Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add Felpix-Studios/social-science-research/plugin install social-science-researchWrote 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/felpix-studios/social-science-research/proofread)<a href="https://agentmods.dev/skills/felpix-studios/social-science-research/proofread"><img src="https://agentmods.dev/badge/skills/felpix-studios/social-science-research/proofread/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/felpix-studios/social-science-research/proofread"><img src="https://agentmods.dev/badge/skills/felpix-studios/social-science-research/proofread.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 | $0.00041 | $0.00581 |
| Opus 5 | $0.00020 | $0.00291 |
| Sonnet 5 | $0.00008 | $0.00116 |
| Haiku 4.5 | $0.00004 | $0.00058 |
Grade A, and why
proofread 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 9d 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
Proofread Academic Writing
Run the mandatory proofreading protocol on papers or manuscripts. Produces a report of all issues WITHOUT editing any source files.
Steps
-
Identify files to review:
- If
$ARGUMENTSis a specific filename: review that file only - If
$ARGUMENTSisall: review all files inmanuscripts/andQuarto/(if it exists) - If
$ARGUMENTSis a file inmanuscripts/: treat as manuscript (not slides) - If
$ARGUMENTSis empty or ambiguous and multiple files exist, use AskUserQuestion:- header: "Files"
- question: "Which files should I proofread?"
- multiSelect: true
- options: list up to 4 found files (label: filename, description: directory and file type). User can select multiple or choose "Other" to specify a path.
- If
-
For each file, launch the
proofreaderagent (via Task). It checks grammar, typos, layout issues, consistency, and academic quality — the agent definition owns the full category specifications, so do not restate them here. -
Produce a detailed report for each file listing every finding with:
- Location (line number or section heading)
- Current text (what's wrong)
- Proposed fix (what it should be)
- Category and severity
-
Save each report to
quality_reports/:- For
.texslide files:quality_reports/FILENAME_report.md - For
.qmdslide files:quality_reports/FILENAME_qmd_report.md - For manuscript files:
quality_reports/FILENAME_proofread.md
- For
-
IMPORTANT: Do NOT edit any source files. Read
${CLAUDE_PLUGIN_ROOT}/skills/proofread/references/proofreading-protocol.md. Only produce the report. Fixes are applied separately after user review. -
Present summary to the user:
- Total issues found per file
- Breakdown by category
- Most critical issues highlighted
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.
- 9d ago First seen · 45 lines · 41 tokens per session scan A 5f63da7bd6f6
proofread is a skill published in the GitHub repository Felpix-Studios/social-science-research (8 stars, last pushed 2mo ago), licensed MIT. It adds 41 tokens to every session and 581 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 2026-08-31.
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