Review Criteria
romshark/datapages
Classify Datapages findings by reach and severity and write review-.md reports.
Security-audit a third-party skill bundle (folder with SKILL.md, or .zip / .tar.gz archive) before installing it, using the SkillWard cloud scanner.
Install Skillward Audit
$ npx skills add Fangcun-AI/SkillWard --skill skillward-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Fangcun-AI/SkillWard skillward-audit --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/Fangcun-AI/SkillWard.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skillward-audit-skill .claude/skills/skillward-audit && 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 "skillward-audit" agent skill from https://github.com/Fangcun-AI/SkillWard/tree/main/skillward-audit-skill into .claude/skills/skillward-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillward-audit", 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/Fangcun-AI/SkillWard/tree/main/skillward-audit-skillType 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 Fangcun-AI/SkillWard --skill skillward-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Fangcun-AI/SkillWard skillward-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Fangcun-AI/SkillWard.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skillward-audit-skill .agents/skills/skillward-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skillward-audit" agent skill from https://github.com/Fangcun-AI/SkillWard/tree/main/skillward-audit-skill into .agents/skills/skillward-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillward-audit", 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 Fangcun-AI/SkillWard --skill skillward-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Fangcun-AI/SkillWard skillward-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Fangcun-AI/SkillWard.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skillward-audit-skill .cursor/skills/skillward-audit && 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 "skillward-audit" agent skill from https://github.com/Fangcun-AI/SkillWard/tree/main/skillward-audit-skill into .cursor/skills/skillward-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillward-audit", 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/Fangcun-AI/SkillWard.git --path skillward-audit-skill--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 Fangcun-AI/SkillWard --skill skillward-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Fangcun-AI/SkillWard skillward-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Fangcun-AI/SkillWard.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skillward-audit-skill .gemini/skills/skillward-audit && 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 "skillward-audit" agent skill from https://github.com/Fangcun-AI/SkillWard/tree/main/skillward-audit-skill into .gemini/skills/skillward-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillward-audit", 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 Fangcun-AI/SkillWard skillward-auditInstalls 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 Fangcun-AI/SkillWard --skill skillward-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Fangcun-AI/SkillWard.git skills-src && mkdir -p .github/skills && cp -r skills-src/skillward-audit-skill .github/skills/skillward-audit && 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 "skillward-audit" agent skill from https://github.com/Fangcun-AI/SkillWard/tree/main/skillward-audit-skill into .github/skills/skillward-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillward-audit", 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 Fangcun-AI/SkillWard --skill skillward-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Fangcun-AI/SkillWard skillward-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Fangcun-AI/SkillWard.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skillward-audit-skill .opencode/skills/skillward-audit && 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 "skillward-audit" agent skill from https://github.com/Fangcun-AI/SkillWard/tree/main/skillward-audit-skill into .opencode/skills/skillward-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skillward-audit", 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
skillward-audit- GitHub stars
- 143
- Token cost
- ~2.9k tokens
- SKILL.md length
- 1,430 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Security-audit a third-party skill bundle (folder with SKILL.md, or .zip / .tar.gz archive) before installing it, using the SkillWard cloud scanner.
- Works in 3 steps: User gave a path — verify it exists. If… → User said "this skill" / "the skill"… → User gave a URL or GitHub link — v1 does…
- Any natural safety question about an external skill — is this skill safe?
- SKILL.md covers When to use, When NOT to use, Gathering input and Choosing language, plus 6 more sections
- Runs Python scripts from its folder; calls python and git; reaches skillward.fangcunleap.com
What it does
Skillward Audit is an agent skill from Fangcun-AI/SkillWard. Security-audit a third-party skill bundle (folder with SKILL.md, or .zip / .tar.gz archive) before installing it, using the SkillWard cloud scanner. Trigger on any natural safety question about an external skill — "is this skill safe?", "audit / scan / review this skill", "should I install this?", "trustworthy?", "any malware?", "is it sketchy?" — even when the user doesn't name SkillWard explicitly. Do NOT trigger when the user is authoring their own skill, asking for a code review of code they wrote, or…
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/scan.py`).
It sits in Security, covering Security review and Code review. The repository describes itself as: Security scanner for Agent Skills — uncover hidden threats before deployment.
When your agent uses it
- Any natural safety question about an external skill — is this skill safe?
- Audit / scan / review this skill
- Should I install this?
- Is it sketchy? — even when the user doesnt name SkillWard explicitly
Example prompts
- “is this skill safe?”
- “audit / scan / review this skill”
- “should I install this?”
- “/skillward-audit”
Requirements
- Python 3
- Docker
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- User gave a path — verify it exists. If it's a folder, confirm it contains
- User said "this skill" / "the skill" without a path — ask one clarifying
- User gave a URL or GitHub link — v1 does not support remote fetching.
