project-intelligence-root-cause-analysis

Analyzes SharePoint Change Events lists to identify project failure root causes and causal chains.

128|50|Updated May 4, 2026
One-click install
npx skills add https://github.com/pnp/sharepoint-skills --skill project-intelligence-root-cause-analysis-pnp
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: project-intelligence-root-cause-analysis
Source: https://github.com/pnp/sharepoint-skills/tree/main/Skills/project-intelligence-root-cause-analysis/project-intelligence-root-cause-analysis
Command: npx skills add https://github.com/pnp/sharepoint-skills --skill project-intelligence-root-cause-analysis-pnp

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Project failures often have warning signs buried in change logs that go unnoticed until it is too late. This Skill reads the Change Events list on a SharePoint site and produces a complete causal analysis of a project failure, identifying the root cause, missed intervention windows, and early warning signals. ## Core Features & Use Cases - Counterfactual Root Cause Test: Scores high-signal events on upstream dependency, reversibility window, and documentation availability to identify the primary root cause. - Causal Chain and Intervention Mapping: Traces up to 8 steps from root cause to impact event and maps every point where intervention was still possible. - Early Warning Signal Analysis: Classifies each signal by detectability (HIGH/MEDIUM/LOW) and computes lag between first signal and impact. - Persistence to SharePoint: Writes findings back to the Change Events list, saves a dated analysis document to the Project Documents library, and updates SHAREPOINT.md. - Use Case: After a failed delivery engagement, ask Copilot to run root cause analysis on the project and receive an executive summary, a detailed audit-ready report, and a metrics dashboard. ## Quick Start Ask Copilot in SharePoint to run root cause analysis on the project using the Change Events list populated by the Change Event Extraction skill.

Frequently Asked Questions about project-intelligence-root-cause-analysis

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

FAQPage Schema
How do I run root cause analysis on a project in SharePoint?▼

Install the skill folder into the Skills folder of your site's Agent Assets library, then ask Copilot in SharePoint to find the root cause or run root cause analysis on the project. The Change Events list must already be populated by the Change Event Extraction skill.

What is a counterfactual root cause test in project analysis?▼

It asks whether downstream impact events would still have occurred if a candidate event had been handled correctly. Each candidate is scored 1-5 on upstream dependency, reversibility window, and documentation availability, and the highest combined score identifies the primary root cause.

Does this skill work without the Change Event Extraction skill?▼

No. It is the second stage of the Project Intelligence Engine and reads from the Change Events list, which must be populated first by running Change Event Extraction. If the list is empty, the extraction skill must run before analysis.

What outputs does the root cause analysis produce?▼

It produces a chat report with an executive summary, a detailed full analysis with scoring and signal tables, and a metrics dashboard. It also updates the Change Events list, saves a dated DOCX to the Project Documents library, and updates SHAREPOINT.md.

How are early warning signals classified in the analysis?▼

Each signal receives a detectability rating: HIGH if explicitly named in a document, MEDIUM if it required connecting documented facts, and LOW if visible only in hindsight. The analysis reports HIGH-detectability signals that were not acted on as governance failures.