wiring-validation

Trace feature implementations from documentation through backend, API, frontend, and telemetry.

Updated Jan 3, 2026
One-click install
npx skills add https://github.com/GaryOcean428/pantheon-chat --skill wiring-validation
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: wiring-validation
Source: https://github.com/GaryOcean428/pantheon-chat/tree/main/skills/wiring-validation
Command: npx skills add https://github.com/GaryOcean428/pantheon-chat --skill wiring-validation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Traces feature implementation chains from documentation through backend, API, frontend, and into telemetry, ensuring all parts exist and are aligned.

Core Features & Use Cases

  • Traces documentation-to-implementation wiring to detect gaps.
  • Verifies consciousness metrics are measured and telemetry endpoints are exposed.
  • Useful for onboarding new features, performing reviews, or debugging missing functionality.
  • Use Case: As you add a feature to pantheon-chat, run this skill to confirm docs exist, code is implemented, routes are wired, and telemetry is active.

Quick Start

Run the wiring validation workflow to verify feature coverage and telemetry wiring.

Frequently Asked Questions about wiring-validation

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

FAQPage Schema
How do I verify feature implementation and telemetry wiring end-to-end?

Feature implementation and telemetry wiring is verified by tracing the chain from documentation through backend, API, frontend, and telemetry endpoints to detect gaps and confirm alignment. It ensures every documented feature has corresponding code, routes, and active metrics logging.

What is feature traceability validation from docs to frontend?

Feature traceability validation is the process of confirming that every documented feature has matching backend logic, API exposure, frontend components, and telemetry endpoints. It enforces a continuous traceability chain to prevent missing functionality or unmeasured user interactions.

How do I check if my API routes and telemetry endpoints are wired correctly?

Checking API routes and telemetry endpoints involves running a validation workflow that traces feature implementation across backend, API, and frontend layers. It confirms that routes are properly wired and that telemetry endpoints are active and exposing the expected metrics.

When should I run feature wiring validation during development?

Feature wiring validation should be run during feature onboarding, code review, or debugging to ensure documentation, implementation, routes, and telemetry are aligned. It is especially useful when adding new features to confirm no gaps exist across the stack.

Does wiring validation work without external dependencies?

Wiring validation operates without external dependencies, using its internal logic to trace feature implementation chains across documentation, backend, API, frontend, and telemetry layers. It requires no additional components to perform the end-to-end verification.

Why is my feature telemetry not logging even though the code is implemented?

Feature telemetry may not be logging if the traceability chain from backend implementation to telemetry endpoints is broken. Validation detects these gaps by verifying that metrics logging is active and telemetry endpoints are properly exposed alongside the implemented code.