awesome-abstract SKILL.md skillA
awesome-abstract from conmuyan/my-academic-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add conmuyan/my-academic-skills/awesome-abstract@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- conmuyan/my-academic-skills
- Path
skills/awesome-abstract/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Aug 17, 2026
- Size
- 7,974 bytes
- Repository stars
- 2
- License
- MIT
Reconstruct a paper's argument, audit the evidence chain, then write or revise a top-tier CS/AI/ML/NLP/CV abstract as a closed-loop scientific argument rather than a compressed introduction. Use when the user asks to write, rewrite, diagnose, or audit an abstract; mentions 顶会摘要 / Gap–Method–Evidence–Resolution / 证据链 / closed-loop abstract; or wants a conference or journal abstract that closes one specific limitation. Not for sentence-only polish (use nature-polishing) or full-manuscript…
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
# Awesome Abstract
A top-tier abstract is not a compressed introduction. It is a closed-loop
argument: one limitation of prior work is named, the method addresses that
limitation directly, and the evidence shows the limitation is resolved.
```text
Find ONE precise Gap
→ design the Method around it
→ collect Evidence that tests it
→ write so the reader can see the Gap close
```
Do not jump to prose. Reconstruct the argument, audit it, then write.
## When to use
- Write, rewrite, or critique a CS/AI/ML/NLP/CV abstract
- The current draft reads like a shortened intro or an experiment inventory
- The user wants the Gap–Method–Evidence–Resolution loop made explicit
## When not to use
| Request | Use instead |
|---|---|
| Sentence-level English polish only | `nature-polishing` |
| Full intro / method / experiments draft | `nature-writing` |
| Novelty / prior-art overlap | `scoop-check` |
| Literature search | `paper-search` |
## Hard rules
1. Do not invent results, metrics, datasets, models, comparisons, or limitations.
2. Do not draft the abstract until the Argument Card and evidence map exist.
…Read the whole file at its exact version.
How to install
mdr add conmuyan/my-academic-skills/awesome-abstract@sha256:b6e9caf9572e6716The line at the top of this page pins the label v1.0.0, 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_y4kdaij7kvpby3t4)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 17, 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 (7974 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
conmuyan/my-academic-skills · 2 stars · license MIT · pushed 2026-08-17 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_y4kdaij7kvpby3t4 GET https://markdownregistry.com/api/v1/resolve?ref=conmuyan/my-academic-skills/awesome-abstract GET https://markdownregistry.com/api/v1/blob/b6e9caf9572e6716b03e9802a1cc6d212c599e975e0b6019ec9147cf69c34d3c
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.