Graph ingest
Use when the user brings an external source worth keeping — a URL, a paper, a tweet/thread, a blog post, a docs page — and wants it pulled into the second brain. Fetches the source into the git-ignored capture inbox, admits it to the committed wiki through the admission policy, then refreshes the knowledge graph so it joins the rest of your thinking. Trigger on "/graph-ingest", "ingest this url", "add this paper to my knowledge", "add this tweet/page to my knowledge", "capture this source".From its SKILL.md
npx -y skills add alirezarezvani/gaios --skill graph-ingestAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
SKILL.md
4.3 KB, 988 tokens by cl100k_base, as published. Nobody here has run it
Graph Ingest
Capture an external source into the second brain through the graph. This is the bridge between graphify's add and the gAIOS wiki loop: fetch → admit → graph. One command, three guarded hops, ending with the new knowledge cross-linked in wiki/ and visible in the graph.
When to run
- A URL / paper / tweet / thread / page is worth keeping, not just reading once.
- The user says "save this", "add this to my knowledge", or pastes a link and wants it remembered.
- You spot a source referenced 2-3 times across sessions → suggest ingesting it so it stops being re-fetched.
The output (always this shape)
## Ingested: <source title>
**Source** — <url> (fetched <date>)
**Captured** — raw/<file> (git-ignored inbox)
**Admitted** — wiki/<entry>.md ⏸ draft — awaiting your OK to commit
- de-identified: <what was stripped/referenced-out, or "nothing flagged">
- lint: <wiki_lint.py result — pass / N warnings>
- cross-links: <related wiki entries linked>
**Graphed** — graphify-out/ refreshed; new node(s): <node names>
- notable edges (EXTRACTED / INFERRED): <1-2 connections worth seeing>
**Next** — review the draft entry → approve commit → open graph.html
Process
- Fetch into the capture inbox. Run
graphify add <url> [--author --contributor]— it pulls the source intoraw/(the git-ignored capture inbox), then re-extracts. Use--author/--contributoronly when you know who wrote it. Verify: the new file landed inraw/and nowhere else. If the fetch failed, report the error; do not hand a half-fetched file forward. - Admit it to the wiki. Hand off to
/wiki(references/sops/wiki-translate.md) to ADMIT the capture: read any existing entry first then merge, apply the admission policy (de-identify — strip/reference-out any secret, PHI/PII, named-deal specific, or live financial figure), cross-link related entries, updatewiki/_index.md, then runpython tools/wiki_lint.py. Gate: lint must pass (no broken-link/IBAN/secret errors) before the entry is eligible to commit. Leave the entry as a draft; do not commit without the human's OK. - Refresh the graph. Run
/graph(default scope = code + committedwiki/only) so the admitted entry joins the graph. Verify:graphify-out/regenerated and the new entry appears as a node; name 1-2 notable edges fromGRAPH_REPORT.md, labelled EXTRACTED vs INFERRED so claims stay honest. - Move the capture. Per the wiki SOP, the processed file moves
raw/→raw/_archive/(never deleted). - Hand back. Surface the output block, point at the draft entry and
graph.html, and offer to commit once approved.
Autonomy
L2 — drafts the wiki entry; admission and commit are human-gated. Fetch and graph-refresh run automatically (reversible, local); the wiki entry stays a draft until the human approves the commit. Never commit de-identified content on the user's behalf without that OK.
Guardrails (from CLAUDE.md) — CRITICAL
- Fetched external content lands ONLY in git-ignored
raw/. It reaches committedwiki/ONLY after de-identification + a passingtools/wiki_lint.py. (Guardrails #1, #2, #7) - Never graph
raw/directly.raw/can hold raw PHI/PII/financials before de-identification; the graph's default scope is code + committedwiki/only —raw/,.env,.tmp/are hard-excluded. - No secrets / PHI / confidential figures into
wiki/— reference the source, never transcribe sensitive specifics. The wiki is committed; treat it as public. - Cite, don't invent. Keep the source URL on the entry; rely on graphify's EXTRACTED / INFERRED / AMBIGUOUS labels rather than asserting unverified links.
graphify-out/is a git-ignored derived artifact — don't commit it.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.