ac-summary SKILL.md skillA
ac-summary from optima-cityu/llm4ad_next is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add optima-cityu/llm4ad_next/ac-summary@git:20260924.8f1c5c6Pins git:20260924.8f1c5c6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- optima-cityu/llm4ad_next
- Path
skills/autorebuttal/ac-summary/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260924.8f1c5c6, committed Sep 24, 2026
- Size
- 1,487 bytes
- Repository stars
- 674
- License
- BSD-3-Clause
Summarize an existing author rebuttal into a copy-ready message addressed to the Area Chair or conference chair.
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
<!-- LLM4AD extension of the YoujunZhao/AutoRebuttal adaptation; see /app/skills/autorebuttal-shared/ATTRIBUTION.md. -->
# AC / Chair message
Read `/workspace/.research/rebuttal/context.json` before drafting. Use the
published `context.rendered.text` and its final response blocks as the source
for what the author actually answered. Consult the baseline and paper only to
understand the review themes and check factual wording. If the Rebuttal still
contains author placeholders or unresolved items, describe them honestly;
do not present them as completed work.
Write a message **from the author to the AC or chair**, not a meta-review in
the chair's voice. Synthesize the main cross-reviewer concerns, the concrete
answers already present in the Rebuttal, and any material limitation the AC
should know. Avoid copying the entire reviewer-by-reviewer response or
inventing new experiments, evidence, score predictions, or commitments.
Follow an author-supplied venue format or language if given. Conversation
presentation preferences do not govern this submission text.
Publish `{"summary": "brief author-facing description", "message": "copy-ready AC message"}`
…Read the whole file at its exact version.
How to install
mdr add optima-cityu/llm4ad_next/ac-summary@sha256:3fd888041ace46f9The line at the top of this page pins the label git:20260924.8f1c5c6, 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_hv5zwrxlpo3b4r7a)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 24, 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 (1487 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
optima-cityu/llm4ad_next · 674 stars · license BSD-3-Clause · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hv5zwrxlpo3b4r7a GET https://markdownregistry.com/api/v1/resolve?ref=optima-cityu/llm4ad_next/ac-summary GET https://markdownregistry.com/api/v1/blob/3fd888041ace46f92eca558b18fb71c9a38929deda0365eab904b307a0dceafd
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.