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wf-docker-progressive-determinism-metrics-method

Seed rule catalogs and log deterministic rule episodes to generate clean-rate summaries.

Updated Nov 7, 2025
Search Tags:#metrics#determinism#todo-management#paced#rule-catalog#gate-resolutions
One-click install
npx skills add https://github.com/belluga/delphi-ai --skill wf-docker-progressive-determinism-metrics-method
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: wf-docker-progressive-determinism-metrics-method
Source: https://github.com/belluga/delphi-ai/tree/main/skills/wf-docker-progressive-determinism-metrics-method
Command: npx skills add https://github.com/belluga/delphi-ai --skill wf-docker-progressive-determinism-metrics-method

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a structured workflow for measuring PACED Phase 1 metrics by seeding rule catalogs, logging deterministic rule episodes, extracting gate-finding resolutions from the TODO system, and deriving clean-rate summaries, enabling governance telemetry and continuous improvement.

Core Features & Use Cases

  • Seed or refresh rule catalogs (rule-catalog.json) to establish a stable measurement baseline.
  • Log deterministic rule episodes in a centralized event stream (rule-events.jsonl) for traceability.
  • Extract gate finding resolutions from the authoritative TODO and compute derived metric packets.
  • Generate a clean-rate summary to guide policy, validation, and process improvements.

Quick Start

Seed the rule catalog and start collecting deterministic rule episodes to generate the first metrics report.

Frequently Asked Questions about wf-docker-progressive-determinism-metrics-method

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I measure determinism metrics for a Docker-based pipeline?▼

You measure determinism metrics by seeding a rule catalog, logging deterministic rule episodes to an event stream, and extracting gate-finding resolutions from the TODO system to generate clean-rate summaries.

What is PACED Phase 1 governance telemetry and when do I need it?▼

PACED Phase 1 governance telemetry tracks rule efficacy and traceability within a Docker deployment. You need it when monitoring deterministic rule episodes and validating pipeline gate resolutions.

Can I use TODO management resolutions to compute derived metrics?▼

Yes, you can extract gate-finding resolutions directly from the authoritative TODO management system to compute derived metric packets and generate clean-rate summaries for process improvement.

Does this determinism metrics method work without external dependencies?▼

Yes, the determinism metrics method operates without external dependencies, seeding rule catalogs and logging episodes locally to generate governance telemetry artifacts for Docker-based deployments.

What are the limitations of treating pipeline artifacts as governance telemetry only?▼

Treating artifacts as governance telemetry only means they are restricted to monitoring rule efficacy and traceability, ensuring the pipeline seeds, validates, and reports metrics without altering operational execution.

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