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-plugingit 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-plugin)<a href="https://agentmods.dev/skills/orchidautomation/pluxx/pluxx-refine-plugin"><img src="https://agentmods.dev/badge/skills/orchidautomation/pluxx/pluxx-refine-plugin/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-plugin"><img src="https://agentmods.dev/badge/skills/orchidautomation/pluxx/pluxx-refine-plugin.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 | $0.00025 | $0.00448 |
| Opus 5 | $0.00013 | $0.00224 |
| Sonnet 5 | $0.00005 | $0.00090 |
| Haiku 4.5 | $0.00003 | $0.00045 |
Grade A, and why
pluxx-refine-plugin 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 8d 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 Plugin
Use this skill when the first scaffold exists, but it still feels too lexical, too generic, or too weak to ship as a serious plugin source.
This workflow intentionally bundles several internal stages that advanced operators may think of separately:
- context preparation
- taxonomy shaping
- instruction rewriting
- findings-first scaffold review
- host-translation review when that is the real blocker
Workflow
- Identify the real refinement target:
- missing product context
- weak taxonomy
- generic instructions
- host-translation confusion
- broad scaffold quality concerns
- If context is weak, prepare it first:
pluxx agent prepare --website ... --docs ...
- Tighten the scaffold as one coordinated refinement pass instead of several disconnected edits.
- Use the granular workflows only when they materially sharpen the pass:
pluxx-prepare-contextpluxx-refine-taxonomypluxx-rewrite-instructionspluxx-review-scaffold
- Re-run the smallest useful structural checks:
pluxx lintpluxx evalpluxx test
- Return:
- what changed
- what stayed intentionally unchanged
- what still needs proof rather than more copywriting
Rules
- Keep the visible user job simple: “make this plugin feel real,” not “pick one of four adjacent micro-workflows.”
- Group recommendations by user job and host reality, not by file names alone.
- Do not pretend host parity where translation or degradation is the honest answer.
- If the scaffold already reads well, do not churn wording just to look busy.
Output
- Explain the refinement pass in workflow terms, not as a file-by-file changelog.
- Call out the core-four translation story when it matters.
- Make the next step obvious:
- prove it
- sync later
- or publish
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.
- 8d ago First seen · 58 lines · 25 tokens per session scan A b9dbc829b9a3
pluxx-refine-plugin is a skill published in the GitHub repository orchidautomation/pluxx (5 stars, last pushed 3d ago), licensed MIT. It adds 25 tokens to every session and 448 once invoked, about $0.0001 per session on Opus 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.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…