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scaccogattoscaccogatto/okf-skills/skills/visualize/SKILL.md

visualize

Skill444 starsChanged 31 days agoMITView on GitHub

Render an Open Knowledge Format (OKF) bundle as a single self-contained, interactive HTML graph (viz.html) — concepts as nodes coloured by type and sized by body length, markdown links and bundle-internal `sources` as edges, a wiki-style detail panel with rendered markdown, v0.2 trust/lifecycle/provenance metadata, and "Links to" / "Cited by" backlinks, layout switching, per-type filter and search. Use when asked to visualize, graph, preview, or explore an OKF bundle.

  • Installs packages

45 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use exp-pilot-eval, exp-pilot-run and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • skyllwtSkill

    exp-pilot-eval

    Pilot result evaluation — read pilot results, apply success criteria, update idea page (pilot_result, failure_reason if failed), generate PILOT_VERDICT_REPORT. Called by /ideate Phase 5 after /exp-pilot-run.

    Also in 4 projects that use this

  • skyllwtSkill

    exp-pilot-run

    Pilot experiment execution — read Pilot Spec YAML, write pilot code, run experiment(Confirm with the user before operation and require the applicant to conduct manual inspection), return results. Called by /ideate Phase 5. Does NOT modify wiki pages or judge pass/fail.

    Also in 4 projects that use this

  • LambenthanSkill

    daily-arxiv

    每日从 arXiv 拉取新论文，过滤相关性，auto-ingest 高优先级论文，检测 SOTA 更新

    Also in 4 projects that use this

  • LambenthanSkill

    exp-eval

    实验判决门：Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges

    Also in 4 projects that use this

  • phanghonghaoSkill

    poster

    HTML/CSS A4 海报生成。从沙龙/活动 Markdown 文件生成科技风 A4 海报 PDF/PNG。Use when user mentions: poster, 海报, 海报生成, make poster, generate poster, 活动海报, 沙龙海报.

    Also in 4 projects that use this

  • +1 more from skyllwt
  • +6 more from Lambenthan
  • Other versions45 projects use a version of this.

    Word for word · 0

    None found.

    Edited · 0

    None found.

    Wrote their own version · 45

    1. moltbot/clawdbot★ 394ksame name
    2. steipete/warelay★ 394ksame name
    3. steipete/clawdis★ 394ksame name
    4. moltbot/moltbot★ 394ksame name
    5. clawdbot/clawdbot★ 394ksame name
    6. openclaw/openclaw★ 394ksame name
    7. molt-bot/clawdbot★ 391ksame name
    8. amosblomqvist/learn★ 3.4ksame name
    9. skyllwt/OmegaWiki★ 1.7ksame name
    10. DAIR-AutoResearch/AutoSci★ 1.7ksame name

    35 more not listed

    How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

  • In this repository3 other files it gives its agents.

The file

We split this skill into the rules it gives an agent

1 rule. 0 are common, 0 are distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 43 edited versions we read keep these.

  • 0

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    If uv is unavailable:

    line 27

“Common” is measured: kept by at least 6 in 10 of the 43 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Visualize an OKF bundle

Generate a self-contained HTML graph of the target bundle. The bundle directory is required, so pass .okf explicitly when no path is given. No backend, no install, no bundle content leaves the page. The viewer does need network access: cytoscape, marked and dompurify load from cdn.jsdelivr.net.

uv run "${CLAUDE_SKILL_DIR}/scripts/okf_visualize.py" $ARGUMENTS

If uv is unavailable:

python3 -m pip install --quiet pyyaml && \
python3 "${CLAUDE_SKILL_DIR}/scripts/okf_visualize.py" $ARGUMENTS

The detail panel shows each concept's type, description, tags, status, generated, verified, stale_after, sources (with their credibility signals, a usage_count alongside the usage_window that frames it), and rendered body; a sources entry pointing at another concept in the bundle also becomes a graph edge. A v0.1 timestamp is read as generated.at, so legacy bundles still render fully.

Two badges are derived, not read: the §5.3 trust tier (unverified / machine-confirmed / human-reviewed, keyed off the human: prefix in verified[].by) and staleness (now >= stale_after). They are advisory signals — when reporting on a bundle, say which tier a concept is in rather than treating any of them as a gate.

FlagEffect
-o <path>Output file (default <bundle>/viz.html).
-t, --titleGraph title (default parent/bundle dir name).
-l, --linkSource URL shown in the header.
--layoutcose, concentric, breadthfirst, circle, grid.
--max-nodes NExit 1 above N concepts (useful in CI).
--og-image URLAbsolute URL for the social preview image.

Above 1,000 concepts the default switches to concentric (force freezes the page; --layout cose overrides, and the in-page picker asks first). Above 5,000 it warns that the page loads slowly and reads as a hairball, and suggests rendering a subdirectory.

Open it in any browser; ${CLAUDE_SKILL_DIR} resolves whether this runs as part of the okf plugin or as a standalone skills.sh skill. The page is deep-linkable: ?select=<concept-id> or #<concept-id> opens that concept, ?layout=<name> presets the layout.

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What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

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