Blog Write
AgriciDaniel/claude-blog
Write new blog articles from scratch optimized for Google rankings and AI citations.
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…
Install Visualize
$ npx skills add scaccogatto/okf-skills --skill visualize -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install scaccogatto/okf-skills visualize --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/scaccogatto/okf-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/visualize .claude/skills/visualize && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "visualize" agent skill from https://github.com/scaccogatto/okf-skills/tree/main/skills/visualize into .claude/skills/visualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visualize", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/scaccogatto/okf-skills/tree/main/skills/visualizeType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add scaccogatto/okf-skills --skill visualize -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install scaccogatto/okf-skills visualize --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scaccogatto/okf-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/visualize .agents/skills/visualize && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "visualize" agent skill from https://github.com/scaccogatto/okf-skills/tree/main/skills/visualize into .agents/skills/visualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visualize", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add scaccogatto/okf-skills --skill visualize -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install scaccogatto/okf-skills visualize --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scaccogatto/okf-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/visualize .cursor/skills/visualize && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "visualize" agent skill from https://github.com/scaccogatto/okf-skills/tree/main/skills/visualize into .cursor/skills/visualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visualize", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/scaccogatto/okf-skills.git --path skills/visualize--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add scaccogatto/okf-skills --skill visualize -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install scaccogatto/okf-skills visualize --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scaccogatto/okf-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/visualize .gemini/skills/visualize && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "visualize" agent skill from https://github.com/scaccogatto/okf-skills/tree/main/skills/visualize into .gemini/skills/visualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visualize", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install scaccogatto/okf-skills visualizeInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add scaccogatto/okf-skills --skill visualize -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/scaccogatto/okf-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/visualize .github/skills/visualize && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "visualize" agent skill from https://github.com/scaccogatto/okf-skills/tree/main/skills/visualize into .github/skills/visualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visualize", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add scaccogatto/okf-skills --skill visualize -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install scaccogatto/okf-skills visualize --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scaccogatto/okf-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/visualize .opencode/skills/visualize && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "visualize" agent skill from https://github.com/scaccogatto/okf-skills/tree/main/skills/visualize into .opencode/skills/visualize/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visualize", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
visualize- GitHub stars
- 407
- Token cost
- ~714 tokens
- SKILL.md length
- 285 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- MIT
At a glance
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…
- Asked to visualize
- Runs Python scripts from its folder; calls python3 and uv
- Explore an OKF bundle
What it does
Visualize is an agent skill from scaccogatto/okf-skills. 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.
Its SKILL.md is about 710 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/okf_visualize.py`).
It sits in Marketing & SEO, covering HTML artifacts, Link building and Markdown. The repository describes itself as: The OKF toolkit for Claude Code — author, maintain, validate & visualize Open Knowledge Format bundles. Plugin, agent skills, and a GitHub Action. The licence is MIT.
When your agent uses it
- Asked to visualize
- Explore an OKF bundle
Example prompts
- “Links to”
- “Cited by”
- “/visualize”
Requirements
- Python 3
- Pre-approved tools (allowed-tools): Bash
What it can do on your machine
Read from SKILL.md and the folder at commit 8e31878. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Bash
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Visualize loads about 714 tokens when it runs. Until then it costs about 121 tokens; SKILL.md has 285 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Bash
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from scaccogatto/okf-skills at commit 8e31878, republished under its MIT licence (© scaccogatto). 285 words, ~714 tokens.
Download SKILL.mdSave it as
.claude/skills/visualize/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- 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.
- allowed-tools
- Bash
- user-invocable
- true
- argument-hint
- <bundle-dir> [-o viz.html]
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" $ARGUMENTSIf uv is unavailable:
python3 -m pip install --quiet pyyaml && \
python3 "${CLAUDE_SKILL_DIR}/scripts/okf_visualize.py" $ARGUMENTSThe 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.
© scaccogatto, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (scripts) in skills/visualize of scaccogatto/okf-skills.
