Fla Ascend Performance
fla-org/flash-linear-attention
Guidelines for Ascend NPU kernel / Triton-Ascend backend performance work in the FLA repo.
Scaffold and validate new toolkit skills with the standard file layout, metadata, output contract, and orchestrator registration checklist.
Install Orchestrator Plugin SDK
$ npx skills add ptn1411/skill --skill orchestrator-plugin-sdk -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ptn1411/skill orchestrator-plugin-sdk --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/ptn1411/skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/orchestrator-plugin-sdk .claude/skills/orchestrator-plugin-sdk && 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 "orchestrator-plugin-sdk" agent skill from https://github.com/ptn1411/skill/tree/main/orchestrator-plugin-sdk into .claude/skills/orchestrator-plugin-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrator-plugin-sdk", 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/ptn1411/skill/tree/main/orchestrator-plugin-sdkType 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 ptn1411/skill --skill orchestrator-plugin-sdk -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ptn1411/skill orchestrator-plugin-sdk --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ptn1411/skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/orchestrator-plugin-sdk .agents/skills/orchestrator-plugin-sdk && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "orchestrator-plugin-sdk" agent skill from https://github.com/ptn1411/skill/tree/main/orchestrator-plugin-sdk into .agents/skills/orchestrator-plugin-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrator-plugin-sdk", 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 ptn1411/skill --skill orchestrator-plugin-sdk -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ptn1411/skill orchestrator-plugin-sdk --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ptn1411/skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/orchestrator-plugin-sdk .cursor/skills/orchestrator-plugin-sdk && 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 "orchestrator-plugin-sdk" agent skill from https://github.com/ptn1411/skill/tree/main/orchestrator-plugin-sdk into .cursor/skills/orchestrator-plugin-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrator-plugin-sdk", 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/ptn1411/skill.git --path orchestrator-plugin-sdk--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 ptn1411/skill --skill orchestrator-plugin-sdk -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ptn1411/skill orchestrator-plugin-sdk --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ptn1411/skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/orchestrator-plugin-sdk .gemini/skills/orchestrator-plugin-sdk && 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 "orchestrator-plugin-sdk" agent skill from https://github.com/ptn1411/skill/tree/main/orchestrator-plugin-sdk into .gemini/skills/orchestrator-plugin-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrator-plugin-sdk", 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 ptn1411/skill orchestrator-plugin-sdkInstalls 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 ptn1411/skill --skill orchestrator-plugin-sdk -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ptn1411/skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/orchestrator-plugin-sdk .github/skills/orchestrator-plugin-sdk && 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 "orchestrator-plugin-sdk" agent skill from https://github.com/ptn1411/skill/tree/main/orchestrator-plugin-sdk into .github/skills/orchestrator-plugin-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrator-plugin-sdk", 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 ptn1411/skill --skill orchestrator-plugin-sdk -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ptn1411/skill orchestrator-plugin-sdk --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ptn1411/skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/orchestrator-plugin-sdk .opencode/skills/orchestrator-plugin-sdk && 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 "orchestrator-plugin-sdk" agent skill from https://github.com/ptn1411/skill/tree/main/orchestrator-plugin-sdk into .opencode/skills/orchestrator-plugin-sdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orchestrator-plugin-sdk", 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
orchestrator-plugin-sdk- GitHub stars
- 219
- Token cost
- ~272 tokens
- SKILL.md length
- 114 words
- Files
- 8 (incl. scripts, references)
- Skills in repo
- 22
- Repo updated
- First seen
- Licence
- None found
At a glance
Scaffold and validate new toolkit skills with the standard file layout, metadata, output contract, and orchestrator registration checklist.
- Works in 4 steps: Scaffold a skill with python… → Implement scripts and tests inside the… → Validate the contract with python… → …
- Security work in your project
- SKILL.md covers Purpose, Workflow, Outputs and Anti-Patterns
- Runs Python scripts from its folder; calls python
What it does
Orchestrator Plugin SDK is an agent skill from ptn1411/skill. Scaffold and validate new toolkit skills with the standard file layout, metadata, output contract, and orchestrator registration checklist.
Its SKILL.md is about 270 tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and reference files (for example `agents/codex.yaml`, `agents/gemini.yaml` and `agents/openai.yaml`).
It sits in Security. The repository describes itself as: Bộ công cụ và tập hợp skill hỗ trợ phân tích phần mềm, khôi phục cấu trúc nguồn ở mức cần thiết, rà soát bảo mật, kiểm tra phụ thuộc và xây dựng kế hoạch khắc phục cho các hệ…
When your agent uses it
- Security work in your project
Example prompts
- “/orchestrator-plugin-sdk”
Requirements
- Python 3
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Scaffold a skill with python orchestrator-plugin-sdk/scripts/scaffold_skill.py --description "".
- Implement scripts and tests inside the generated directories.
- Validate the contract with python orchestrator-plugin-sdk/scripts/validate_skill_contract.py .
- Register the skill in scripts/orchestrate.py only after its CLI and tests are stable.
What it can do on your machine
Read from SKILL.md and the folder at commit ce2b65e. 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 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
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
Orchestrator Plugin SDK loads about 272 tokens when it runs, and up to ~563 if it reads all its reference files. Until then it costs about 41 tokens; SKILL.md has 114 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 114 words (~272 tokens).
