Design know-how for read-only instruments (計器) — aggregate readings over stored state (distributions, compositions, cluster structure) that inform the operator before an intervention, in the style of ADR-0071's pattern-composition instruments. Use when quantifying an open observation before intervening (instrument-first sequencing), when a design floor/threshold would otherwise be guessed, when calibrating an embedding-based reading (three-point scale), or when deciding whether to build OR remove an instrument (signal-first both ways). NOT for per-event audit logs that replay a decision offline (that is replayable-audit-logs / ADR-0075) and NOT for metrics that feed gates, ranking, or retrieval — instruments are observability, never intervention.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
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About this skill
Design know-how for read-only instruments (計器) — aggregate readings over stored state (distributions, compositions, cluster structure) that inform the operator before an intervention, in the style of ADR-0071's pattern-composition instruments. Use when quantifying an open observation before intervening (instrument-first sequencing), when a design floor/threshold would otherwise be guessed, when calibrating an embedding-based reading (three-point scale), or when deciding whether to build OR remove an instrument (signal-first both ways). NOT for per-event audit logs that replay a decision offline (that is replayable-audit-logs / ADR-0075) and NOT for metrics that feed gates, ranking, or retrieval — instruments are observability, never intervention.
Quick start
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Design know-how for read-only instruments (計器) — aggregate readings over stored state (distributions, compositions, cluster structure) that inform the operator before an intervention, in the style of ADR-0071's pattern-composition instruments. Use when quantifying an open observation before intervening (instrument-first sequencing), when a design floor/threshold would otherwise be guessed, when calibrating an embedding-based reading (three-point scale), or when deciding whether to build OR remove an instrument (signal-first both ways). NOT for per-event audit logs that replay a decision offline (that is replayable-audit-logs / ADR-0075) and NOT for metrics that feed gates, ranking, or retrieval — instruments are observability, never intervention.
About this listing
Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.