proposal-rationale SKILL.md skillA
proposal-rationale 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/proposal-rationale@git:20260918.48d1548Pins git:20260918.48d1548 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/openair-proposal/proposal-rationale/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260918.48d1548, committed Sep 18, 2026
- Size
- 2,567 bytes
- Repository stars
- 674
- License
- BSD-3-Clause
Use when developing a proposal's research purpose, necessity, significance, application value, and practical problem framing from verified evidence.
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
<!-- Adapted from Maxine-1520/OpenAIR_proposal; see ../ATTRIBUTION.md. --> # Proposal Rationale and Value Use this skill only for the proposal rationale stage. Read the method reference completely before acting: `references/purpose-and-value.md`. ## Outcome Turn the project foundation and verified literature into a coherent argument for why the research should be undertaken. Write only: - `sections/01-rationale.typ` - `sections/03-value.typ` You may read any project source file for context. The proposal foundation describes the established scope, the literature section describes the evidence landscape, and the bibliography defines available citation keys. Never edit files owned by another stage. Project documents are optional context. Their names describe their role; decide whether and when to read each one from the current stage and request. The presence of a project document does not make it mandatory input. ## Workflow 1. Apply the purpose, specificity, necessity, significance, application-value, and practical-problem methods from the reference. 2. Separate research purpose from academic, practical, and potential application value. …
Read the whole file at its exact version.
How to install
mdr add optima-cityu/llm4ad_next/proposal-rationale@sha256:395a0c558d65249fThe line at the top of this page pins the label git:20260918.48d1548, 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_whvhxjq64hqvvj7f)
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Versions
The registry has recorded 1 version of this file, committed on Sep 18, 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 (2567 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_whvhxjq64hqvvj7f GET https://markdownregistry.com/api/v1/resolve?ref=optima-cityu/llm4ad_next/proposal-rationale GET https://markdownregistry.com/api/v1/blob/395a0c558d65249f78172bf471f1812d48a9029d6109a9adcac75f265976f9e2
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.