“Use this skill when adding a new local skill to the toolkit or validating that an existing skill can be chained from the master orchestrator.”
- name
- orchestrator-plugin-sdk
Files
SKILL.md and 7 other files (scripts, references) in orchestrator-plugin-sdk of ptn1411/skill.
- SKILL.md
- agents/codex.yaml
- agents/gemini.yaml
- agents/openai.yaml
- references/skill_contract.md
- scripts/scaffold_skill.py
- scripts/validate_skill_contract.py
- tests/test_orchestrator_plugin_sdk.py
Open the folder on GitHubat commit ce2b65e
Compare with similar skills
Orchestrator Plugin SDK 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 |
|---|---|---|---|---|---|---|
| Orchestrator Plugin SDK this skillptn1411/skill | 219 | — | ~272 | Automated safety check: Pass | None | |
| Fla Ascend Performancefla-org/flash-linear-attention | 5.8k | — | ~6.3k | Automated safety check: Pass | MIT | |
| Deepsec Documentation Guidevercel-labs/deepsec | 8.1k | — | ~956 | Automated safety check: Pass | Apache-2.0 | |
| Skill Scannergetsentry/skills | 1k | 4 repos | ~2.5k | Automated safety check: Warn | Apache-2.0 | |
| Serenity Aleabitoreddityan-labs/serenity-aleabitoreddit | 480 | 1 repos | ~3.3k | Automated safety check: Pass | None | |
| Security Alert Triageelastic/agent-skills | 592 | 1 repos | ~3.5k | Automated safety check: Notes | Apache-2.0 |
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vercel-labs/deepsec
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Skill Scanner
getsentry/skills
Scan agent skills for security issues. An agent skill from getsentry/skills.
Serenity Aleabitoreddit
yan-labs/serenity-aleabitoreddit
Apply trader Serenity's (@aleabitoreddit) AI/semiconductor supply-chain analytical lens to US-stock ideas and market judgment.
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Security Alert Triage
elastic/agent-skills
Triage Elastic Security alerts — gather context, classify threats, create cases, and acknowledge.
Shiro Attack CLI
SummerSec/ShiroAttack2
当用户要求利用、检测或测试 Apache Shiro rememberMe 反序列化漏洞 (Shiro-550, CVE-2016-4437) 时使用。触发词包括 "Shiro"、"rememberMe"、"shiro attack"、"CVE-2016-4437"、"Shiro-550"、"爆破 Shiro key"、"利用 Shiro"、"Shiro…
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Related
Categories
Questions about Orchestrator Plugin SDK
What does Orchestrator Plugin SDK do?
Scaffold and validate new toolkit skills with the standard file layout, metadata, output contract, and orchestrator registration checklist. Orchestrator Plugin SDK is an agent skill from ptn1411/skill. Scaffold and validate new toolkit skills with the standard file layout, metadata, output contract, and orchestrator registration checklist.
When should I use Orchestrator Plugin SDK?
Orchestrator Plugin SDK fits situations like: security work in your project.
How do I install Orchestrator Plugin SDK in Claude Code?
Run `npx skills add ptn1411/skill --skill orchestrator-plugin-sdk -a claude-code`. Or copy the skill folder (orchestrator-plugin-sdk in ptn1411/skill) into .claude/skills/orchestrator-plugin-sdk in your project. Claude Code loads it when a task matches its description.
How do I install Orchestrator Plugin SDK in Codex?
Run `npx skills add ptn1411/skill --skill orchestrator-plugin-sdk -a codex`. Or copy the skill folder (orchestrator-plugin-sdk in ptn1411/skill) into .agents/skills/orchestrator-plugin-sdk in your project. Codex loads it when a task matches its description.
Can I use Orchestrator Plugin SDK 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 ptn1411/skill --skill orchestrator-plugin-sdk -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/orchestrator-plugin-sdk, .gemini/skills/orchestrator-plugin-sdk, .github/skills/orchestrator-plugin-sdk and .opencode/skills/orchestrator-plugin-sdk in your project.
What does Orchestrator Plugin SDK need to run?
Going by SKILL.md and its folder, Orchestrator Plugin SDK needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Orchestrator Plugin SDK 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 Orchestrator Plugin SDK 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 Orchestrator Plugin SDK use?
No licence was found for Orchestrator Plugin SDK or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Orchestrator Plugin SDK use?
About 272 tokens (SKILL.md is roughly 1.1k 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 291 tokens, read only when the agent opens those files.
What are the alternatives to Orchestrator Plugin SDK?
Skills that share tags, products or a category with Orchestrator Plugin SDK: Fla Ascend Performance (fla-org/flash-linear-attention, 5.8k stars), Deepsec Documentation Guide (vercel-labs/deepsec, 8.1k stars), Skill Scanner (getsentry/skills, 1k stars) and Serenity Aleabitoreddit (yan-labs/serenity-aleabitoreddit, 480 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Orchestrator Plugin SDK?
ptn1411 (a GitHub user) maintains it in ptn1411/skill, which has 219 GitHub stars. The repository holds 22 skills in this directory. The repository was last updated on September 22, 2026.
Source: ptn1411/skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.