forge-insight

Audits the ForgePlan artifact tree and persists anomaly findings to NOTE-013.

3|Updated Apr 3, 2026
One-click install
npx skills add https://github.com/ForgePlan/marketplace --skill forge-insight
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: forge-insight
Source: https://github.com/ForgePlan/marketplace/tree/main/plugins/fpl-skills/skills/forge-insight
Command: npx skills add https://github.com/ForgePlan/marketplace --skill forge-insight

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill provides a deep, on-demand audit of the ForgePlan artifact tree's health, identifying and explaining anomalies, and persisting findings for future reference.

Core Features & Use Cases

  • On-Demand Audit: Perform a deep audit of the ForgePlan artifact tree at any time.
  • Anomaly Detection: Identify and filter out known noise, such as weakest_link_unresolvable and phase_mismatch anomalies.
  • Findings Persistence: Record and persist real findings into the NOTE-013 findings section, ensuring they are not forgotten.
  • Read-Only Insight: Provides insights without altering the audited tree, with the only write being the NOTE-013 findings section.

Quick Start

Run the /forge-insight command to initiate a deep audit of the ForgePlan artifact tree.

Frequently Asked Questions about forge-insight

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

FAQPage Schema
How do I perform a health audit on a ForgePlan artifact tree?

To perform a health audit on a ForgePlan artifact tree, run the /forge-insight command to execute a deep scan that identifies structural anomalies, filters known noise, and ranks findings by severity for review.

What anomalies are filtered out during an artifact tree health audit?

During an artifact tree health audit, known noise such as weakest_link_unresolvable and phase_mismatch anomalies are automatically filtered out to ensure only real, significant findings are surfaced and ranked by severity.

Does the ForgePlan artifact tree audit modify the existing tree structure?

The ForgePlan artifact tree audit operates as a read-only insight tool and does not modify the audited tree, with the only write operation being the persistence of findings into the NOTE-013 findings section.

How are anomaly detection findings persisted for future reference?

Anomaly detection findings are persisted by recording and saving real findings directly into the NOTE-013 findings section, ensuring that identified issues from the artifact tree audit are not forgotten and remain accessible.

Do I need ForgePlan access to run an artifact tree deep audit?

Yes, you need ForgePlan and explicit access to the artifact tree to run a deep audit, as the scan requires traversing the tree structure to detect anomalies and persist findings into the NOTE-013 section.