What it can do on your machine
Read from SKILL.md and the folder at commit 7e406b7. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
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:
pythongit
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
skillward.fangcunleap.com
Also links to:
github.com
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
Skillward Audit loads about 2.9k tokens when it runs. Until then it costs about 143 tokens; SKILL.md has 1,430 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 passed
The automated check found no risky patterns in SKILL.md.
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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,430 words (~2,870 tokens).
“Thin client for the SkillWard public scanning service at https://skillward.fangcunleap.com. Given a local skill bundle (folder with SKILL.md, or a .zip / .tar.gz archive), this skill packages it, uploads it to the remote service, streams scan progress, and reports the…”
- name
- skillward-audit
Files
SKILL.md and 1 other file (scripts) in skillward-audit-skill of Fangcun-AI/SkillWard.
- SKILL.md
- scripts/scan.py
Open the folder on GitHubat commit 7e406b7
Compare with similar skills
Skillward Audit 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 |
|---|---|---|---|---|---|---|
| Skillward Audit this skillFangcun-AI/SkillWard | 143 | — | ~2.9k | Automated safety check: Pass | Custom licence | |
| Review Criteriaromshark/datapages | 114 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Trailmark Graph Evolutiontrailofbits/skills | 7.5k | — | ~3.4k | Automated safety check: Pass | CC-BY-SA-4.0 | |
| Performing Security Code Reviewjeremylongshore/tons-of-skills-marketplace | 2.8k | 2 repos | ~1.3k | Automated safety check: Notes | MIT | |
| Post-Patch Validationtrailofbits/skills | 7.5k | — | ~3.8k | Automated safety check: Notes | CC-BY-SA-4.0 | |
| Trailmark Review Gatetrailofbits/skills | 7.5k | — | ~1.1k | Automated safety check: Notes | CC-BY-SA-4.0 |
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Performing Security Code Review
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
- Official
Post-Patch Validation
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Tests a security patch against the original bug, its variants and normal behavior, with reproducible baseline-versus-patched evidence before you merge or call it fixed.
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Trailmark Review Gate
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Compares before and after Trailmark graphs of a branch, pull request or release diff to flag new entry points, tainted paths, removed validation and other structural security regressions.
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Differential Security Review
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Related
Categories
Questions about Skillward Audit
What does Skillward Audit do?
Security-audit a third-party skill bundle (folder with SKILL.md, or .zip / .tar.gz archive) before installing it, using the SkillWard cloud scanner. Skillward Audit is an agent skill from Fangcun-AI/SkillWard.gz archive) before installing it, using the SkillWard cloud scanner.
When should I use Skillward Audit?
Skillward Audit fits situations like: any natural safety question about an external skill — is this skill safe?; audit / scan / review this skill; should I install this?; is it sketchy? — even when the user doesnt name SkillWard explicitly.
How do I install Skillward Audit in Claude Code?
Run `npx skills add Fangcun-AI/SkillWard --skill skillward-audit -a claude-code`. Or copy the skill folder (skillward-audit-skill in Fangcun-AI/SkillWard) into .claude/skills/skillward-audit in your project. Claude Code loads it when a task matches its description.
How do I install Skillward Audit in Codex?
Run `npx skills add Fangcun-AI/SkillWard --skill skillward-audit -a codex`. Or copy the skill folder (skillward-audit-skill in Fangcun-AI/SkillWard) into .agents/skills/skillward-audit in your project. Codex loads it when a task matches its description.
Can I use Skillward Audit 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 Fangcun-AI/SkillWard --skill skillward-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skillward-audit, .gemini/skills/skillward-audit, .github/skills/skillward-audit and .opencode/skills/skillward-audit in your project.
What does Skillward Audit need to run?
Going by SKILL.md and its folder, Skillward Audit needs Python for the scripts in its folder and the command-line tools its instructions call (python and git). Our summary lists: Python 3; Docker.
Does Skillward Audit access the network?
SKILL.md names 2 domains. In commands or code: skillward.fangcunleap.com; the agent is likely to contact it when it follows the instructions. As links in the text: github.com. This is read from the text; nothing was executed.
Is Skillward Audit safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. 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 Skillward Audit use?
Skillward Audit has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Skillward Audit use?
About 2.9k tokens (SKILL.md is roughly 11k 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 Skillward Audit?
Skills that share tags, products or a category with Skillward Audit: Review Criteria (romshark/datapages, 114 stars), Trailmark Graph Evolution (trailofbits/skills, 7.5k stars), Performing Security Code Review (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Post-Patch Validation (trailofbits/skills, 7.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Skillward Audit?
Fangcun-AI (a GitHub organization) maintains it in Fangcun-AI/SkillWard, which has 143 GitHub stars. The repository was last updated on July 17, 2026.
Source: Fangcun-AI/SkillWard on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.