graphify SKILL.md skillA
graphify from x1jiang/clawagents_py is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add x1jiang/clawagents_py/graphify@git:20260720.b69da2cPins git:20260720.b69da2c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- x1jiang/clawagents_py
- Path
src/clawagents/skills/graphify/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260720.b69da2c, committed Jul 20, 2026
- First version recorded
- Jul 20, 2026
- Size
- 2,934 bytes
- Repository stars
- 18
- License
- MIT
Local knowledge graph for code and docs (Graphify). Extract a folder into graphify-out/graph.json, then query with CLI or MCP before bulk reads. Install: pip install 'graphifyy[mcp]'.
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
# Graphify — local knowledge graph Turn a folder of code, schemas, docs, papers, or notes into a queryable NetworkX graph. Prefer graph queries over dumping whole trees into context. **Install:** `pip install 'graphifyy[mcp]'` **Upstream:** https://github.com/Graphify-Labs/graphify ## When to use - Architecture / dependency / “how does X connect to Y?” questions - Exploring an unfamiliar codebase or personal notes corpus - Before large `read_file` / `grep` sweeps when a graph already exists - After major edits: incremental `graphify update` Do **not** paste `graph.json` or `GRAPH_REPORT.md` into the system prompt — query via CLI/MCP. ## Bootstrap (workspace) Prefer **code-only** extract. A plain `extract` without `--code-only` runs a semantic/docs pass that needs an LLM backend; without keys it can exit 0 and still leave **no** `graph.json`. ```bash # Prefer ClawAgents layout (VS Code uses this path). Use python3 (not bare python). export GRAPHIFY_OUT=.clawagents/graphify python3 -m graphify extract . --code-only # Augment after edits (AST, no LLM): python3 -m graphify update . ``` Full extract (docs/images, needs LLM): ```bash export GRAPHIFY_OUT=.clawagents/graphify …
Read the whole file at its exact version.
How to install
mdr add x1jiang/clawagents_py/graphify@sha256:7281e644eb40dd6dThe line at the top of this page pins the label git:20260720.b69da2c, 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.
[](https://markdownregistry.com/a/art_wk2ngwpqukyqtk5z)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, all committed on Jul 20, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260720.b69da2c latest | 2026-07-20 | b69da2c | 2,934 B | A | view · diff |
| git:20260720.3c47b30 | 2026-07-20 | 3c47b30 | 2,897 B | A | view · diff |
| git:20260720.42ae76d | 2026-07-20 | 42ae76d | 2,427 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2934 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
x1jiang/clawagents_py · 18 stars · license MIT · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wk2ngwpqukyqtk5z GET https://markdownregistry.com/api/v1/resolve?ref=x1jiang/clawagents_py/graphify GET https://markdownregistry.com/api/v1/blob/7281e644eb40dd6d540b0d46d236b94310c8ffdb11608b494eb4f55ef079aeb7
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.
More from x1jiang/clawagents_py
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