- SKILL.md
- scripts/okf_visualize.py
Open the folder on GitHubat commit 8e31878
Compare with similar skills
Visualize next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Visualize this skillscaccogatto/okf-skills | 407 | — | ~714 | Automated safety check: Notes | MIT | |
| Blog WriteAgriciDaniel/claude-blog | 2.3k | 1 repos | ~5.6k | Automated safety check: Pass | MIT | |
| Blog WriteAgriciDaniel/claude-blog | 2.3k | — | ~5.6k | Automated safety check: Pass | MIT | |
| Webobsidianxnohat/webobsidian | 268 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Obsidian Layout AdjustmentAr9av/obsidian-wiki | 3.5k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Conducty Contextrobertbarclayy/conducty | 176 | — | ~3.7k | Automated safety check: Pass | MIT |
Similar skills
Blog Write
AgriciDaniel/claude-blog
Write new blog articles from scratch optimized for Google rankings and AI citations.
Webobsidian
xnohat/webobsidian
Read, write, search, and manage notes in a WebObsidian vault through its Agent REST API (/api/v1).
Obsidian Layout Adjustment
Ar9av/obsidian-wiki
Adjust the user's Obsidian visual layout with CSS snippets. An agent skill from Ar9av/obsidian-wiki.
Conducty Context
robertbarclayy/conducty
Ingest a project directory into the Obsidian vault as a linked context sub-graph — Architecture, Conventions, Invariants, Hotspots, Tests, Glossary, plus per-bounded-context module notes.
Compress
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Vault alignment engine. An agent skill from iurykrieger/claude-bedrock.
More from scaccogatto/okf-skills
Backfill
scaccogatto/okf-skills
Reconstruct an OKF bundle by event-sourcing a repository's history (git log and Claude session transcripts).
Okf
scaccogatto/okf-skills
Author, maintain, and consume Open Knowledge Format (OKF) knowledge bundles — portable markdown + YAML frontmatter that both humans and agents read.
Validate
scaccogatto/okf-skills
Check that an Open Knowledge Format (OKF) bundle is conformant with the v0.2 spec (§11).
Related
Categories
Questions about Visualize
What does Visualize do?
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…. Visualize is an agent skill from scaccogatto/okf-skills.2 trust/lifecycle/provenance metadata, and "Links to" / "Cited by" backlinks, layout switching, per-type filter and search.
When should I use Visualize?
Visualize fits situations like: asked to visualize; explore an OKF bundle.
How do I install Visualize in Claude Code?
Run `npx skills add scaccogatto/okf-skills --skill visualize -a claude-code`. Or copy the skill folder (skills/visualize in scaccogatto/okf-skills) into .claude/skills/visualize in your project. Claude Code loads it when a task matches its description.
How do I install Visualize in Codex?
Run `npx skills add scaccogatto/okf-skills --skill visualize -a codex`. Or copy the skill folder (skills/visualize in scaccogatto/okf-skills) into .agents/skills/visualize in your project. Codex loads it when a task matches its description.
Can I use Visualize in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add scaccogatto/okf-skills --skill visualize -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/visualize, .gemini/skills/visualize, .github/skills/visualize and .opencode/skills/visualize in your project.
What does Visualize need to run?
Going by SKILL.md and its folder, Visualize needs Python for the scripts in its folder and the command-line tools its instructions call (python3 and uv). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Bash.
Does Visualize access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Visualize safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Visualize use?
Visualize is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Visualize use?
About 714 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Visualize?
Skills that share tags, products or a category with Visualize: Blog Write (AgriciDaniel/claude-blog, 2.3k stars), Blog Write (AgriciDaniel/claude-blog, 2.3k stars), Webobsidian (xnohat/webobsidian, 268 stars) and Obsidian Layout Adjustment (Ar9av/obsidian-wiki, 3.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Visualize?
scaccogatto (a GitHub user) maintains it in scaccogatto/okf-skills, which has 407 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on September 28, 2026.
Source: scaccogatto/okf-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.