Use before reading any .txt file, whatever its name, and whenever a task builds on GitIngest digests. Checks whether a file is a digest (a whole repository in one file) and surveys, searches, and reads it without loading it whole. Returns only the requested lines, with token estimates and anchors for a reusable synthesis.
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
A **GitIngest** digest is a whole repository in one text file, usually far larger than any context. Never read it directly: the helper returns only the parts you ask for.
The helper ships with this skill, at [tools/ingest.ts](tools/ingest.ts) next to this file. It needs no package, only **Node.js** 22.18 or later, which runs its TypeScript directly. Run it from the project root, pointing at wherever the skill is installed.
## Check first
```sh
node <path-to-this-skill>/tools/ingest.ts is notes.txt
```
If it prints `GitIngest digest of ...`, follow this skill. If it prints `not a GitIngest digest`, read the file as usual and ignore the rest of this skill.
## Commands
Put the digests after the command. `--help` lists every flag.
```sh
# Size, token estimate, main areas, and largest files
node <path-to-this-skill>/tools/ingest.ts overview project.txt
# Directory tree of an area, two levels deep
node <path-to-this-skill>/tools/ingest.ts tree project.txt --under packages/server --depth 2
# Files of an area, largest first
node <path-to-this-skill>/tools/ingest.ts files project.txt --under packages/server --sort size
…
The line at the top of this page pins the label v1.0.0, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_vemdro43vvlxuhdm
GET https://markdownregistry.com/api/v1/resolve?ref=wellwelwel/lagune/ingest
GET https://markdownregistry.com/api/v1/blob/63c2268e6091b265f1709a2f58417c63566e936a3cb41bd65a136c49295866fc
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.
wellwelwel/lagune · .claude/skills/architecture/SKILL.md · Authoritative record of Lagune's architecture decisions, covering the three owners, what ships, the engine command, the…
wellwelwel/lagune · .claude/skills/blind-review/SKILL.md · Maps what a branch or the work in progress changes in behavior, before and after, from the code diff alone. Commit…
wellwelwel/lagune · .claude/skills/cdp/SKILL.md · Visual verification of a running page through Chrome's DevTools Protocol, capturing screenshots and measuring the…
wellwelwel/lagune · .claude/skills/dashboard/SKILL.md · Authoritative reference for the Lagune dashboard, a live view of a project's .lagune/ chain with a locked-down local…
wellwelwel/lagune · .claude/skills/mcp-catalog/SKILL.md · Find, review, and add MCP servers to the reviewed catalog that lagune.ai serves to Lagune Code. Use when asked to look…
wellwelwel/lagune · .claude/skills/refine/SKILL.md · Confronts a scope with the engineering, testing, and writer skills, each where it applies, and with the architecture a…
wellwelwel/lagune · .claude/skills/simulate/SKILL.md · How to simulate a Lagune command end to end so the user sees both the process and the results in chat. Use when the…
wellwelwel/lagune · .claude/skills/specialize/SKILL.md · Author a new built-in Lagune specialization inside the Lagune source, not a project's own catalog. Use when adding or…
wellwelwel/lagune · .claude/skills/testing/SKILL.md · Authoritative reference for deciding whether a test should exist and what it must assert. Use before writing or…
wellwelwel/lagune · .claude/skills/ui/SKILL.md · Design engineering principles for making interfaces feel polished. Use when building UI, reviewing frontend code, or…
wellwelwel/lagune · .claude/skills/writer/SKILL.md · Authoritative reference for writing the project's prose. Use before writing, editing, or translating any document…
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…
coreyhaines31/makerskills · skills/ingest/SKILL.md · When you paste raw human input — a call transcript (Grain, Zoom, Granola, Fathom), a text or email from a…
timharris707/skills · plugins/clickai-codex/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 · skills/investigate/ingest/SKILL.md · Turn a video, recording, voice memo, or media URL into an evidence packet of authoritative transcript, timestamped…
