One-click install
npx skills add https://github.com/Architekt-Jutra/architekt-jutra-code --skill transcript-critic
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: transcript-critic
Source: https://github.com/Architekt-Jutra/architekt-jutra-code/tree/main/week8/1/transcript-critic
Command: npx skills add https://github.com/Architekt-Jutra/architekt-jutra-code --skill transcript-critic

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves two core gaps: first, meeting transcripts are lossy compressions that hide critical decision-making flaws like false consensus, marginalized voices, unstated dependencies, and scope drift that lead to poorly founded project decisions; second, raw requirements often mix problem and solution framing, unobservable CRUD status, and unstated domain assumptions that lead to misaligned implementation and rework.

Core Features & Use Cases

  • 7-Point Decision Audit: Runs independent checks for fact vs opinion escalation, genuine consensus, interrupted topics, hidden dependencies, scope drift, severity mismatch, and problematic authority dynamics in meeting transcripts.
  • Requirements Reformatting: Interactively reformulates raw requirements into proper user stories by applying problem-vs-solution framing checks, validating observable behavior vs CRUD status, mapping hidden domain decisions, and probing for rigid quantifiers.
  • Structured Actionable Reports: Generates output with severity-rated findings, verbatim evidence, and targeted diagnostic questions for follow-up meetings or requirements refinement sessions.
  • Use Cases: Use after meetings to validate decisions, before acting on notes to identify gaps, before follow-up meetings to prepare targeted questions, when reviewing third-party meeting notes, or when refining raw requirements tickets and specs into implementable user stories.

Quick Start

Use the transcript-critic skill to analyze the attached meeting transcript or requirements text for hidden decision-making flaws and generate a structured critique report with diagnostic questions for your next meeting or refinement session.

Frequently Asked Questions about transcript-critic

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

FAQPage Schema
How do I analyze meeting transcripts for hidden decision-making flaws?

To analyze meeting transcripts for hidden decision-making flaws, you apply a diagnostic skill that scans the text for false consensus, marginalized voices, unstated dependencies, and scope drift. This process generates a structured report with severity ratings and verbatim evidence to validate post-meeting decisions.

What is false consensus in meeting notes and how do I detect it?

False consensus in meeting notes occurs when apparent agreement masks unaddressed objections or marginalized voices. You detect it by running a consensus audit on the transcript, which cross-references stated decisions with participant contributions to flag instances of interrupted topics and problematic authority dynamics.

How do I reformulate raw requirements into proper user stories?

To reformulate raw requirements into proper user stories, you apply an interactive reformatting process that checks problem-vs-solution framing, validates observable behavior against CRUD status, and probes for rigid quantifiers. This maps hidden domain decisions to ensure aligned implementation and reduce rework.

Can I audit third-party meeting notes for scope drift and unstated dependencies?

Yes, you can audit third-party meeting notes for scope drift and unstated dependencies by processing the text through a decision validation analysis. This identifies misaligned problem-solution framing and generates targeted diagnostic questions to mitigate risks in subsequent implementation phases.

What is the best way to prepare targeted questions for a follow-up meeting?

The best way to prepare targeted questions for a follow-up meeting is to run a pre-action review on the previous meeting's transcript. This surfaces hidden flaws like severity mismatch and fact-vs-opinion escalation, outputting structured diagnostic questions to guide the next discussion.

Why does my requirements spec mix problem and solution framing?

Your requirements spec mixes problem and solution framing because raw requirements often entangle the underlying need with specific implementation details. Applying a problem-vs-solution framing check separates these concerns, validating observable behavior and uncovering unstated domain assumptions.