Agent Code Analyzer
ruvnet/ruflo
Agent skill for code-analyzer - invoke with $agent-code-analyzer
Generate a draft VALIDATION.md for a skill by analyzing its SKILL.md construction steps
$ npx skills add ghbalf/freecad-ai --skill create-validation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ghbalf/freecad-ai create-validation --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/ghbalf/freecad-ai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/create-validation .claude/skills/create-validation && 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 "create-validation" agent skill from https://github.com/ghbalf/freecad-ai/tree/master/skills/create-validation into .claude/skills/create-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-validation", 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/ghbalf/freecad-ai/tree/master/skills/create-validationType 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 ghbalf/freecad-ai --skill create-validation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ghbalf/freecad-ai create-validation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ghbalf/freecad-ai.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/create-validation .agents/skills/create-validation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "create-validation" agent skill from https://github.com/ghbalf/freecad-ai/tree/master/skills/create-validation into .agents/skills/create-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-validation", 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 ghbalf/freecad-ai --skill create-validation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ghbalf/freecad-ai create-validation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ghbalf/freecad-ai.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/create-validation .cursor/skills/create-validation && 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 "create-validation" agent skill from https://github.com/ghbalf/freecad-ai/tree/master/skills/create-validation into .cursor/skills/create-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-validation", 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/ghbalf/freecad-ai.git --path skills/create-validation--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 ghbalf/freecad-ai --skill create-validation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ghbalf/freecad-ai create-validation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ghbalf/freecad-ai.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/create-validation .gemini/skills/create-validation && 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 "create-validation" agent skill from https://github.com/ghbalf/freecad-ai/tree/master/skills/create-validation into .gemini/skills/create-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-validation", 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 ghbalf/freecad-ai create-validationInstalls 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 ghbalf/freecad-ai --skill create-validation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ghbalf/freecad-ai.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/create-validation .github/skills/create-validation && 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 "create-validation" agent skill from https://github.com/ghbalf/freecad-ai/tree/master/skills/create-validation into .github/skills/create-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-validation", 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 ghbalf/freecad-ai --skill create-validation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ghbalf/freecad-ai create-validation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ghbalf/freecad-ai.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/create-validation .opencode/skills/create-validation && 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 "create-validation" agent skill from https://github.com/ghbalf/freecad-ai/tree/master/skills/create-validation into .opencode/skills/create-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "create-validation", 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.
create-validationGenerate a draft VALIDATION.md for a skill by analyzing its SKILL.md construction steps
Create Validation is an agent skill from ghbalf/freecad-ai. Generate a draft VALIDATION.md for a skill by analyzing its SKILL.md construction steps
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: AI-powered assistant workbench for FreeCAD — generate 3D models from natural language.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 5ef1e2d. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Create Validation loads about 1.2k tokens when it runs. Until then it costs about 26 tokens; SKILL.md has 556 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.
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); files beside SKILL.md are not scanned.
The full file from ghbalf/freecad-ai at commit 5ef1e2d, republished under its LGPL-2.1 licence (© ghbalf). 556 words, ~1,249 tokens.
.claude/skills/create-validation/SKILL.md (or your agent's skills folder).Generate a draft VALIDATION.md file for a skill by analyzing its SKILL.md.
This skill generates a DRAFT, not a finished product. The generated VALIDATION.md will likely contain errors, especially in volume formulas. You MUST:
--validate — run the skill with known-good parameters and --validate to see if the checks pass on correct geometry.when block covers the right checks.Common errors in generated VALIDATION.md:
/create-validation skill-nameWhere skill-name is the name of an existing skill (e.g., enclosure, gear).
Read the specified skill's SKILL.md using execute_code:
import os
skills_dirs = [
os.path.expanduser("~/.config/FreeCAD/FreeCADAI/skills"),
]
# Also check built-in skills
builtin = os.path.join(os.path.dirname(os.path.dirname(os.path.abspath(__file__))), "skills") if '__file__' in dir() else ""Or use get_document_state context to find the skill path.
Analyze the SKILL.md to extract:
create_body instructions. Note their labels.Generate VALIDATION.md with this structure:
# Validation Rules
## Parameters
(one line per parameter: name: type = default)
## Checks
### Body count
- total_bodies: N
### BodyLabel
- exists: true
- bbox: X_expr, Y_expr, Z_expr (tolerance 0.5)
- volume: formula (tolerance 5%)
- solid_count: 1
- valid_solid: true
#### when variant_param == "value"
- (variant-specific checks)Write the file to the skill directory as VALIDATION.md.
IMPORTANT: After writing, display this message to the user:
Draft VALIDATION.md created. This is a starting point, NOT a finished file.
