llms.txtA

llms.txt from oxbshw/watch-skill is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add oxbshw/watch-skill/llms.txt@git:20260908.f1317c8

Pins git:20260908.f1317c8 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
oxbshw/watch-skill
Path
llms.txt
Versions recorded
6
Latest version
git:20260908.f1317c8, committed Sep 8, 2026
First version recorded
Aug 15, 2026
Size
6,278 bytes
Repository stars
508
License
MIT

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

# Watch Skill and DeepWatch

> Two products in one repository, and they work apart.
>
> **Watch Skill** is a local-first video intelligence and verification engine
> for AI agents. It turns videos, live streams, meetings and screen recordings
> into a searchable, timestamped index, so an agent can answer questions about
> footage and cite the exact moment behind each answer — and it answers *did
> that actually work?* with a deterministic contract evaluated in a separate
> process rather than with a model's opinion. THE LOOP extends this to the
> agent's own work: record a browser or desktop session, critique it against
> plain-language criteria, and prove the fix.
>
> **DeepWatch** is a ready-made agent workspace built on the official DeepSeek
> Harness with Watch Skill composed in, where every tool call leaves a receipt
> you can open and a result can be checked by something other than the agent
> that produced it.

Watch Skill: Python 3.11–3.13, MIT licensed, on PyPI as `watch-skill`.
Available as Claude Code skills, 39 MCP tools, a CLI, a REST API, a stdio
Bridge, and native adapters for LangChain/LangGraph, CrewAI, the OpenAI Agents
SDK, LlamaIndex and AutoGen.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add oxbshw/watch-skill/llms.txt@sha256:605e7a20f0f1dd6b

The line at the top of this page pins the label git:20260908.f1317c8, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_6uepccvpwdanf4nl.svg)](https://markdownregistry.com/a/art_6uepccvpwdanf4nl)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Aug 15, 2026 and Sep 8, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20260908.f1317c8 latest2026-09-08 f1317c8 6,278 BA view · diff
git:20260830.3a191552026-08-30 3a19155 4,838 BA view · diff
git:20260826.14878af2026-08-26 14878af 4,251 BA view · diff
git:20260820.fe12b962026-08-20 fe12b96 4,251 BA view · diff
git:20260815.ab406592026-08-15 ab40659 3,790 BA view · diff
git:20260815.c8bd93d2026-08-15 c8bd93d 3,790 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (6278 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

GitHub

oxbshw/watch-skill · 508 stars · license MIT · pushed 2026-10-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6uepccvpwdanf4nl
GET https://markdownregistry.com/api/v1/resolve?ref=oxbshw/watch-skill/llms.txt
GET https://markdownregistry.com/api/v1/blob/605e7a20f0f1dd6bdb4b09ca9f3179128ab8be149d2ab5d84c2413d300d3a3fb

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: how to add an llms.txt file to a website · which agent file does what.

More from oxbshw/watch-skill

AGENTS.md AGENTS.md file
oxbshw/watch-skill · AGENTS.md
git:20260902.2964b5b · audit A · 508 stars
asking-with-evidence SKILL.md skill
oxbshw/watch-skill · skills/asking-with-evidence/SKILL.md · The user asks a question about a video that was already watched or indexed — "what did they say about X", "what error…
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oxbshw/watch-skill · skills/extracting-structure/SKILL.md · The user wants structure pulled out of a watched video — "make chapters for this video", "where does the bug appear in…
v1.4.3 · audit A · 508 stars
learning-from-mistakes SKILL.md skill
oxbshw/watch-skill · skills/learning-from-mistakes/SKILL.md · The user corrected an answer about a video — "no, it actually says X", "that's the wrong timestamp", "you misread the…
v1.4.3 · audit A · 508 stars
recovering-from-errors SKILL.md skill
oxbshw/watch-skill · skills/recovering-from-errors/SKILL.md · A Watch Skill command failed, video download broke, ffmpeg or yt-dlp is missing, a provider returned an error, local…
v1.4.3 · audit A · 508 stars
sharing-results SKILL.md skill
oxbshw/watch-skill · skills/sharing-results/SKILL.md · The user wants to share or hand off what was found in a video — "send this analysis to my team", "make a page I can…
v1.4.3 · audit A · 508 stars
the-loop SKILL.md skill
oxbshw/watch-skill · skills/the-loop/SKILL.md · The user built or changed something visual — a UI, an animation, a game, a generated video — and wants it verified, or…
v1.4.3 · audit A · 508 stars
video-memory SKILL.md skill
oxbshw/watch-skill · skills/video-memory/SKILL.md · The user asks about videos watched in the past or across sessions — "have we watched anything about X", "which video…
v1.4.3 · audit A · 508 stars
watch SKILL.md skill
oxbshw/watch-skill · skills/watch/SKILL.md · Watch any video (URL, stream, or local path) via Watch Skill. Downloads, extracts scene-aware deduped frames, OCRs…
v1.4.3 · audit A · 508 stars
watching-videos SKILL.md skill
oxbshw/watch-skill · skills/watching-videos/SKILL.md · The user shared a video URL, a YouTube/TikTok/stream link, a local video file, a screen recording, a meeting recording…
v1.4.3 · audit A · 508 stars

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