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readai-signal-extract

Extract decisions, problems, constraints, and non-goals with quotes from a Read.ai meeting.

Skill by maximusmaximus

IndexedMIT
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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About

Extract decisions, problems, constraints, and non-goals with quotes from a Read.ai meeting. Do not write a PRD.

Use cases: writing, productivity

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
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Install scripts
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Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/readai-signal-extract

What's inside

Skill name
readai-signal-extract
Description
Extract decisions, problems, constraints, and non-goals with quotes from a Read.ai meeting. Do not write a PRD.
License
MIT
Instructions
21 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (2)

  • SKILL.md
  • extract_signals.py · scripts/

SKILL.md (first lines)

# Read.ai signal extract

## When to Use

A Read.ai `meeting_end` webhook arrived, or the user points at a session id or report.

## Procedure

1. Prefer Read MCP `https://api.read.ai/mcp` (`list_meetings`, `get_meeting_by_id`). If OAuth fails, use `READ_API_TOKEN` or a downloaded transcript. Say which path was used.
2. Use the transcript, not the summary, as source of truth. Output decisions, problems in the speaker's words, proposed solutions kept separate, constraints, non-goals, and open questions. Each item needs a quote and speaker.
3. Save the extract next to the Calendly brief when start time is within 15 minutes and an attendee email overlaps. Title match is fallback only.

## Pitfalls

Do not promote the auto-summary into requirements. Do not write the slice in this skill.

## Verification

Every decision or non-goal has a quote. Summary-only claims are marked unverified.

From maximusmaximus/hermes-meeting-to-ship, MIT.

Signals

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Last commit (this folder)
Oct 6, 2026 (25 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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readai-signal-extract skill. Agent Mart. https://agentmart.dev/skills/maximusmaximus-readai-signal-extract (last updated 2026-10-24)