talkthrough SKILL.md skillA
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
integrations/openclaw/clawhub/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260905.1bee6c4, committed Sep 5, 2026
- First version recorded
- Jul 11, 2026
- Size
- 1,873 bytes
- Repository stars
- 33
- License
- MIT
Analyze narrated screen recordings and audio files — timestamped transcript, scene keyframes, OCR text, and wall-clock anchoring via the local talkthrough MCP server. Use when the user shares a recording or asks to triage feedback, extract meeting actions, or correlate a recording with logs.
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
# talkthrough for OpenClaw This skill wires the talkthrough MCP server into OpenClaw and teaches the workflow. Everything runs locally: recordings never leave the machine. ## Setup (once) Add the MCP server: ```bash openclaw mcp add talkthrough --command uvx --arg --python --arg ">=3.11,<3.14" --arg "talkthrough-mcp[diarization,url]" ``` Requires `uv` (https://astral.sh/uv). First processing downloads a whisper model once (~460 MB for the default `small`). ## Workflow 1. `process_media(path)` — idempotent by content hash; returns a compact summary with job_id (re-calls on the same file are instant). For one public video/audio URL use `process_url(url)`: the source is downloaded once (the only network step), then everything below is local. 2. `get_transcript(job_id)` / `search(job_id, "<word>")` — orient; search covers speech AND on-screen OCR text. 3. `get_moment(job_id, t0-2000, t1+2000)` — evidence bundle per remark: transcript slice + up to 3 frames + OCR + wall-clock range. 4. `extract_frame(job_id, at_ms, crop=...)` — exact instant, native resolution, when keyframes miss the moment. 5. `list_jobs()` — recordings processed earlier remain queryable. …
Read the whole file at its exact version.
How to install
mdr add korovin-aa97/talkthrough-mcp/talkthrough@sha256:90a64035a553aebcThe 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_jajlidpqcdhsddee)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 11, 2026 and Sep 5, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260905.1bee6c4 latest | 2026-09-05 | 1bee6c4 | 1,873 B | A | view · diff |
| git:20260903.5fd4d8e | 2026-09-03 | 5fd4d8e | 1,721 B | A | view · diff |
| git:20260902.d0f030a | 2026-09-02 | d0f030a | 1,721 B | A | view · diff |
| git:20260717.3b706ef | 2026-07-17 | 3b706ef | 1,683 B | A | view · diff |
| git:20260711.88041b0 | 2026-07-11 | 88041b0 | 1,670 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 (1873 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_jajlidpqcdhsddee GET https://markdownregistry.com/api/v1/resolve?ref=korovin-aa97/talkthrough-mcp/talkthrough GET https://markdownregistry.com/api/v1/blob/90a64035a553aebc057bf75e54f8be341d11675c989f4d38b23f2b6e23a7d4ef
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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