paper-code-audit
Compare a paper's claims against its public codebase.
Skill by TQuang122
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/tquang122-paper-code-audit
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: security, research
Reviews
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What's inside
- Skill name
paper-code-audit- Description
- Compare a paper's claims against its public codebase. Use when the user asks to audit a paper, check code-claim consistency, verify reproducibility of a specific paper, or find mismatches between a paper and its implementation.
- License
- MIT
- Instructions
- 9 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Paper-Code Audit Run the `/audit` workflow. The slash command expands the full workflow instructions in the active session; do not try to read a relative prompt-template path from the installed skill directory. Agents used: `evidence-scout`, `auditor` Output: audit report in `outputs/`.
From TQuang122/hypatia, MIT.
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Search, read, and query research papers via Hypatia's alphaXiv-backed alpha tools.
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research-ideation
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Brainstorm a small, evidence-aware set of research directions when the user explicitly asks to explore ideas, find a fresh angle, or get unstuck.
SkillAFreshness: A★ 2Claude Code +9 - 0.598score
research-diagrams
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Create concise, evidence-grounded Mermaid diagrams for research explanations, method comparisons, workflows, and architectures.
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
citation-export
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Export the Sources section of a cited research draft to a BibTeX (.bib) file.
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
dataset-finder
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Find and rank datasets for a replication or ML task by requirements, license, and availability.
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
research-wiki
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Use when the current workspace contains `wiki/` and a research task could benefit from prior project synthesis, or the user asks to maintain that wiki.
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
session-search
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Search prior Hypatia session transcripts on disk.
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
autoresearch
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Run persistent bounded benchmark experiments or lineage-linked experiment trees with shared budgets, observed metrics, receipts, and pause/resume.
SkillAFreshness: A★ 2Claude Code +9
Signals
- Stars
- 2
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 10, 2026 (17 days ago)
- Last release
- Oct 16, 2026 (11 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/TQuang122/hypatia
- Website
- tquang122.github.io/hypatia/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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SkillAFreshness: A★ 2Claude Code +9 - 0.598score
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Brainstorm a small, evidence-aware set of research directions when the user explicitly asks to explore ideas, find a fresh angle, or get unstuck.
SkillAFreshness: A★ 2Claude Code +9 - 0.598score
research-diagrams
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Create concise, evidence-grounded Mermaid diagrams for research explanations, method comparisons, workflows, and architectures.
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citation-export
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Export the Sources section of a cited research draft to a BibTeX (.bib) file.
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
dataset-finder
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Find and rank datasets for a replication or ML task by requirements, license, and availability.
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
research-wiki
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Use when the current workspace contains `wiki/` and a research task could benefit from prior project synthesis, or the user asks to maintain that wiki.
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Cite this page
paper-code-audit skill. Agent Mart. https://agentmart.dev/skills/tquang122-paper-code-audit (last updated 2026-10-24)