Trigger.dev Configuration
papermark/papermark
Configures Trigger.dev projects through trigger.config.ts, with build extensions for Prisma, Playwright, Puppeteer, FFmpeg, Python and system packages.
Agent skill
Simulation Orchestrator
by FreedomIntelligence in FreedomIntelligence/OpenClaw-Medical-Skills
Orchestrate multi-simulation campaigns including parameter sweeps, batch jobs, and result aggregation.
Install Simulation Orchestrator
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-orchestrator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills simulation-orchestrator --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-orchestrator .claude/skills/simulation-orchestrator && 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-orchestrator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-orchestrator into .claude/skills/simulation-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-orchestrator", 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-orchestratorType 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-orchestrator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills simulation-orchestrator --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-orchestrator .agents/skills/simulation-orchestrator && 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-orchestrator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-orchestrator into .agents/skills/simulation-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-orchestrator", 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-orchestrator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills simulation-orchestrator --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-orchestrator .cursor/skills/simulation-orchestrator && 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-orchestrator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-orchestrator into .cursor/skills/simulation-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-orchestrator", 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-orchestrator--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-orchestrator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills simulation-orchestrator --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-orchestrator .gemini/skills/simulation-orchestrator && 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-orchestrator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-orchestrator into .gemini/skills/simulation-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-orchestrator", 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-orchestratorInstalls 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-orchestrator -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-orchestrator .github/skills/simulation-orchestrator && 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-orchestrator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-orchestrator into .github/skills/simulation-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-orchestrator", 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-orchestrator -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-orchestrator --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-orchestrator .opencode/skills/simulation-orchestrator && 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-orchestrator" agent skill from https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/simulation-orchestrator into .opencode/skills/simulation-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "simulation-orchestrator", 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-orchestrator- GitHub stars
- 3.1k
- Used in
- 1 other repo
- Token cost
- ~1.9k tokens
- SKILL.md length
- 482 words
- Files
- 8 (incl. scripts, references)
- Skills in repo
- 173
- Repo updated
- First seen
- Licence
- None found
At a glance
Orchestrate multi-simulation campaigns including parameter sweeps, batch jobs, and result aggregation.
- Works in 4 steps: Generate Parameter Sweep → Initialize Campaign → Track Job Status → …
- Running parameter studies
- SKILL.md covers Goal, Requirements, Inputs to Gather and Decision Guidance, plus 9 more sections
- Runs Python scripts from its folder; calls python3 and python
What it does
Simulation Orchestrator is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Orchestrate multi-simulation campaigns including parameter sweeps, batch jobs, and result aggregation. Use for running parameter studies, managing simulation batches, tracking job status, combining results from multiple runs, or automating simulation workflows.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `references/aggregation_methods.md`, `references/campaign_patterns.md` and `references/sweep_strategies.md`).
It sits in Backend & APIs, covering Background jobs. It works with Python. The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.
When your agent uses it
- Running parameter studies
- Managing simulation batches
- Tracking job status
- Combining results from multiple runs
Example prompts
- “/simulation-orchestrator”
Requirements
- Python 3
- Pre-approved tools (allowed-tools): Read, Bash, Write, Grep, Glob
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Generate Parameter Sweep
- Initialize Campaign
- Track Job Status
- Aggregate Results
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:
python3python
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 Orchestrator loads about 1.9k tokens when it runs, and up to ~4.7k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 482 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 482 words (~1,870 tokens).
“Provide tools to manage multi-simulation campaigns: generate parameter sweeps, track job execution status, and aggregate results from completed runs.”
- name
- simulation-orchestrator
- allowed-tools
- Read, Bash, Write, Grep, Glob
Files
SKILL.md and 7 other files (scripts, references) in skills/simulation-orchestrator of FreedomIntelligence/OpenClaw-Medical-Skills.
- SKILL.md
- references/aggregation_methods.md
- references/campaign_patterns.md
- references/sweep_strategies.md
- scripts/campaign_manager.py
- scripts/job_tracker.py
- scripts/result_aggregator.py
- scripts/sweep_generator.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 Orchestrator 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 Orchestrator this skillFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~1.9k | Automated safety check: Notes | None | |
| Trigger.dev Configurationpapermark/papermark | 9.2k | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| K8e Sandboxxiaods/k8e | 499 | — | ~6k | Automated safety check: Pass | Apache-2.0 | |
| Temporal Developertemporalio/skill-temporal-developer | 230 | — | ~2.5k | Automated safety check: Pass | MIT | |
| FbaZhongye1/KnowAgenticRAG | 143 | — | ~758 | Automated safety check: Pass | None | |
| Dv Adminmicrosoft/Dataverse-skills | 241 | — | ~5.1k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Simulation Orchestrator
What does Simulation Orchestrator do?
Orchestrate multi-simulation campaigns including parameter sweeps, batch jobs, and result aggregation. Simulation Orchestrator is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Orchestrate multi-simulation campaigns including parameter sweeps, batch jobs, and result aggregation.
When should I use Simulation Orchestrator?
Simulation Orchestrator fits situations like: running parameter studies; managing simulation batches; tracking job status; combining results from multiple runs.
How do I install Simulation Orchestrator in Claude Code?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-orchestrator -a claude-code`. Or copy the skill folder (skills/simulation-orchestrator in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/simulation-orchestrator in your project. Claude Code loads it when a task matches its description.
How do I install Simulation Orchestrator in Codex?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill simulation-orchestrator -a codex`. Or copy the skill folder (skills/simulation-orchestrator in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/simulation-orchestrator in your project. Codex loads it when a task matches its description.
Can I use Simulation Orchestrator 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-orchestrator -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-orchestrator, .gemini/skills/simulation-orchestrator, .github/skills/simulation-orchestrator and .opencode/skills/simulation-orchestrator in your project.
What does Simulation Orchestrator need to run?
Going by SKILL.md and its folder, Simulation Orchestrator needs Python for the scripts in its folder and the command-line tools its instructions call (python3 and python). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Bash, Write, Grep, Glob.
Does Simulation Orchestrator 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 Orchestrator 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 Orchestrator use?
No licence was found for Simulation Orchestrator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Simulation Orchestrator use?
About 1.9k tokens (SKILL.md is roughly 7.5k 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 2.8k tokens, read only when the agent opens those files.
What are the alternatives to Simulation Orchestrator?
Skills that share tags, products or a category with Simulation Orchestrator: Trigger.dev Configuration (papermark/papermark, 9.2k stars), K8e Sandbox (xiaods/k8e, 499 stars), Temporal Developer (temporalio/skill-temporal-developer, 230 stars) and Fba (Zhongye1/KnowAgenticRAG, 143 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Simulation Orchestrator?
FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,051 GitHub stars. The repository holds 173 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.