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ra-h-os/apps/mcp-server-standalone/skills/calibration.md
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“BeeRad” 07754f5030 feat: sync open-source context and capsule removal
- remove legacy contexts surfaces from the app, MCP bridge, standalone server, and docs
- keep getContext and retrieveQueryContext while aligning the simplified graph-only contract
- harden dev startup migration behavior and disable the accidental chat surface in open source

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2026-04-17 12:34:51 +10:00

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name, description, when_to_use, when_not_to_use, success_criteria
name description when_to_use when_not_to_use success_criteria
Calibration Run periodic check-ins to recalibrate goals, projects, preferences, and graph structure. User asks for a check-in, reset, review, or strategic recalibration. Single isolated question with no strategic update needed. Graph reflects current reality: updated nodes, changed priorities, and explicit deltas.

Calibration

Objective

Re-anchor the graph to the user's current state.

Check-in Sequence

  1. Review the strongest active nodes first.
  2. Ask what changed: goals, priorities, constraints, beliefs, preferences.
  3. Identify stale nodes and missing nodes.
  4. Propose precise updates: update existing vs create new.
  5. Apply changes with explicit rationale.

Write Guidance

  • Prefer updating existing nodes when continuity matters.
  • Create new nodes for genuine shifts in direction/identity/approach.
  • Add edges that explain evolution (old -> new).

Output

  • What changed
  • What was updated vs newly created
  • What should be reviewed next check-in