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.