You must verify:
- All volume formulas — calculate expected values by hand for at least one set of dimensions
- Body labels match what FreeCAD actually creates (use
get_document_stateafter running the skill)- Conditional
whenblocks cover all variants- Tolerances are appropriate (0.5mm bbox, 5% volume are defaults)
Test it: Run
/skill-name args --validateto check against actual geometry.Fix it: Edit the VALIDATION.md directly if checks fail on correct geometry.
L*W*H - (L-2*T)*(W-2*T)*(H-T)+ N * pi * R**2 * post_height- N * pi * R**2 * depthL * W * Tpi constant, not 3.14159 (the expression evaluator supports pi)** for power, not ^ (the evaluator uses Python's ast module)| Check | Value format | When to use |
|---|---|---|
exists: true | — | Always, for each body |
bbox: X, Y, Z (tolerance 0.5) | Expressions, absolute mm | Always, for each body |
volume: expr (tolerance 5%) | Expression, relative % | When geometry has calculable volume |
solid_count: N | Integer | Always (usually 1 per body) |
valid_solid: true | — | Always, for each body |
total_bodies: N | Integer | Once, at document level |
has_holes: N | Integer | When through-all pockets expected |
has_feature: "Name" | String | When specific named features expected |
min_children: N | Integer | When minimum feature count matters |
| Type | Default syntax | Example |
|---|---|---|
float | = 2.5 | T: float = 2 |
int | = 4 | count: int = 4 |
str | = value | lid_type: str = screw |
bool | = false | add_vents: bool = false |
© ghbalf, LGPL-2.1. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/create-validation of ghbalf/freecad-ai.
Open the folder on GitHubat commit 5ef1e2d
Create Validation 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 |
|---|---|---|---|---|---|---|
| Create Validation this skillghbalf/freecad-ai | 548 | — | ~1.2k | Automated safety check: Pass | LGPL-2.1 | |
| Agent Code Analyzerruvnet/ruflo | 74k | 3 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Agent Pagerank Analyzerruvnet/ruflo | 74k | 3 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Agent Performance Analyzerruvnet/ruflo | 74k | 2 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Diff Analyzeruvnet/ruflo | 74k | — | ~450 | Automated safety check: Notes | MIT | |
| Agent Analyze Code Qualityruvnet/ruflo | 74k | 2 repos | ~1.2k | Automated safety check: Pass | MIT |
ruvnet/ruflo
Agent skill for code-analyzer - invoke with $agent-code-analyzer
ruvnet/ruflo
Agent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer
ruvnet/ruflo
Agent skill for performance-analyzer - invoke with $agent-performance-analyzer
ruvnet/ruflo
Analyze git diffs for risk scoring, reviewer recommendations, and change classification.
ruvnet/ruflo
Agent skill for analyze-code-quality - invoke with $agent-analyze-code-quality
github/awesome-copilot
Build, review, debug, package, and test Roslyn diagnostic analyzers, code fix providers, and incremental source generators.
ghbalf/freecad-ai
Create new FreeCAD AI skills, modify existing skills, and iteratively improve them.
ghbalf/freecad-ai
Generate a parametric electronics enclosure with a base and lid.
ghbalf/freecad-ai
Create standard fastener holes: clearance, counterbore, or countersink.
ghbalf/freecad-ai
Create an involute spur gear using FreeCAD's Part module. An agent skill from ghbalf/freecad-ai.
ghbalf/freecad-ai
Generate a 3D lattice or infill pattern inside a bounding region.
ghbalf/freecad-ai
Extract 2D geometry from an attached image and create a FreeCAD sketch from it.
Generate a draft VALIDATION.md for a skill by analyzing its SKILL.md construction steps. Create Validation is an agent skill from ghbalf/freecad-ai.
Run `npx skills add ghbalf/freecad-ai --skill create-validation -a claude-code`. Or copy the skill folder (skills/create-validation in ghbalf/freecad-ai) into .claude/skills/create-validation in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ghbalf/freecad-ai --skill create-validation -a codex`. Or copy the skill folder (skills/create-validation in ghbalf/freecad-ai) into .agents/skills/create-validation in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ghbalf/freecad-ai --skill create-validation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/create-validation, .gemini/skills/create-validation, .github/skills/create-validation and .opencode/skills/create-validation in your project.
SKILL.md names no scripts, command-line tools or credentials: Create Validation is instructions for the agent only. Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
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. Review the folder before installing.
Create Validation is published under the LGPL-2.1 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Create Validation: Agent Code Analyzer (ruvnet/ruflo, 74k stars), Agent Pagerank Analyzer (ruvnet/ruflo, 74k stars), Agent Performance Analyzer (ruvnet/ruflo, 74k stars) and Diff Analyze (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ghbalf (a GitHub user) maintains it in ghbalf/freecad-ai, which has 548 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 3, 2026.
Source: ghbalf/freecad-ai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.