korovin-aa97

Talkthrough MCP — Development skill for Claude Code

Development community

Don't write a bug report — record it.

How to install Talkthrough MCP

This entry records only its repository, not the path inside it, so there is no exact command to give. Open korovin-aa97/talkthrough-mcp and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Talkthrough MCP does

Don't write a bug report — record it. Local MCP: screen recording → transcript, frames, OCR, wall-clock evidence for coding agents.

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README

talkthrough-mcp

[![ci](https://github.com/korovin-aa97/talkthrough-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/korovin-aa97/talkthrough-mcp/actions/workflows/ci.yml) [![license: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE) [![python](https://img.shields.io/badge/python-3.11%E2%80%933.13-blue.svg)](pyproject.toml) [![PyPI](https://img.shields.io/pypi/v/talkthrough-mcp.svg)](https://pypi.org/project/talkthrough-mcp/)

[Quickstart](#quickstart) · [Tools](#tools) · [Benchmarks](benchmarks/) · [FAQ](#faq) · [Troubleshooting](docs/TROUBLESHOOTING.md) · [Changelog](CHANGELOG.md) · [Contributing](CONTRIBUTING.md)

Don't write a bug report. Record it.

Give Claude Code or Codex a narrated `.mov`/`.mp4` — talkthrough turns it into searchable transcript, exact frames, OCR and wall-clock timestamps, locally — so your agent writes an evidence-backed issue draft or investigates the fix.

Also works for meetings, workshops, product demos, and production incidents.

![Illustration of a /talkthrough:bug run: a recorded checkout bug is indexed locally, the evidence is found, and a ready-to-file issue draft is assembled](assets/demo.gif)

*Illustration — an animation of the `/talkthrough:bug` storyline, not a screen capture: the recording is indexed locally (transcript · keyframes · OCR · wall-clock), the evidence checkpoint is assembled, and the draft is ready to file with your own tracker tooling (`gh`, Jira, a GitHub MCP server — talkthrough itself never leaves your machine and never posts anything).*

**Real runs, no animation:**

▶ Watch the demo with sound (1:18) — an unedited session: a narrated recording goes in, a ready-to-file bug-report.md comes out.
Silent recording → issue draft — the whole thing as files you can re-run: a Playwright-recorded, audio-free .mp4 and the unedited age