mcpbeat

Visualize

scaccogatto/visualize

>- Render an Open Knowledge Format (OKF) bundle as a single self-contained, interactive HTML graph (viz.html) — concepts as nodes coloured/sized by type, 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.

7k tokens
context cost
the whole folder, loaded on every use
2
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
225
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/scaccogatto/okf-skills --skill visualize

The instruction itself

1 sections, as written by the author

Visualize an OKF bundle

Generate a self-contained HTML graph of the target bundle (default the project's

.okf/). No backend, no install on the viewing side, no data leaves the page.

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 status, generated, verified,

stale_after, and sources (with their credibility signals, a usage_count

alongside the usage_window that frames it); 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 (today >= 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.

The output defaults to <bundle>/viz.html. Pass -o <path> to write elsewhere.

Bundles above 1,000 concepts default to the linear concentric layout (the

force layout freezes the page at that size — --layout cose overrides), and

--max-nodes N refuses oversized bundles, e.g. for CI.

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.

How to use it

Copy the folder

Take scaccogatto/visualize from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.

Install what it needs

The instructions reference pip. Without those the skill loads but fails at the first command.