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.