MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Agent skill
Optimize Agent Capabilities
by duoduoler-ops in duoduoler-ops/Table-GitHub-Capability-Router
Read-only audit of Skill, Plugin, MCP, hook, and rules visibility across coding-agent clients.
MITAuto-check passed
Install Optimize Agent Capabilities
$ npx skills add duoduoler-ops/Table-GitHub-Capability-Router --skill optimize-agent-capabilities -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install duoduoler-ops/Table-GitHub-Capability-Router optimize-agent-capabilities --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/duoduoler-ops/Table-GitHub-Capability-Router.git skills-src && mkdir -p .claude/skills && cp -r skills-src/integrations/optimize-agent-capabilities .claude/skills/optimize-agent-capabilities && 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 "optimize-agent-capabilities" agent skill from https://github.com/duoduoler-ops/Table-GitHub-Capability-Router/tree/main/integrations/optimize-agent-capabilities into .claude/skills/optimize-agent-capabilities/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "optimize-agent-capabilities", 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/duoduoler-ops/Table-GitHub-Capability-Router/tree/main/integrations/optimize-agent-capabilitiesType 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 duoduoler-ops/Table-GitHub-Capability-Router --skill optimize-agent-capabilities -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install duoduoler-ops/Table-GitHub-Capability-Router optimize-agent-capabilities --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/duoduoler-ops/Table-GitHub-Capability-Router.git skills-src && mkdir -p .agents/skills && cp -r skills-src/integrations/optimize-agent-capabilities .agents/skills/optimize-agent-capabilities && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "optimize-agent-capabilities" agent skill from https://github.com/duoduoler-ops/Table-GitHub-Capability-Router/tree/main/integrations/optimize-agent-capabilities into .agents/skills/optimize-agent-capabilities/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "optimize-agent-capabilities", 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 duoduoler-ops/Table-GitHub-Capability-Router --skill optimize-agent-capabilities -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install duoduoler-ops/Table-GitHub-Capability-Router optimize-agent-capabilities --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/duoduoler-ops/Table-GitHub-Capability-Router.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/integrations/optimize-agent-capabilities .cursor/skills/optimize-agent-capabilities && 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 "optimize-agent-capabilities" agent skill from https://github.com/duoduoler-ops/Table-GitHub-Capability-Router/tree/main/integrations/optimize-agent-capabilities into .cursor/skills/optimize-agent-capabilities/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "optimize-agent-capabilities", 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/duoduoler-ops/Table-GitHub-Capability-Router.git --path integrations/optimize-agent-capabilities--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 duoduoler-ops/Table-GitHub-Capability-Router --skill optimize-agent-capabilities -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install duoduoler-ops/Table-GitHub-Capability-Router optimize-agent-capabilities --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/duoduoler-ops/Table-GitHub-Capability-Router.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/integrations/optimize-agent-capabilities .gemini/skills/optimize-agent-capabilities && 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 "optimize-agent-capabilities" agent skill from https://github.com/duoduoler-ops/Table-GitHub-Capability-Router/tree/main/integrations/optimize-agent-capabilities into .gemini/skills/optimize-agent-capabilities/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "optimize-agent-capabilities", 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 duoduoler-ops/Table-GitHub-Capability-Router optimize-agent-capabilitiesInstalls 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 duoduoler-ops/Table-GitHub-Capability-Router --skill optimize-agent-capabilities -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/duoduoler-ops/Table-GitHub-Capability-Router.git skills-src && mkdir -p .github/skills && cp -r skills-src/integrations/optimize-agent-capabilities .github/skills/optimize-agent-capabilities && 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 "optimize-agent-capabilities" agent skill from https://github.com/duoduoler-ops/Table-GitHub-Capability-Router/tree/main/integrations/optimize-agent-capabilities into .github/skills/optimize-agent-capabilities/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "optimize-agent-capabilities", 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 duoduoler-ops/Table-GitHub-Capability-Router --skill optimize-agent-capabilities -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install duoduoler-ops/Table-GitHub-Capability-Router optimize-agent-capabilities --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/duoduoler-ops/Table-GitHub-Capability-Router.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/integrations/optimize-agent-capabilities .opencode/skills/optimize-agent-capabilities && 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 "optimize-agent-capabilities" agent skill from https://github.com/duoduoler-ops/Table-GitHub-Capability-Router/tree/main/integrations/optimize-agent-capabilities into .opencode/skills/optimize-agent-capabilities/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "optimize-agent-capabilities", 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
optimize-agent-capabilities- GitHub stars
- 167
- Token cost
- ~424 tokens
- SKILL.md length
- 179 words
- Files
- 10 (incl. scripts, references)
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- MIT
At a glance
Read-only audit of Skill, Plugin, MCP, hook, and rules visibility across coding-agent clients.
