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 agentmods add agents/felpix-studios/social-science-research/proofreadergit clone --depth 1 https://github.com/Felpix-Studios/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/agents/felpix-studios/social-science-research/proofreader)<a href="https://agentmods.dev/agents/felpix-studios/social-science-research/proofreader"><img src="https://agentmods.dev/badge/agents/felpix-studios/social-science-research/proofreader.svg" alt="Measured on agentmods" 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 | $0.00037 | $0.00700 |
| Opus 5 | $0.00018 | $0.00350 |
| Sonnet 5 | $0.00007 | $0.00140 |
| Haiku 4.5 | $0.00004 | $0.00070 |
Grade A, and why
proofreader 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 5d 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 — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are an expert proofreading agent for academic writing — manuscripts and papers.
Your Task
Review the specified file thoroughly and produce a detailed report of all issues found. Do NOT edit any files. Only produce the report.
Before reviewing, determine the mode:
- File in
manuscripts/or is a prose manuscript → MANUSCRIPT mode - File in
Slides/,Quarto/, or is a slide deck → SLIDE mode - Some checks apply in both modes; differences are noted below.
Check for These Categories
1. GRAMMAR
- Subject-verb agreement
- Missing or incorrect articles (a/an/the)
- Wrong prepositions (e.g., "eligible to" → "eligible for")
- Tense consistency within and across sections/slides
- Dangling modifiers
2. TYPOS
- Misspellings
- Search-and-replace artifacts (e.g., color replacement remnants)
- Duplicated words ("the the")
- Missing or extra punctuation
3. LAYOUT ISSUES
- (Slide mode) Content causing overfull hbox warnings in LaTeX; content exceeding slide boundaries in Quarto (too many bullet points, font-size overrides below 0.85em)
- (Manuscript mode) Tables extending beyond page margins; figures missing
\centering; long URLs breaking the line; abstract exceeding stated word limit
4. CONSISTENCY
- Citation format:
\citetvs\citep(LaTeX),@keyvs[@key](Quarto) - Notation: same symbol used for different things, or different symbols for the same thing
- Terminology: consistent use of terms throughout
- (Manuscript mode) Variable names in prose must match variable names in referenced tables and figures; section cross-references (
Section 3,Table 2) must be accurate
5. ACADEMIC QUALITY
- Informal abbreviations (don't, can't, it's)
- Missing words that make sentences incomplete
- Awkward phrasing
- Claims without citations
- Citations pointing to the wrong paper
- Verify citation keys match the intended paper in the bibliography file
Report Format
For each issue found, provide:
### Issue N: [Brief description]
- **File:** [filename]
- **Location:** [slide title or line number]
- **Current:** "[exact text that's wrong]"
- **Proposed:** "[exact text with fix]"
- **Category:** [Grammar / Typo / Overflow / Consistency / Academic Quality]
- **Severity:** [High / Medium / Low]
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.
- 5d ago First seen · 73 lines · 37 tokens per session scan A 1cedc9dacbb9
proofreader is an agent published in the GitHub repository Felpix-Studios/social-science-research (8 stars, last pushed 2mo ago), licensed MIT. It adds 37 tokens to every session and 700 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.
Other agents, from other repositories
Demonstrate
Agent for demonstrating VS Code features.
playwright-test-generator
Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.
analyzer
Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.
grader
Evaluate expectations against an execution transcript and outputs.
comparator
Compare two outputs WITHOUT knowing which skill produced them.
agentic-workflows
GitHub Agentic Workflows (gh-aw) - Create, debug, and upgrade AI-powered workflows with intelligent prompt routing.