research-evidence SKILL.md skillA
research-evidence from sidiangongyuan/codex-skills-library is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sidiangongyuan/codex-skills-library/research-evidence@git:20260712.ef71354Pins git:20260712.ef71354 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sidiangongyuan/codex-skills-library
- Path
skills/research-evidence/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260712.ef71354, committed Jul 12, 2026
- Size
- 5,170 bytes
- Repository stars
- 24
- License
- MIT
Use when research writing, reviews, rebuttals, or related-work planning needs academic evidence. Searches literature, screens candidate papers, audits novelty and missing work, verifies DOI/BibTeX/reference metadata and citation authenticity, and checks whether sources support the stated claims.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Research Evidence ## Overview Use this skill as the shared evidence layer for paper writing, related work, review, and rebuttal work. It does not replace domain judgment: it finds and checks evidence, then reports support level, gaps, and risks. ## Hard Boundaries - Use public metadata, open-access PDFs, and user-provided local PDFs only. - Do not use Sci-Hub or any route that bypasses access control. - Do not write Markdown, JSON, CSV, or report files unless the user explicitly asks for saved artifacts. - Run RefChecker in non-LLM mode by default. Enable LLM-assisted extraction or hallucination checks only when the user explicitly requests it and accepts the privacy/cost tradeoff. - Treat tool output as evidence to inspect, not final truth. Mark weak coverage, metadata mismatches, and unsupported claims clearly. ## Venue Defaults Prefer these venues when the user does not specify otherwise: - Computer Vision: CVPR, ICCV, ECCV. - ML/AI: ICLR, NeurIPS/NIPS, ICML. - Autonomous driving, robotics, and collaborative perception secondary venues: CoRL, ICRA, IROS, AAAI, IJCAI, T-ITS, RA-L. …
Read the whole file at its exact version.
How to install
mdr add sidiangongyuan/codex-skills-library/research-evidence@sha256:2b8d91281801d653The line at the top of this page pins the label git:20260712.ef71354, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_qfhzcrvfz4upzzzg)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 12, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5170 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
sidiangongyuan/codex-skills-library · 24 stars · license MIT · pushed 2026-09-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qfhzcrvfz4upzzzg GET https://markdownregistry.com/api/v1/resolve?ref=sidiangongyuan/codex-skills-library/research-evidence GET https://markdownregistry.com/api/v1/blob/2b8d91281801d6539a436722bbabee78c4677871a50e9c4d72de94006991ea72
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.