- Works in 5 steps: Run the read-only inventory → Read only the matching profile in… → Classify every detected client → …
- The user requests capability inventory
- SKILL.md covers Workflow, Safety and Extending Clients
- Runs JavaScript scripts from its folder; calls node
What it does
Optimize Agent Capabilities is an agent skill from duoduoler-ops/Table-GitHub-Capability-Router. Read-only audit of Skill, Plugin, MCP, hook, and rules visibility across coding-agent clients. Use when the user requests capability inventory, routing analysis, or a repeat audit after client or extension updates. Never change files or client configuration.
Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. The skill folder holds 14 other files, including scripts and reference files (for example `agents/openai.yaml`, `profiles/claude-code.json` and `profiles/codex.json`).
It works with Model Context Protocol. The repository describes itself as: GitHub intake + capability routing for Obsidian/Codex/Claude Code｜GitHub项目自动入库 + Agent能力冷库与调用路由. The licence is MIT.
When your agent uses it
- The user requests capability inventory
- Routing analysis
- A repeat audit after client
- Extension updates
Example prompts
- “/optimize-agent-capabilities”
Requirements
- Node.js
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Run the read-only inventory
- Read only the matching profile in profiles/.
- Classify every detected client
- Compare findings with the shared L0-L4 model and propose the smallest useful routing plan.
- Report detected roots, counts, support boundaries, unsupported assumptions, and next steps.
What it can do on your machine
Read from SKILL.md and the folder at commit a57160b. 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/ (JavaScript), which the agent can run.
Shell commands in SKILL.md call:
node
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
Optimize Agent Capabilities loads about 424 tokens when it runs, and up to ~783 if it reads all its reference files. Until then it costs about 72 tokens; SKILL.md has 179 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
The full file from duoduoler-ops/Table-GitHub-Capability-Router at commit a57160b, republished under its MIT licence (© duoduoler-ops). 179 words, ~424 tokens.
Download SKILL.mdSave it as
.claude/skills/optimize-agent-capabilities/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.- name
- optimize-agent-capabilities
- description
- Read-only audit of Skill, Plugin, MCP, hook, and rules visibility across coding-agent clients. Use when the user requests capability inventory, routing analysis, or a repeat audit after client or extension updates. Never change files or client configuration.
Optimize Agent Capabilities
Treat the repository's L0-L4 documents and templates as the source of truth. This Skill is an optional execution entry, not a second routing specification.
Workflow
Run the read-only inventory:
bash node <skill-dir>/scripts/audit.mjs --jsonRead only the matching profile in
profiles/.Classify every detected client:
audit-only: report findings and a client-specific plan; do not edit client configuration.unknown: use the generic profile and do not infer configuration keys or paths.
Compare findings with the shared L0-L4 model and propose the smallest useful routing plan.
Report detected roots, counts, support boundaries, unsupported assumptions, and next steps.
Safety
- This integration is read-only. Do not install, uninstall, enable, disable, or rewrite anything.
- Do not edit extension caches directly.
- Do not claim support from format similarity alone; client discovery and invocation controls differ.
- Preserve explicit invocation wherever the client supports it.
