Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/VoxTechnologies/transmute-frameworknpx agentmods add skills/voxtechnologies/transmute-framework/polishWrote 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/voxtechnologies/transmute-framework/polish)<a href="https://agentmods.dev/skills/voxtechnologies/transmute-framework/polish"><img src="https://agentmods.dev/badge/skills/voxtechnologies/transmute-framework/polish/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/voxtechnologies/transmute-framework/polish"><img src="https://agentmods.dev/badge/skills/voxtechnologies/transmute-framework/polish.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 | $0.00099 | $0.03908 |
| Opus 5.5 | $0.00040 | $0.01563 |
| Sonnet 5.5 | $0.00020 | $0.00782 |
| Haiku 4.5 | $0.00010 | $0.00391 |
Grade A, and why
polish 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 26d 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.
How it starts
The opening of the file, as written. The whole thing — 205 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Stage 6P: Visual Polish & UI Refinement
Why This Stage Exists
After Stage 5 implementation and Stage 6 quality passes, the product is functionally complete but often looks "functional rather than polished." Components work correctly but lack the visual refinement that distinguishes a production product from a prototype — inconsistent spacing, missing hover states, contrast issues, and generic typography. This stage transforms a functionally correct app into a visually distinctive product. It runs AFTER 6R (all mechanical issues fixed) and BEFORE deployment.
Analyze the RUNNING application's visual quality, identify UI issues (visibility, layout, typography, spacing, motion, responsiveness), and automatically refine the frontend to production-grade aesthetic quality. Lead a multi-agent visual polish project (teammates are Agent-tool subagents; see the pipeline agent's Execution Model).
Mutual Exclusivity: This stage (6P) and Stage 6P-R (Frontend Design Elevation) are alternatives — run exactly ONE, not both. If 6P has already been run and you want to switch to 6P-R, revert 6P changes first (git revert the 6P commit). See CLAUDE.md for details.
Relationship to frontend-design skill: If available, the frontend-design skill provides aesthetic guidance and design direction. Polish uses it for enhancement decisions but never replaces the project's existing design system. The lead invokes the skill and saves output; teammates read the saved output -- they do not invoke the skill themselves.
Category System Note: This stage uses DIFFERENT categories than 6V/6R. 6P categories: O (objective defects), E (enhancements), D (design elevation). 6V/6R categories: A/B (agent-fixable), C (human judgment). Do not confuse the two systems when reading 6V/6R reports.
Read the detailed guide at ${CLAUDE_SKILL_DIR}/references/polish-detailed-guide.md for full refinement categories, teammate prompts, design system integration, and report templates.
Prerequisites
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.
- 26d ago Changed · +2 lines 14a1e2df4128
- 1mo ago First seen · 203 lines · 99 tokens per session scan A 55e42cf68b3a
polish is a skill published in the GitHub repository VoxTechnologies/transmute-framework (5 stars, last pushed 15d ago), licensed MIT. It adds 99 tokens to every session and 3,908 once invoked, about $0.0004 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 2026-08-31.
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