For a media file or URL shared with a goal, transcription requests, or takeaways from a call, demo, playtest, or video, build a transcript and timestamped visual evidence packet with a manifest and recommended next workflow.
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
Read the [Codex desktop binding](../../../CODEX.md) when this workflow needs harness mechanics, model routing, or recovery.
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
…
The line at the top of this page pins the label git:20260906.a9317e0, 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.
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 (11833 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_3nszw3xi5gwzuabn
GET https://markdownregistry.com/api/v1/resolve?ref=timharris707/skills/ingest
GET https://markdownregistry.com/api/v1/blob/6b54f3c44842e3146e66a2bc242204ffa3f060b4103be698360e866d0a9b5cea
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.
timharris707/skills · editions/codex/overrides/skills/investigate/ingest/SKILL.md · For a media file or URL shared with a goal, transcription requests, or takeaways from a call, demo, playtest, or video…
timharris707/skills · plugins/clickai-codex/skills/author/huh/SKILL.md · When a message did not land or pasted agent output needs translation, restate it plainly, expand shorthand, separate…
timharris707/skills · plugins/clickai-codex/skills/author/plainspoken/SKILL.md · For chat replies, status updates, review comments, and commit messages, write plainly without AI tells. Also use to…
timharris707/skills · plugins/clickai-codex/skills/author/writing-for-agents/SKILL.md · For skills, standing agent instructions, recorded rules, or documents agents skip, write and prune reliable triggers…
timharris707/skills · plugins/clickai-codex/skills/author/writing-for-humans/SKILL.md · For public-facing drafts, pages that read like agent documentation, or a final AI-tell scrub, write clear human copy in…
timharris707/skills · plugins/clickai-codex/skills/decide/advisory-board/SKILL.md · For an explicitly requested advisory board, roundtable, panel, idea tournament, multi-model review or debate, red-team…
timharris707/skills · plugins/clickai-codex/skills/decide/decision-map/SKILL.md · When asked to chart a decision map, work a map ticket, or plan work whose open decisions gate each other, map the…
timharris707/skills · plugins/clickai-codex/skills/decide/grilling/SKILL.md · When asked to grill, stress-test, or pressure-test an idea, or before a decision map or spec rests on an untested…
timharris707/skills · plugins/clickai-codex/skills/investigate/codebase-review/SKILL.md · Before an upcoming feature, when merged work crosses the recorded review threshold, or when implementation exposes…
timharris707/skills · plugins/clickai-codex/skills/investigate/prototype/SKILL.md · When discussion or static mockups cannot settle how something should look, behave, or feel, build a disposable…
timharris707/skills · plugins/clickai-codex/skills/investigate/research/SKILL.md · For factual investigations of vendor materials, regulations, upstream repositories, recorded calls, or other evidence…
garrytan/gbrain · plugin-variants/gbrain-daily/skills/ingest/SKILL.md · Route content to specialized ingestion skills. Detects input type and delegates.
garrytan/gbrain · plugin-variants/gbrain-coding/skills/ingest/SKILL.md · Route content to specialized ingestion skills. Detects input type and delegates.
suboss87/fdeops · skills/ingest/SKILL.md · Fetch requested source material and prepare sourced engagement updates. Use to catch up from external notes or…
timharris707/skills · skills/investigate/ingest/SKILL.md · Turn a video, recording, voice memo, or media URL into an evidence packet of authoritative transcript, timestamped…
timharris707/skills · editions/codex/overrides/skills/investigate/ingest/SKILL.md · For a media file or URL shared with a goal, transcription requests, or takeaways from a call, demo, playtest, or video…
ariaxhan/kernel-claude · skills/ingest/SKILL.md · Entry point for new or resumed work. Researches and scopes new tasks; validates and resumes handoff/checkpoint…