- Unknown clients receive a plan, not guessed mutations.
Extending Clients
Add a profile first. A future PR may propose a write-capable adapter only when all five operations
are deterministic and tested: detect, inventory, plan, apply, and verify. See
references/client-adapters.md.
© duoduoler-ops, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 9 other files (scripts, references) in integrations/optimize-agent-capabilities of duoduoler-ops/Table-GitHub-Capability-Router.
- SKILL.md
- agents/openai.yaml
- profiles/claude-code.json
- profiles/codex.json
- profiles/generic-agent.json
- profiles/grok-build.json
- profiles/kimi-code.json
- references/client-adapters.md
- scripts/audit.mjs
- tests/audit.test.mjs
Open the folder on GitHubat commit a57160b
Compare with similar skills
Optimize Agent Capabilities 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 |
|---|---|---|---|---|---|---|
| Optimize Agent Capabilities this skillduoduoler-ops/Table-GitHub-Capability-Router | 167 | — | ~424 | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Figma use_figma Plugin API Ruleswarpdotdev/warp | 65k | 4 repos | ~4.4k | Automated safety check: Pass | AGPL-3.0 | |
| Stitch to Remotion Walkthrough Videosgoogle-labs-code/stitch-skills | 8.5k | 6 repos | ~3.2k | Automated safety check: Notes | Apache-2.0 |
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Works with
Questions about Optimize Agent Capabilities
What does Optimize Agent Capabilities do?
Read-only audit of Skill, Plugin, MCP, hook, and rules visibility across coding-agent clients. Optimize Agent Capabilities is an agent skill from duoduoler-ops/Table-GitHub-Capability-Router. Read-only audit of Skill, Plugin, MCP, hook, and rules visibility across coding-agent clients.
When should I use Optimize Agent Capabilities?
Optimize Agent Capabilities fits situations like: the user requests capability inventory; routing analysis; A repeat audit after client; extension updates.
How do I install Optimize Agent Capabilities in Claude Code?
Run `npx skills add duoduoler-ops/Table-GitHub-Capability-Router --skill optimize-agent-capabilities -a claude-code`. Or copy the skill folder (integrations/optimize-agent-capabilities in duoduoler-ops/Table-GitHub-Capability-Router) into .claude/skills/optimize-agent-capabilities in your project. Claude Code loads it when a task matches its description.
How do I install Optimize Agent Capabilities in Codex?
Run `npx skills add duoduoler-ops/Table-GitHub-Capability-Router --skill optimize-agent-capabilities -a codex`. Or copy the skill folder (integrations/optimize-agent-capabilities in duoduoler-ops/Table-GitHub-Capability-Router) into .agents/skills/optimize-agent-capabilities in your project. Codex loads it when a task matches its description.
Can I use Optimize Agent Capabilities 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 duoduoler-ops/Table-GitHub-Capability-Router --skill optimize-agent-capabilities -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/optimize-agent-capabilities, .gemini/skills/optimize-agent-capabilities, .github/skills/optimize-agent-capabilities and .opencode/skills/optimize-agent-capabilities in your project.
What does Optimize Agent Capabilities need to run?
Going by SKILL.md and its folder, Optimize Agent Capabilities needs JavaScript for the scripts in its folder and the command-line tools its instructions call (node). Our summary lists: Node.js.
Does Optimize Agent Capabilities 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 Optimize Agent Capabilities 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 Optimize Agent Capabilities use?
Optimize Agent Capabilities is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Optimize Agent Capabilities use?
About 424 tokens (SKILL.md is roughly 1.7k 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 359 tokens, read only when the agent opens those files.
What are the alternatives to Optimize Agent Capabilities?
Skills that share tags, products or a category with Optimize Agent Capabilities: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Optimize Agent Capabilities?
duoduoler-ops (a GitHub user) maintains it in duoduoler-ops/Table-GitHub-Capability-Router, which has 167 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on September 28, 2026.
Source: duoduoler-ops/Table-GitHub-Capability-Router on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.