wa:heuristic-status

Manage heuristic observation statistics and lifecycle actions for pipelines.

Updated Mar 26, 2026
One-click install
npx skills add https://github.com/jeremy-newhouse/eck-e2e-weather-app --skill wa-heuristic-status
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: wa:heuristic-status
Source: https://github.com/jeremy-newhouse/eck-e2e-weather-app/tree/main/.claude/skills/heuristic-status
Command: npx skills add https://github.com/jeremy-newhouse/eck-e2e-weather-app --skill wa-heuristic-status

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you understand and control the heuristic observation pipeline by making observation and heuristic statuses visible, then enabling you to promote, suppress, and move heuristic definitions across environments.

Core Features & Use Cases

  • Heuristic dashboard: Review observations and heuristics health from JSONL and markdown sources, including counts, tool distribution, confidence buckets, and top heuristics.
  • Lifecycle control: Suppress or promote heuristics by title, with rules for status updates and confidence flooring on manual promotion.
  • Import/export portability: Export active heuristics as a shareable markdown block and import heuristics from an external file with duplicate detection.

Quick Start

Run /heuristic-status to view the heuristic pipeline dashboard.

Frequently Asked Questions about wa:heuristic-status

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

FAQPage Schema
How do I view heuristic observation stats and pipeline health metrics?

View heuristic observation stats by running a dashboard that reads observations.jsonl and heuristics.md to present counts, tool distribution, confidence buckets, and top heuristics. This dashboard surfaces live metrics so you can monitor pipeline health and curate active guidance.

How do I manage heuristic lifecycle actions like suppressing or promoting rules?

Manage heuristic lifecycle actions by suppressing or promoting heuristics by title through dashboard controls. Promoting a heuristic updates its status and applies confidence flooring rules deterministically, while suppressing removes it from active guidance.

Can I export active heuristics to share them across different environments?

Export active heuristics as a shareable markdown block to move heuristic definitions across environments. You can also import heuristics from an external file, with built-in duplicate detection ensuring clean migration and validation.

What is heuristic confidence scoring and how does manual promotion affect it?

Heuristic confidence scoring categorizes observations into confidence buckets to indicate rule reliability. Manual promotion applies a confidence floor, ensuring that any promoted heuristic meets a minimum confidence threshold before joining active guidance.

Do I need specific file formats to use heuristic lifecycle management tools?

Heuristic lifecycle management requires reading observations.jsonl and heuristics.md files. These specific formats provide the raw observation data and markdown guidance definitions needed to generate dashboard metrics and execute status updates.

What is the best way to curate active heuristic guidance for a data pipeline?

The best way to curate active heuristic guidance is using a dashboard that visualizes observation stats and enables deterministic lifecycle controls. This lets you promote high-confidence rules and suppress unreliable ones to maintain pipeline quality.