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/brayszieqw/papermate/papermate-codergit clone --depth 1 https://github.com/Brayszieqw/PaperMateWrote 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/brayszieqw/papermate/papermate-coder)<a href="https://agentmods.dev/agents/brayszieqw/papermate/papermate-coder"><img src="https://agentmods.dev/badge/agents/brayszieqw/papermate/papermate-coder.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 | $0.00217 | $0.01525 |
| Opus 5 | $0.00109 | $0.00763 |
| Sonnet 5 | $0.00043 | $0.00305 |
| Haiku 4.5 | $0.00022 | $0.00153 |
Grade C, and why
papermate-coder scanned grade C with 1 finding 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 4d 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.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
- 文件删除：`rm -rf`, `rmdir /s`, `del /s` The source is not reproduced here
Licensed AGPL-3.0
The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
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.
- 4d ago First seen · 155 lines · 217 tokens per session scan C acf4124ba7c7
papermate-coder is an agent published in the GitHub repository Brayszieqw/PaperMate (1 stars, last pushed 5mo ago), licensed AGPL-3.0. It adds 217 tokens to every session and 1,525 once invoked, about $0.0011 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other agents, from other repositories
experiment-analyzer
Analyze experiment results from any tracking system. Use when asked to compare runs, generate reports, summarize training results, or monitor experiments. Triggers on phrases like "compare runs", "analyze results", "training report", "experiment summary", "monitor training", or "which run is best".
paper-auditor
Autonomous paper consistency verification. Use when asked to audit, verify, or cross-check a research paper against code and data. Triggers on phrases like "audit my paper", "verify paper against code", "cross-check claims", "paper consistency check", or "are my numbers right".
planner
Decompose chosen solution into vertical slices with dependency graph + risk register. Consumes Align + Brainstorm artifacts. Output feeds Spec gate. Use after Brainstorm gate (high-stakes) or directly after Align (standard with obvious solution).
spec-writer
Behavioral spec generator — translates approved plans into concrete, testable contracts. Use when /spec is invoked after plan approval.
code-quality-reviewer
Stage 2 of two-stage review. Spec compliance already verified by Stage 1. Reviews security, performance, maintainability, readability, test quality. Severity-tagged output (P0/P1/P2/P3/P4) with MANDATORY rule ID citation per finding.
analyzer
Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.