research-stage-publication SKILL.md skillA
research-stage-publication 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/research-stage-publication@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/research-stage-publication/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260924.8f1c5c6, committed Sep 24, 2026
- Size
- 1,012 bytes
- Repository stars
- 674
- License
- BSD-3-Clause
Publish the current revision of an LLM4AD research workflow stage, including after a user edits and replaces an earlier conversation turn.
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 Stage Publication Use the current visible conversation and current workspace files as the complete source of truth for this revision. Work that disappeared because the user edited an earlier message does not count as the current stage result. Complete the enabled domain Skill, then call `publish_stage_result` once for the current revision even if this stage may have published an earlier revision. Do not skip publication based on an earlier result that is absent from the current conversation. Reusing the domain Skill's stable idempotency key is valid: exact retries are deduplicated, while a changed artifact replaces the stage result. If validation fails, correct the current artifact and retry as directed by the domain Skill. A successful tool response is the only publication-completion signal.
Read the whole file at its exact version.
How to install
mdr add optima-cityu/llm4ad_next/research-stage-publication@sha256:a768e8ce9c8eeaf1The 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_6tez66lapqj6nzwu)
3 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 (1012 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_6tez66lapqj6nzwu GET https://markdownregistry.com/api/v1/resolve?ref=optima-cityu/llm4ad_next/research-stage-publication GET https://markdownregistry.com/api/v1/blob/a768e8ce9c8eeaf16af9de57c3182b5419db7b888c5f5f5b1abeb2dab1eb8a48
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.