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 Jerry0022/dotclaude --skill auto-polishgit clone --depth 1 https://github.com/Jerry0022/dotclaudeWrote 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/jerry0022/dotclaude/auto-polish)<a href="https://agentmods.dev/skills/jerry0022/dotclaude/auto-polish"><img src="https://agentmods.dev/badge/skills/jerry0022/dotclaude/auto-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/jerry0022/dotclaude/auto-polish"><img src="https://agentmods.dev/badge/skills/jerry0022/dotclaude/auto-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 | $0.00193 | $0.03138 |
| Opus 5.5 | $0.00077 | $0.01255 |
| Sonnet 5.5 | $0.00039 | $0.00628 |
| Haiku 4.5 | $0.00019 | $0.00314 |
Grade A, and why
auto-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 11d 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 — 231 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Tune Polish — UI Refinement Pass
Refine the UI: consistency, visual polish, state-visuals, and UI-side
functionality — with user approval for structural changes. Scope: $ARGUMENTS.
Invocation Context
Same callers as /auto-harden — the user, /do-run and /do-ship, all
above this skill in the call graph. /auto-agents (layer 5) never calls it;
it is the layer this skill executes through.
- Direct — user asks for it (trigger phrase; the skill is hidden from the slash menu).
- From
/do-run(every run that touched UI files — no longer a question) —--invoked-by=do-run, a full pass scoped to the run's changes, executed through auto-agents (§ Execution); without UI files in scope it self-skips (Step 2). Under "Autonom" do-run adds--autonomous(no prompts; structural changes always flagged, never auto-applied); under "Strikt" it adds--strict. Skip self-spawned qa/redteam when the parent owns those waves. The pre-PR-2 values--invoked-by=agentsand--invoked-by=autonomous(the latter implies--autonomous) are read asdo-run. - From
/do-ship—--invoked-by=shipplus the diff's UI files as scope: the report-only § Rules-only path (ship). /do-ship calls/auto-harden --invoked-by=shipat the same step. - Under strict —
--strict(do-run "Strikt", /do-ship under strict mode, or the[claude-strict contract]in context); on the ship path /do-ship then applies none of the mechanical fixes.
Execution — through auto-agents
The changes of a full pass (Steps 5–10) run through /auto-agents, the
single execution path: Skill("auto-agents", "--from=auto-polish --mode=<m> <change list>")
with --mode=background under --autonomous, else --mode=interactive.
Read its result block (tier, done, open, needs-decision, ship) and
ignore ship — this skill never ships. Inline shortcut: when your own
tier check lands on Inline (one domain, ≤ ~5 files), apply the changes
yourself without loading auto-agents. Read-only helpers (scout scans, qa,
redteam, designer consults) stay direct Agent spawns. The rules-only path
never loads auto-agents.
What ships with it
5 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.
- 11d ago Changed f2d77bc661a9
- 16d ago Changed · -6 lines ea1b967c5ae9
- 23d ago Changed 70473a424d2c
- 1mo ago Changed · -14 lines a1812b387dfe
- 1mo ago Changed e2d6240d9718
- 1mo ago Changed 205d23c56d03
- 1mo ago Changed · -240 lines · +4 tokens per session b6d935b5f26f
- 1mo ago Changed · +2 lines · +6 tokens per session b997e0f7fb69
- 1mo ago First seen · 489 lines · 183 tokens per session scan A 639f2c1191b5
auto-polish is a skill published in the GitHub repository Jerry0022/dotclaude (6 stars, last pushed 11d ago), licensed MIT. It adds 193 tokens to every session and 3,138 once invoked, about $0.0008 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 2026-09-24.
auto-polish compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| auto-polishJerry0022/dotclaude | Skill | 6 | 11d ago | MIT | A | 193 | Claude Code |
| webgl-holographic-foilnexu-io/open-design | Skill | 106k | yesterday | Apache-2.0 | A | 41 | Claude Code, Codex |
| html-ppt-hermes-cyber-terminalnexu-io/open-design | Skill | 106k | yesterday | Apache-2.0 | A | 53 | Claude Code, Codex |
| html-ppt-taste-brutalistnexu-io/open-design | Skill | 106k | yesterday | Apache-2.0 | A | 78 | Claude Code, Codex |
| visual-ralphYeachan-Heo/oh-my-codex | Skill | 34k | 3d ago | MIT | A | 52 | Codex |
| glance-canonical-layoutsandroid/skills | Skill | 10k | yesterday | Apache-2.0 | A | 56 | Claude Code |
| accessibilitymicrosoft/hve-core | Skill | 1.6k | yesterday | MIT | A | 47 | Claude Code |