Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add duoduoler-ops/Table-GitHub-Capability-Router --skill optimize-agent-capabilitiesgit clone --depth 1 https://github.com/duoduoler-ops/Table-GitHub-Capability-RouterWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/duoduoler-ops/table-github-capability-router/optimize-agent-capabilities)<a href="https://agentmods.dev/skills/duoduoler-ops/table-github-capability-router/optimize-agent-capabilities"><img src="https://agentmods.dev/badge/skills/duoduoler-ops/table-github-capability-router/optimize-agent-capabilities/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/duoduoler-ops/table-github-capability-router/optimize-agent-capabilities"><img src="https://agentmods.dev/badge/skills/duoduoler-ops/table-github-capability-router/optimize-agent-capabilities.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00054 | $0.00357 |
| Opus 5.5 | $0.00022 | $0.00143 |
| Sonnet 5.5 | $0.00011 | $0.00071 |
| Haiku 4.5 | $0.00005 | $0.00036 |
Grade A, and why
optimize-agent-capabilities scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
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:
node <skill-dir>/scripts/audit.mjs --json -
Read 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.
What ships with it
9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 42 lines · 54 tokens per session scan A e41c37959176
optimize-agent-capabilities is a skill published in the GitHub repository duoduoler-ops/Table-GitHub-Capability-Router (181 stars, last pushed 1mo ago), licensed MIT. It adds 54 tokens to every session and 357 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
optimize-agent-capabilities compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| optimize-agent-capabilitiesduoduoler-ops/Table-GitHub-Capability-Router | Skill | 181 | 1mo ago | MIT | A | 54 | Codex |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 103 | Claude Code |