Flights
asgeirtj/system_prompts_leaks
Research, book, or manage flights, including check-in. An agent skill from asgeirtj/system_prompts_leaks.
Agent skill
Simulation Validator
by FreedomIntelligence in FreedomIntelligence/OpenClaw-Medical-Skills
Validate simulations before, during, and after execution. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.
No licenceAuto-check: notes
Install Simulation Validator
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-validator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills simulation-validator --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/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/simulation-validator .claude/skills/simulation-validator && 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 "simulation-validator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-validator into .claude/skills/simulation-validator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-validator", 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/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-validatorType 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-validator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills simulation-validator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/simulation-validator .agents/skills/simulation-validator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "simulation-validator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-validator into .agents/skills/simulation-validator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-validator", 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-validator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills simulation-validator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/simulation-validator .cursor/skills/simulation-validator && 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 "simulation-validator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-validator into .cursor/skills/simulation-validator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-validator", 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/FreedomIntelligence/OpenClaw-Medical-Skills.git --path skills/simulation-validator--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 FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-validator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills simulation-validator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/simulation-validator .gemini/skills/simulation-validator && 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 "simulation-validator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-validator into .gemini/skills/simulation-validator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-validator", 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 FreedomIntelligence/OpenClaw-Medical-Skills simulation-validatorInstalls 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-validator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/simulation-validator .github/skills/simulation-validator && 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 "simulation-validator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-validator into .github/skills/simulation-validator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-validator", 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-validator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills simulation-validator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/simulation-validator .opencode/skills/simulation-validator && 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 "simulation-validator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-validator into .opencode/skills/simulation-validator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-validator", 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
simulation-validator- GitHub stars
- 3.1k
- Used in
- 1 other repo
- Token cost
- ~1.6k tokens
- SKILL.md length
- 510 words
- Files
- 7 (incl. scripts, references)
- Skills in repo
- 170
- Repo updated
- First seen
- Licence
- None found
At a glance
Validate simulations before, during, and after execution. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.
- Works in 3 steps: Pre-flight (Before Simulation) → Runtime (During Simulation) → Post-flight (After Simulation)
- Pre-flight checks
- SKILL.md covers Goal, Requirements, Inputs to Gather and Decision Guidance, plus 8 more sections
- Runs Python scripts from its folder; calls python3
What it does
Simulation Validator is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Validate simulations before, during, and after execution. Use for pre-flight checks, runtime monitoring, post-run validation, diagnosing failed simulations, checking convergence, detecting NaN/Inf, or verifying mass/energy conservation.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `references/log_patterns.md`, `references/validation_protocol.md` and `scripts/failure_diagnoser.py`).
The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.
When your agent uses it
- Pre-flight checks
- Runtime monitoring
- Post-run validation
- Diagnosing failed simulations
Example prompts
- “/simulation-validator”
Requirements
- Python 3
- Pre-approved tools (allowed-tools): Read, Bash, Write, Grep, Glob
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- Pre-flight (Before Simulation)
- Runtime (During Simulation)
- Post-flight (After Simulation)
What it can do on your machine
Read from SKILL.md and the folder at commit b1f9b6e. 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:
ReadBashWriteGrepGlob
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 4 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Simulation Validator loads about 1.6k tokens when it runs, and up to ~4.8k if it reads all its reference files. Until then it costs about 64 tokens; SKILL.md has 510 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: Read, Bash, Write, Grep, Glob
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 510 words (~1,610 tokens).
“Provide a three-stage validation protocol: pre-flight checks, runtime monitoring, and post-flight validation for materials simulations.”
- name
- simulation-validator
- allowed-tools
- Read, Bash, Write, Grep, Glob
Files
SKILL.md and 6 other files (scripts, references) in skills/simulation-validator of FreedomIntelligence/OpenClaw-Medical-Skills.
