pilot-debrief

Synthesize pilot observations into structured debrief reports and spec updates.

19|3|Updated Feb 28, 2026
One-click install
npx skills add https://github.com/qa-aman/claude-skills --skill pilot-debrief
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pilot-debrief
Source: https://github.com/qa-aman/claude-skills/tree/main/skills/by-role/pm/pilot-debrief
Command: npx skills add https://github.com/qa-aman/claude-skills --skill pilot-debrief

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Synthesize scattered pilot observations (notes, tickets, and transcripts) into a single structured debrief report and actionable spec updates.

Core Features & Use Cases

  • Map pilot findings to spec sections
  • Generate edge-case user stories and negative acceptance criteria
  • Produce stakeholder-ready debrief reports and backlog updates

Quick Start

Provide your pilot notes and feedback transcripts to generate a structured debrief and spec updates.

Frequently Asked Questions about pilot-debrief

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

FAQPage Schema
How do I convert pilot observations into structured debrief reports?

Pilot observations are converted into structured debrief reports by synthesizing scattered notes, tickets, and transcripts. The process extracts edge-case stories and negative acceptance criteria, mapping findings to appropriate spec sections to generate stakeholder-ready artifacts.

How do I generate negative acceptance criteria from pilot feedback transcripts?

Negative acceptance criteria are generated by analyzing pilot feedback transcripts to identify edge-case user stories. The Skill synthesizes these observations, mapping the extracted failure conditions and boundary scenarios directly to the relevant spec sections.

What is the best way to map pilot findings to product spec sections?

Mapping pilot findings to spec sections is achieved by analyzing post-pilot review notes and tickets. The Skill identifies relevant edge-case stories and negative acceptance criteria, then systematically aligns these findings with the appropriate spec updates for the product backlog.

Can I use post-pilot review notes to update a product backlog?

Post-pilot review notes can be used to update a product backlog by synthesizing them into actionable spec updates. The Skill processes observations from notes, tickets, and transcripts to generate artifact outputs specifically formatted for stakeholder and backlog updates.

Do I need pre-formatted tickets to extract edge-case stories from a pilot?

Pre-formatted tickets are not required to extract edge-case stories. The Skill synthesizes scattered pilot observations across multiple formats including raw notes, transcripts, and tickets to identify and extract edge-case scenarios for spec updates.

Why should I synthesize scattered pilot notes instead of using them directly?

Synthesizing scattered pilot notes is necessary because raw observations lack structured alignment with product specs. Consolidating notes, tickets, and transcripts extracts actionable edge-case stories and negative acceptance criteria, producing stakeholder-ready debrief reports and backlog updates.