How do I install the Sheaf Ingest skill?

Run npx skillmds@latest add manutej/sheaf-ingest-2 in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Sheaf Ingest safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Sheaf Ingest?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Sheaf Ingest free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Sheaf Ingest?

manutej (@manutej) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Sheaf Ingest by manutej — Agent Skill

Name: Sheaf Ingest
Author: manutej

File contents

Sheaf ingest

Contract

A loadable graph MUST satisfy schemas/sheaf-graph.schema.json.

Missing section → zeros. Never Gaussian-fill a real graph.
Missing Fsrc/Ftgt → rebuild from restrictKind.
residualMeaning is one domain sentence.
Cap playable lattices at ~120 nodes after pooling.
Do not put colours on nodes or edges.

Read docs/INGEST.md and docs/GENERATE.md before writing a new extractor.

Fast paths

Triples / CSV / wiki

cp templates/kg/triples.json /tmp/my-kg.json
npm run sheaf:generate -- --from /tmp/my-kg.json --out docs/examples/my-kg.json
npm run sheaf:validate -- docs/examples/my-kg.json

Wiki folder: npm run sheaf:generate -- --from-wiki docs/sources --out docs/examples/wiki-integrity.json

Codebase

git clone --depth 1 https://github.com/ORG/REPO.git /tmp/lib
node scripts/sheaf/from-code.mjs --root /tmp/lib --out docs/examples/my-lib.json --cap 88

Worked job: templates/library/langchainjs.json. Rich three-level index: scripts/sheaf/rich-index.mjs.

Drop-in

Write docs/examples/<id>.json where <id> equals the object's id. Add a row to docs/examples/catalog.json. Restart the app.

Templates

File	Use
`templates/kg/triples.json`	Entities + relations + optional sections
`templates/kg/triples.csv`	Topology sketch (zeros)
`templates/kg/nodes-edges.json`	Already have maps
`templates/library/minimal-sheaf.json`	Smallest valid SheafGraph
`templates/library/scrape.json`	Generic library job
`templates/library/langchainjs.json`	LCEL worked example

Done when

sheaf:validate exits 0.
At least one teal (consistent) and one terracotta (noisy) restriction you can explain.
Pinned (known: true) stalks are the facts Diffuse must not move.
Catalog row exists.
No claim of “sheaf beats baseline” without a labeled gold set and a base rate.

---name: sheaf-ingest-2description: Turn triples, CSV, wiki markdown, or a JS/TS codebase into a SheafGraph JSON the explorer can load. Use when adding a knowledge graph, scraping a library, validating sheaf JSON, or running from-code / rich-index.---# Sheaf ingest## ContractA loadable graph MUST satisfy `schemas/sheaf-graph.schema.json`.- Missing `section` → zeros. Never Gaussian-fill a real graph.- Missing `Fsrc`/`Ftgt` → rebuild from `restrictKind`.- `residualMeaning` is one domain sentence.- Cap playable lattices at ~120 nodes after pooling.- Do not put colours on nodes or edges.Read `docs/INGEST.md` and `docs/GENERATE.md` before writing a new extractor.## Fast paths### Triples / CSV / wiki```bashcp templates/kg/triples.json /tmp/my-kg.jsonnpm run sheaf:generate -- --from /tmp/my-kg.json --out docs/examples/my-kg.jsonnpm run sheaf:validate -- docs/examples/my-kg.json```Wiki folder: `npm run sheaf:generate -- --from-wiki docs/sources --out docs/examples/wiki-integrity.json`### Codebase```bashgit clone --depth 1 https://github.com/ORG/REPO.git /tmp/libnode scripts/sheaf/from-code.mjs --root /tmp/lib --out docs/examples/my-lib.json --cap 88```Worked job: `templates/library/langchainjs.json`.Rich three-level index: `scripts/sheaf/rich-index.mjs`.### Drop-inWrite `docs/examples/<id>.json` where `<id>` equals the object's `id`.Add a row to `docs/examples/catalog.json`. Restart the app.## Templates| File | Use || --- | --- || `templates/kg/triples.json` | Entities + relations + optional sections || `templates/kg/triples.csv` | Topology sketch (zeros) || `templates/kg/nodes-edges.json` | Already have maps || `templates/library/minimal-sheaf.json` | Smallest valid SheafGraph || `templates/library/scrape.json` | Generic library job || `templates/library/langchainjs.json` | LCEL worked example |## Done when1. `sheaf:validate` exits 0.2. At least one teal (consistent) and one terracotta (noisy) restriction you can explain.3. Pinned (`known: true`) stalks are the facts Diffuse must not move.4. Catalog row exists.5. No claim of “sheaf beats baseline” without a labeled gold set and a base rate.

Frequently asked questions

Sheaf Ingest