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feat(skill): invoke verify skill
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skills/agent-orchestration/SKILL.md

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| Situation | Action |
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|-----------|--------|
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| Finished task | Send next task or mark complete |
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| Finished task | Apply `$verify` — check the agent's diff and run tests before marking complete |
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| Waiting for approval | Auto-approve if within guardrails, else escalate |
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| Waiting for clarification | Answer from your context, escalate only if you truly lack the answer |
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| Stuck or looping | Send corrective instruction or new approach |

skills/debug/SKILL.md

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## Validation
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- Confirm a pre-fix failing signal exists.
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- Confirm post-fix success and run nearby regression checks.
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- Confirm post-fix success using `$verify` — including regression verification for bug fixes.
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- Summarize remaining risks and follow-ups.
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## Output Template

skills/dev-lifecycle/SKILL.md

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- Read existing `docs/ai/` before changes. Keep diffs minimal.
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- Use mermaid diagrams for architecture visuals.
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- After each phase, summarize output and suggest next phase.
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- Apply `$verify` before completing Phase 4 tasks, Phase 6 checks, Phase 7 coverage claims, and Phase 8 review items. No phase transition without fresh evidence.

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