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 ur-grue/autopunk-media-skills --skill copy-editorgit clone --depth 1 https://github.com/ur-grue/autopunk-media-skillsWrote 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/ur-grue/autopunk-media-skills/copy-editor)<a href="https://agentmods.dev/skills/ur-grue/autopunk-media-skills/copy-editor"><img src="https://agentmods.dev/badge/skills/ur-grue/autopunk-media-skills/copy-editor/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/ur-grue/autopunk-media-skills/copy-editor"><img src="https://agentmods.dev/badge/skills/ur-grue/autopunk-media-skills/copy-editor.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 | $0.00046 | $0.01361 |
| Opus 5 | $0.00023 | $0.00681 |
| Sonnet 5 | $0.00009 | $0.00272 |
| Haiku 4.5 | $0.00005 | $0.00136 |
Grade A, and why
copy-editor 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 12d 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 — 85 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Copy Editor
What This Skill Does
Copy-edit a piece of text for clarity, consistency, style, and readability — going beyond proofreading to tighten prose, improve sentence structure, and enforce consistent style throughout, while flagging substantive issues for the author's attention.
When To Use This Skill
- You have already proofread a draft and want a deeper editorial pass before publication
- You need to prepare copy for a specific publication context (news, long-form magazine, web, academic) and want it shaped accordingly
- You are working with content that has multiple authors and needs a consistent voice and style throughout
- You have received feedback that copy is "too wordy", "hard to follow", or "inconsistent in tone" and want targeted improvements
- You are editing translated or adapted copy that has been proofread but still reads unnaturally in English
What You Need To Provide
Required: The text to edit; the publication context (news article, magazine feature, web, academic, broadcast script, newsletter).
Optional: House style guide reference or key style rules (e.g. "AP style", "sentence-case headings only", "no Oxford comma"); target reading level (general public, specialist, executive); specific concerns to address ("too many passive constructions", "inconsistent tense throughout", "paragraph three is unclear").
How the Assistant Approaches This
- Reads the full text for structure, flow, and recurring patterns before touching a word — identifies the main editorial issues (wordiness, tense inconsistency, passive-voice overuse, logical gaps, unclear attribution) rather than fixing sentence by sentence
- Works paragraph by paragraph: tightens wordy constructions, ensures consistent tense and person, removes redundancies, and improves sentence rhythm — without changing the author's meaning or making substantive decisions (what to argue, what to conclude) that belong to the author
- Flags substantive issues — unclear attribution, unsupported claims, logical leaps, missing context — in the editorial note rather than silently rewriting them, because these require author judgment
- Returns the edited text plus a concise editorial note summarising the recurring patterns addressed and any substantive issues that need the author's attention
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.
- 12d ago First seen · 85 lines · 46 tokens per session scan A 9af72377c897
copy-editor is a skill published in the GitHub repository ur-grue/autopunk-media-skills (32 stars, last pushed 12d ago), licensed MIT. It adds 46 tokens to every session and 1,361 once invoked, about $0.0002 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 2026-08-30.
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