---
name: visualize
description: >-
  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.
user-invocable: true
argument-hint: "<bundle-dir> [-o viz.html]"
allowed-tools: Bash
---

# 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.

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

If `uv` is unavailable:

```bash
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.

| Flag | Effect |
|------|--------|
| `-o <path>` | Output file (default `<bundle>/viz.html`). |
| `-t, --title` | Graph title (default `parent/bundle` dir name). |
| `-l, --link` | Source URL shown in the header. |
| `--layout` | `cose`, `concentric`, `breadthfirst`, `circle`, `grid`. |
| `--max-nodes N` | Exit 1 above N concepts (useful in CI). |
| `--og-image URL` | Absolute 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.