talkthrough SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
talkthrough from korovin-aa97/talkthrough-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add korovin-aa97/talkthrough-mcp/talkthrough@git:20260905.1bee6c4Pins git:20260905.1bee6c4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- korovin-aa97/talkthrough-mcp
- Path
.agents/skills/talkthrough/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260905.1bee6c4, committed Sep 5, 2026
- First version recorded
- Aug 28, 2026
- Size
- 7,447 bytes
- Repository stars
- 33
- License
- MIT
Analyze narrated screen recordings and audio files through the talkthrough MCP server — triage feedback into findings, extract specs/backlogs/action items from recordings, and correlate spoken remarks with logs via wall-clock timestamps. Use when the user mentions a screen recording, screencast, narrated video/audio file, or asks to "watch" a recording and act on it.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Analyzing narrated recordings with talkthrough The talkthrough MCP server turns a local video/audio file into queryable structured data: timestamped transcript segments, scene keyframes, OCR'd on-screen text, and wall-clock anchoring. No LLM inside — you bring the reasoning; it brings the evidence. Everything is lazy and token-budgeted: never ask for more than the moment you are analyzing. ## Prerequisite The `talkthrough` MCP server must be connected (tools like `process_media` / `get_transcript` are visible). If not, tell the user to install it: `claude mcp add -s user talkthrough -- uvx --python ">=3.11,<3.14" "talkthrough-mcp[diarization,url]"` (see the repository README for other clients). ## Core workflow 1. **Ingest once**: `process_media(path)` — idempotent by content hash; re-calls on the same file return instantly. Given a public video/audio URL instead of a file, call `process_url(url)`: the source is downloaded once (the only network step; YouTube needs the `[url]` extra) and kept inside the job, then everything below is identical and local — never download twice; a repeat call serves the stored job. Long videos take minutes and …
Read the whole file at its exact version.
How to install
mdr add korovin-aa97/talkthrough-mcp/talkthrough@sha256:dffc7c8e298ae70eThe line at the top of this page pins the label git:20260905.1bee6c4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_rrj63ulqabysftuh)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 28, 2026 and Sep 5, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260905.1bee6c4 latest | 2026-09-05 | 1bee6c4 | 7,447 B | A | view · diff |
| git:20260903.5fd4d8e | 2026-09-03 | 5fd4d8e | 7,136 B | A | view · diff |
| git:20260902.d0f030a | 2026-09-02 | d0f030a | 6,353 B | A | view · diff |
| git:20260828.d56b0b0 | 2026-08-28 | d56b0b0 | 6,068 B | A | view · diff |
| git:20260828.77be0b9 | 2026-08-28 | 77be0b9 | 5,961 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7447 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
korovin-aa97/talkthrough-mcp · 33 stars · license MIT · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rrj63ulqabysftuh GET https://markdownregistry.com/api/v1/resolve?ref=korovin-aa97/talkthrough-mcp/talkthrough GET https://markdownregistry.com/api/v1/blob/dffc7c8e298ae70eade7443815777c7daba36e33209cc1b103deb1fccf243ea0
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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