CCPM Project Management
automazeio/ccpm
Runs a spec-driven workflow from PRD to epic to GitHub issues to parallel agents, with status, standup and blocked-work reports from bundled scripts.
A skill your agent uses when distilling a proposal's innovations and defining milestones, annual plans, contingency points, and expected outcomes.
Install Proposal Innovation Plan
$ npx skills add Optima-CityU/LLM4AD_Next --skill proposal-innovation-plan -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Optima-CityU/LLM4AD_Next proposal-innovation-plan --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Optima-CityU/LLM4AD_Next.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/openair-proposal/proposal-innovation-plan .claude/skills/proposal-innovation-plan && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "proposal-innovation-plan" agent skill from https://github.com/Optima-CityU/LLM4AD_Next/tree/main/skills/openair-proposal/proposal-innovation-plan into .claude/skills/proposal-innovation-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proposal-innovation-plan", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Optima-CityU/LLM4AD_Next/tree/main/skills/openair-proposal/proposal-innovation-planType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Optima-CityU/LLM4AD_Next --skill proposal-innovation-plan -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Optima-CityU/LLM4AD_Next proposal-innovation-plan --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Optima-CityU/LLM4AD_Next.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/openair-proposal/proposal-innovation-plan .agents/skills/proposal-innovation-plan && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "proposal-innovation-plan" agent skill from https://github.com/Optima-CityU/LLM4AD_Next/tree/main/skills/openair-proposal/proposal-innovation-plan into .agents/skills/proposal-innovation-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proposal-innovation-plan", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Optima-CityU/LLM4AD_Next --skill proposal-innovation-plan -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Optima-CityU/LLM4AD_Next proposal-innovation-plan --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Optima-CityU/LLM4AD_Next.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/openair-proposal/proposal-innovation-plan .cursor/skills/proposal-innovation-plan && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "proposal-innovation-plan" agent skill from https://github.com/Optima-CityU/LLM4AD_Next/tree/main/skills/openair-proposal/proposal-innovation-plan into .cursor/skills/proposal-innovation-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proposal-innovation-plan", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Optima-CityU/LLM4AD_Next.git --path skills/openair-proposal/proposal-innovation-plan--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Optima-CityU/LLM4AD_Next --skill proposal-innovation-plan -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Optima-CityU/LLM4AD_Next proposal-innovation-plan --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Optima-CityU/LLM4AD_Next.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/openair-proposal/proposal-innovation-plan .gemini/skills/proposal-innovation-plan && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "proposal-innovation-plan" agent skill from https://github.com/Optima-CityU/LLM4AD_Next/tree/main/skills/openair-proposal/proposal-innovation-plan into .gemini/skills/proposal-innovation-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proposal-innovation-plan", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Optima-CityU/LLM4AD_Next proposal-innovation-planInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Optima-CityU/LLM4AD_Next --skill proposal-innovation-plan -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Optima-CityU/LLM4AD_Next.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/openair-proposal/proposal-innovation-plan .github/skills/proposal-innovation-plan && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "proposal-innovation-plan" agent skill from https://github.com/Optima-CityU/LLM4AD_Next/tree/main/skills/openair-proposal/proposal-innovation-plan into .github/skills/proposal-innovation-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proposal-innovation-plan", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Optima-CityU/LLM4AD_Next --skill proposal-innovation-plan -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Optima-CityU/LLM4AD_Next proposal-innovation-plan --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Optima-CityU/LLM4AD_Next.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/openair-proposal/proposal-innovation-plan .opencode/skills/proposal-innovation-plan && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "proposal-innovation-plan" agent skill from https://github.com/Optima-CityU/LLM4AD_Next/tree/main/skills/openair-proposal/proposal-innovation-plan into .opencode/skills/proposal-innovation-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "proposal-innovation-plan", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
proposal-innovation-plan- GitHub stars
- 574
- Token cost
- ~578 tokens
- SKILL.md length
- 284 words
- Files
- 2 (incl. references)
- Skills in repo
- 24
- Repo updated
- First seen
- Licence
- BSD-3-Clause
At a glance
A skill your agent uses when distilling a proposal's innovations and defining milestones, annual plans, contingency points, and expected outcomes.
- Works in 7 steps: Select the completed literature,… → State each innovation as a specific… → Avoid absolute priority claims unless… → …
- Distilling a proposals innovations and defining milestones
- SKILL.md covers Workflow and Quality checks
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Proposal Innovation Plan is an agent skill from Optima-CityU/LLM4AD_Next. Use when distilling a proposal's innovations and defining milestones, annual plans, contingency points, and expected outcomes.
Its SKILL.md is about 580 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/innovation-and-plan.md`).
It sits in Product & Project Management, covering Project management. The repository describes itself as: A next-generation automatic algorithm design platform, making automated algorithm design more accessible and easier to use. The licence is BSD-3-Clause.