- SKILL.md
- references/log_patterns.md
- references/validation_protocol.md
- scripts/failure_diagnoser.py
- scripts/preflight_checker.py
- scripts/result_validator.py
- scripts/runtime_monitor.py
Open the folder on GitHubat commit b1f9b6e
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in FreedomIntelligence/OpenClaw-Medical-Skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Simulation Validator 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 |
|---|---|---|---|---|---|---|
| Simulation Validator this skillFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~1.6k | Automated safety check: Notes | None | |
| Flightsasgeirtj/system_prompts_leaks | 69k | — | ~2.1k | Automated safety check: Pass | CC0-1.0 | |
| Flightscodewhale-hq/Codewhale | 41k | — | ~258 | Automated safety check: Pass | MIT | |
| Form Validationthedaviddias/Front-End-Checklist | 74k | — | ~633 | Automated safety check: Pass | MIT | |
| Navifare Flight ValidatorLeoYeAI/openclaw-master-skills | 2.2k | — | ~4.7k | Automated safety check: Pass | MIT | |
| Validateagenticnotetaking/arscontexta | 3.5k | — | ~3k | Automated safety check: Pass | MIT |
Similar skills
Flights
codewhale-hq/Codewhale
Track flights and look up status and schedules. An agent skill from codewhale-hq/Codewhale.
Form Validation
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing templates, rendered HTML, or shared components related to Validate forms accessibly.
Navifare Flight Validator
LeoYeAI/openclaw-master-skills
Verify and compare flight prices across multiple booking sites using Navifare.
Validate
agenticnotetaking/arscontexta
Schema validation for notes. An agent skill from agenticnotetaking/arscontexta.
Zod Validation Expert
davila7/claude-code-templates
Expert in Zod — TypeScript-first schema validation. An agent skill from davila7/claude-code-templates.
More from FreedomIntelligence/OpenClaw-Medical-Skills
All 170 skills in this repoDifferentiation Schemes
FreedomIntelligence/OpenClaw-Medical-Skills
Select and apply numerical differentiation schemes for PDE/ODE discretization.
Medical Research Toolkit
FreedomIntelligence/OpenClaw-Medical-Skills
Query 14+ biomedical databases for drug repurposing, target discovery, clinical trials, and literature research.
Mesh Generation
FreedomIntelligence/OpenClaw-Medical-Skills
Plan and evaluate mesh generation for numerical simulations.
Numerical Integration
FreedomIntelligence/OpenClaw-Medical-Skills
Select and configure time integration methods for ODE/PDE simulations.
Ontology Explorer
FreedomIntelligence/OpenClaw-Medical-Skills
Parse, navigate, and query materials science ontology structure (classes, properties, hierarchy).
Ontology Mapper
FreedomIntelligence/OpenClaw-Medical-Skills
Map materials science terms, crystal structures, and sample descriptions to ontology classes and properties.
Questions about Simulation Validator
What does Simulation Validator do?
Validate simulations before, during, and after execution. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Simulation Validator is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Validate simulations before, during, and after execution.
When should I use Simulation Validator?
Simulation Validator fits situations like: pre-flight checks; runtime monitoring; post-run validation; diagnosing failed simulations.
How do I install Simulation Validator in Claude Code?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-validator -a claude-code`. Or copy the skill folder (skills/simulation-validator in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/simulation-validator in your project. Claude Code loads it when a task matches its description.
How do I install Simulation Validator in Codex?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-validator -a codex`. Or copy the skill folder (skills/simulation-validator in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/simulation-validator in your project. Codex loads it when a task matches its description.
Can I use Simulation Validator 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-validator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/simulation-validator, .gemini/skills/simulation-validator, .github/skills/simulation-validator and .opencode/skills/simulation-validator in your project.
What does Simulation Validator need to run?
Going by SKILL.md and its folder, Simulation Validator needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Bash, Write, Grep, Glob.
Does Simulation Validator access the network?
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.
Is Simulation Validator 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 Simulation Validator use?
No licence was found for Simulation Validator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Simulation Validator use?
About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.2k tokens, read only when the agent opens those files.
What are the alternatives to Simulation Validator?
Skills that share tags, products or a category with Simulation Validator: Flights (asgeirtj/system_prompts_leaks, 69k stars), Flights (codewhale-hq/Codewhale, 41k stars), Form Validation (thedaviddias/Front-End-Checklist, 74k stars) and Navifare Flight Validator (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Simulation Validator?
FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,052 GitHub stars. The repository holds 170 skills in this directory. The repository was last updated on July 21, 2026.
Source: FreedomIntelligence/OpenClaw-Medical-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.