triage pipeline so it can fix confidently on its own, ask for approval only when unsure, and always yield to manual actions — while staying cheap and fast. - Tier 2 (daily_ai_fix) becomes graded: high-confidence small fixes open a READY-for-review PR; anything medium/large gets a full Opus-written plan comment (ai:plan-pending) instead of a PR. - New Tier 3 (on_issue_approved): maintainer adds ai:approved and the posted plan is executed on Opus into a ready PR — immediate, zero cost until asked. - New @claude interactive workflow (on_claude_mention): maintainer-only, Sonnet-low, full precedence over the automated tiers. - New CodeRabbit follow-up (on_pr_coderabbit): one-shot Sonnet pass that fixes or replies to CodeRabbit's review of an ai-fix/* PR. - Tier 1 self-healing: a reporter's reply to a needs-info request re-runs classification exactly once (ai:needs-info); a daily catch-up re-dispatches any issue that never got triaged. - Extras: global kill switch (repo var AI_DISABLED), stale-bot exemption for AI labels, shared ai_guard_paths.sh, track_progress on the Opus tiers, CLAUDE.md documentation. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>