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 orchidautomation/pluxx --skill pluxx-refine-taxonomygit clone --depth 1 https://github.com/orchidautomation/pluxxWrote 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/orchidautomation/pluxx/pluxx-refine-taxonomy)<a href="https://agentmods.dev/skills/orchidautomation/pluxx/pluxx-refine-taxonomy"><img src="https://agentmods.dev/badge/skills/orchidautomation/pluxx/pluxx-refine-taxonomy/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/orchidautomation/pluxx/pluxx-refine-taxonomy"><img src="https://agentmods.dev/badge/skills/orchidautomation/pluxx/pluxx-refine-taxonomy.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00019 | $0.00342 |
| Opus 5.5 | $0.00008 | $0.00137 |
| Sonnet 5.5 | $0.00004 | $0.00068 |
| Haiku 4.5 | $0.00002 | $0.00034 |
Grade A, and why
pluxx-refine-taxonomy 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
Pluxx Refine Taxonomy
Use this skill when the initial MCP scaffold is valid but the generated skills are too lexical, too fragmented, or not aligned with the product.
Workflow
- Refresh the agent pack:
pluxx agent prepare- add
--website,--docs, or--contextwhen useful
- Generate the taxonomy prompt pack:
pluxx agent prompt taxonomy
- Prefer runner mode when available:
pluxx agent run taxonomy --runner codexpluxx agent run taxonomy --runner claudepluxx agent run taxonomy --runner opencode
- Keep changes inside:
- the generated block in
INSTRUCTIONS.md - the generated block in each
skills/*/SKILL.md
- the generated block in
- Re-run:
pluxx lintpluxx test
Rules
- Preserve all custom-note blocks.
- Do not rewrite auth wiring or target config while refining taxonomy.
- Favor a small set of product-shaped skills over one skill per tool when the MCP represents real workflows.
- Avoid misleading labels and merge tiny singleton/admin-only skills unless they represent a real standalone workflow.
- Keep setup/onboarding, account-admin, and runtime workflows separated when appropriate.
- If the grouping is already good enough, say so instead of churning files.
Output
- Explain what changed in the taxonomy and why.
- Call out any remaining weak buckets or follow-up work.
What ships with it
1 file 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 · 41 lines · 19 tokens per session scan A 18bb9eb46383
pluxx-refine-taxonomy is a skill published in the GitHub repository orchidautomation/pluxx (5 stars, last pushed 1mo ago), licensed MIT. It adds 19 tokens to every session and 342 once invoked, about $0.0001 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 2026-09-03.
pluxx-refine-taxonomy compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| pluxx-refine-taxonomyorchidautomation/pluxx | Skill | 5 | 1mo ago | MIT | A | 19 | Codex |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | today | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | today | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 314k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |