ingest SKILL.md skillA

ingest from timharris707/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add timharris707/skills/ingest@git:20260819.b5bf4cd

Pins git:20260819.b5bf4cd in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
timharris707/skills
Path
skills/investigate/ingest/SKILL.md
Versions recorded
5
Latest version
git:20260819.b5bf4cd, committed Aug 19, 2026
First version recorded
Aug 8, 2026
Size
11,773 bytes
Repository stars
44
License
MIT

Turn a video, recording, voice memo, or media URL into an evidence packet of authoritative transcript, timestamped frames, and manifest, plus a routing recommendation. Use when the user shares a media file or URL with a goal, asks to process or transcribe a recording, or wants takeaways from a call, demo, playtest, or video.

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

# Ingest

Media in, evidence out. A run converts a recording or URL into a **packet** of transcript, frames, and manifest, reads it, and ends with a **routing recommendation**: what in this media looks like tickets, what needs a grilling session, what is strategy for the decider. The recommendation is where a run stops. Filing, claiming, and building are separate acts that follow it. A run is stateful on disk: it writes the packet into its own run directory under a persistent output home (both defined under "Run the pipeline"), where the evidence outlives the session.

## The purpose gate

Every run carries a **purpose**: a named intent plus the user's goal in their own words. The intent picks the pipeline; the goal steers the recommendation. Invoked without one, the first step is asking for it: "why am I getting this media?" is the decider's to answer, never inferred from content. Both are arguments to the run (`--intent`, `--goal`) and both are recorded in the manifest, so the packet always states what it was made to answer.

| Intent | Media | Frames | The recommendation leans toward |
| --- | --- | --- | --- |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add timharris707/skills/ingest@sha256:8df826eb16b3b0f3

The line at the top of this page pins the label git:20260819.b5bf4cd, 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_5j4c7fznqsdswedz.svg)](https://markdownregistry.com/a/art_5j4c7fznqsdswedz)

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

Versions

The registry has recorded 5 versions of this file, between Aug 8, 2026 and Aug 19, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20260819.b5bf4cd latest2026-08-19 b5bf4cd 11,773 BA view · diff
git:20260819.214da822026-08-19 214da82 11,850 BA view · diff
git:20260813.956fbf12026-08-13 956fbf1 11,662 BA view · diff
git:20260808.ddeb2f52026-08-08 ddeb2f5 12,121 BA view · diff
git:20260808.9bd7cb12026-08-08 9bd7cb1 9,149 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11773 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

timharris707/skills · 44 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5j4c7fznqsdswedz
GET https://markdownregistry.com/api/v1/resolve?ref=timharris707/skills/ingest
GET https://markdownregistry.com/api/v1/blob/8df826eb16b3b0f377c20fb4fc1acc3aa090002e938fc3d0cd18c8ad79d3c17b

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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Every file in timharris707/skills

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