Coordinate evidence-based calibration rounds to realign plans with the North Star.
npx skills add https://github.com/Mburdo/knowledge_and_vibes --skill calibrate
Please help me install this Agent Skill. Skill: calibrate Source: https://github.com/Mburdo/knowledge_and_vibes/tree/main/.claude/skills/calibrate Command: npx skills add https://github.com/Mburdo/knowledge_and_vibes --skill calibrate
Calibrate coordinates a structured, evidence-based roundtable to realign the plan with the North Star by addressing disagreements, drift, and phase transitions.
Initiate a calibration round by invoking the orchestrator with current phase metadata and North Star reference.
High-intent search queries and answers about installing and using this skill.
Evidence-based calibration addresses plan drift by orchestrating a structured roundtable of subagents. They generate coverage, drift, and challenge reports to produce falsifiable decisions that realign multi-phase plans with the North Star.
Evidence-based calibration is a structured coordination process that uses subagents to generate verifiable reports across planning phases. It produces falsifiable decisions while preserving dissenting opinions for human review to correct plan drift.
Start a calibration round by invoking the orchestrator with current phase metadata and a North Star reference. This initiates a fresh context for the phase to integrate signals and produce actionable decisions addressing disagreements.
Yes, calibration produces falsifiable decisions while explicitly preserving dissent for user review. This ensures that disagreements and alternative perspectives from subagents are documented rather than discarded during plan realignment.
Yes, calibration applies across multi-phase planning by orchestrating phased calibration using fresh contexts for each phase. It coordinates subagents to generate tests and decisions with verifiable evidence throughout transitions.
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