sync: skills and tool contract overhaul from private repo
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name: Calibration
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description: "Run periodic check-ins to recalibrate goals, projects, preferences, and graph structure."
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when_to_use: "User asks for a check-in, reset, review, or strategic recalibration."
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when_not_to_use: "Single isolated question with no strategic update needed."
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success_criteria: "Graph reflects current reality: updated hubs, changed priorities, and explicit deltas."
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---
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# Calibration
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## Objective
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Re-anchor the graph to the user's current state.
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## Check-in Sequence
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1. Review major hub nodes and active project nodes.
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2. Ask what changed: goals, priorities, constraints, beliefs, preferences.
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3. Identify stale nodes and missing nodes.
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4. Propose precise updates: update existing vs create new.
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5. Apply changes with explicit rationale.
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## Write Guidance
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- Prefer updating existing nodes when continuity matters.
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- Create new nodes for genuine shifts in direction/identity/approach.
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- Add edges that explain evolution (old -> new).
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## Output
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- What changed
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- What was updated vs newly created
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- What should be reviewed next check-in
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