proposal-foundation-feasibility SKILL.md skillA

proposal-foundation-feasibility from optima-cityu/llm4ad_next is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add optima-cityu/llm4ad_next/proposal-foundation-feasibility@git:20260918.48d1548

Pins 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-foundation-feasibility/SKILL.md
Versions recorded
1
Latest version
git:20260918.48d1548, committed Sep 18, 2026
Size
2,452 bytes
Repository stars
674
License
BSD-3-Clause

Use when documenting a proposal's research foundation, available conditions, team support, feasibility, and risk controls from author-supplied facts.

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 Research Foundation and Feasibility

Use this skill only for the proposal foundation and feasibility stage.

Read the method reference completely before acting: `references/foundation-and-feasibility.md`.

You may read any project source file for context. Write only
`sections/06-feasibility.typ`.

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. Select the foundation, completed methods, author materials, and source-grounded facts needed to assess capability and feasibility.
2. Document only real preliminary work, team capabilities, facilities, data access, collaborations, and institutional support supplied by the author or trusted source material.
3. Explain which planned task or project risk each foundation item supports; do not present a biography or equipment inventory as proof by itself.
4. Assess goal, technical, resource, schedule, and risk feasibility against the completed objectives and methods.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add optima-cityu/llm4ad_next/proposal-foundation-feasibility@sha256:a9e92aa6ed729a8f

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_2u42m7bzvwel6o7b.svg)](https://markdownregistry.com/a/art_2u42m7bzvwel6o7b)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 18, 2026.

versioncommittedcommitsizeaudit
git:20260918.48d1548 latest2026-09-18 48d1548 2,452 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2452 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

GitHub

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_2u42m7bzvwel6o7b
GET https://markdownregistry.com/api/v1/resolve?ref=optima-cityu/llm4ad_next/proposal-foundation-feasibility
GET https://markdownregistry.com/api/v1/blob/a9e92aa6ed729a8f52238e79c52b9238ebb50830fe4123fa21ed3b12906c06ed

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.

More from optima-cityu/llm4ad_next

AGENTS.md AGENTS.md file
optima-cityu/llm4ad_next · AGENTS.md
git:20260830.69fa0ab · audit A · 674 stars
CLAUDE.md CLAUDE.md file
optima-cityu/llm4ad_next · CLAUDE.md
git:20260812.3a82775 · audit A · 674 stars
writing-plans SKILL.md skill
optima-cityu/llm4ad_next · docker/knowledge-parser/skills/writing-plans/SKILL.md · Use before a multi-step document restructuring task to map the source, preserve important relationships, and decide…
git:20260920.4c71fce · audit A · 674 stars
diverse-island-ga SKILL.md skill
optima-cityu/llm4ad_next · skills/algo-design/diverse-island-ga/SKILL.md · Diverse Island Genetic Algorithm skill. USE WHEN the user explicitly requests Diverse Island GA / diversity-oriented…
git:20260908.f40b41b · audit A · 674 stars
dyca SKILL.md skill
optima-cityu/llm4ad_next · skills/algo-design/dyca/SKILL.md · DyCA (Dynamic Clustering Algorithm) method skill. USE WHEN the user explicitly requests DyCA / dynamic clustering…
git:20260908.f40b41b · audit A · 674 stars
eoh SKILL.md skill
optima-cityu/llm4ad_next · skills/algo-design/eoh/SKILL.md · Evolution of Heuristics (EOH) method skill. USE WHEN the user explicitly requests EoH / Evolution of Heuristics, or…
git:20260825.2005c66 · audit A · 674 stars
funsearch SKILL.md skill
optima-cityu/llm4ad_next · skills/algo-design/funsearch/SKILL.md · FunSearch (Program Search) method skill. USE WHEN the user explicitly requests FunSearch / Program Search, or wants…
git:20260825.2005c66 · audit A · 674 stars
island-ga SKILL.md skill
optima-cityu/llm4ad_next · skills/algo-design/island-ga/SKILL.md · Island Genetic Algorithm (IslandGA) method skill. USE WHEN the user explicitly requests IslandGA / island genetic…
git:20260908.f40b41b · audit A · 674 stars
mcts-ahd SKILL.md skill
optima-cityu/llm4ad_next · skills/algo-design/mcts-ahd/SKILL.md · Monte Carlo Tree Search for Automatic Heuristic Design (MCTS-AHD) method skill. USE WHEN the user explicitly requests…
git:20260825.2005c66 · audit A · 674 stars
meoh SKILL.md skill
optima-cityu/llm4ad_next · skills/algo-design/meoh/SKILL.md · Multi-objective Evolution of Heuristics (MEoH) method skill. USE WHEN the user explicitly requests MEoH /…
git:20260825.2005c66 · audit A · 674 stars
moead SKILL.md skill
optima-cityu/llm4ad_next · skills/algo-design/moead/SKILL.md · MOEA/D (Multi-objective Evolutionary Algorithm based on Decomposition) method skill. USE WHEN the user explicitly…
git:20260825.2005c66 · audit A · 674 stars
nsga2 SKILL.md skill
optima-cityu/llm4ad_next · skills/algo-design/nsga2/SKILL.md · NSGA-II multi-objective evolutionary method skill. USE WHEN the user explicitly requests NSGA-II / Non-dominated…
git:20260825.2005c66 · audit A · 674 stars

Every file in optima-cityu/llm4ad_next

Browse by kind, by grade A, or by owner.