When your agent uses it
- Distilling a proposals innovations and defining milestones
- Contingency points
- Expected outcomes
Example prompts
- “/proposal-innovation-plan”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Select the completed literature, objectives, and methods needed to establish defensible differences and dependencies.
- State each innovation as a specific difference in research question, mechanism, method, integration, or validation. Tie it to a documented…
- Avoid absolute priority claims unless the evidence stage verifies them.
- Build milestones and an annual plan around dependencies and reviewable outputs rather than equal calendar slices.
- Include decision points and fallback actions for the risks already identified by the methods stage.
- Separate expected outcomes from achieved results. Ask the author before asserting fixed publication, patent, venue, performance, or…
- Write the Typst section, then call publish_stage_result from the enabled LLM4AD stage MCP server with the written path, summary, any…
What it can do on your machine
Read from SKILL.md and the folder at commit e3d3f7b. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Proposal Innovation Plan loads about 578 tokens when it runs, and up to ~1.2k if it reads all its reference files. Until then it costs about 38 tokens; SKILL.md has 284 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from Optima-CityU/LLM4AD_Next at commit e3d3f7b, republished under its BSD-3-Clause licence (© Optima-CityU). 284 words, ~578 tokens.
Download SKILL.mdSave it as
.claude/skills/proposal-innovation-plan/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- proposal-innovation-plan
- description
- Use when distilling a proposal's innovations and defining milestones, annual plans, contingency points, and expected outcomes.
<!-- Adapted from Maxine-1520/OpenAIR_proposal; see ../ATTRIBUTION.md. -->Proposal Innovation and Work Plan
Use this skill only for the proposal innovation and plan stage.
Read the method reference completely before acting: references/innovation-and-plan.md.
You may read any project source file for context. Write only
sections/07-plan.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
- Select the completed literature, objectives, and methods needed to establish defensible differences and dependencies.
- State each innovation as a specific difference in research question, mechanism, method, integration, or validation. Tie it to a documented limitation, work package, and evaluation path.
- Avoid absolute priority claims unless the evidence stage verifies them.
- Build milestones and an annual plan around dependencies and reviewable outputs rather than equal calendar slices.
- Include decision points and fallback actions for the risks already identified by the methods stage.
- Separate expected outcomes from achieved results. Ask the author before asserting fixed publication, patent, venue, performance, or delivery targets.
- Write the Typst section, then call
publish_stage_resultfrom the enabled LLM4AD stage MCP server with the written path, summary, any citation keys used,context_patch, and a stable idempotency key. Tool success is the stage-completion signal; repair and retry validation errors in the same conversation. Record durable author decisions or constraints newly established or corrected here with stable model-defined keys; return empty patch arrays when nothing changed.
Quality checks
- Innovations are distinct, evidence-aware, and traceable to objectives and methods.
- Milestones map to work packages and produce observable evidence.
- The schedule respects the project duration and task dependencies.
- Expected outcomes are specific without becoming fabricated guarantees.
© Optima-CityU, BSD-3-Clause. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in skills/openair-proposal/proposal-innovation-plan of Optima-CityU/LLM4AD_Next.
- SKILL.md
- references/innovation-and-plan.md
Open the folder on GitHubat commit e3d3f7b
Compare with similar skills
Proposal Innovation Plan next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Proposal Innovation Plan this skillOptima-CityU/LLM4AD_Next | 574 | — | ~578 | Automated safety check: Pass | BSD-3-Clause | |
| CCPM Project Managementautomazeio/ccpm | 8.4k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Uvastral-sh/claude-code-plugins | 313 | 2 repos | ~980 | Automated safety check: Pass | Apache-2.0 | |
| Project Managementkunchenguid/firstmate | 7.8k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Hivemind Goalsactiveloopai/hivemind | 1.6k | — | ~1.7k | Automated safety check: Notes | Apache-2.0 | |
| Ichartjswanghetommy/ichartjs | 352 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Proposal Innovation Plan
What does Proposal Innovation Plan do?
A skill your agent uses when distilling a proposal's innovations and defining milestones, annual plans, contingency points, and expected outcomes. Proposal Innovation Plan is an agent skill from Optima-CityU/LLM4AD_Next. Use when distilling a proposal's innovations and defining milestones, annual plans, contingency points, and expected outcomes.
When should I use Proposal Innovation Plan?
Proposal Innovation Plan fits situations like: distilling a proposals innovations and defining milestones; contingency points; expected outcomes.
How do I install Proposal Innovation Plan in Claude Code?
Run `npx skills add Optima-CityU/LLM4AD_Next --skill proposal-innovation-plan -a claude-code`. Or copy the skill folder (skills/openair-proposal/proposal-innovation-plan in Optima-CityU/LLM4AD_Next) into .claude/skills/proposal-innovation-plan in your project. Claude Code loads it when a task matches its description.
How do I install Proposal Innovation Plan in Codex?
Run `npx skills add Optima-CityU/LLM4AD_Next --skill proposal-innovation-plan -a codex`. Or copy the skill folder (skills/openair-proposal/proposal-innovation-plan in Optima-CityU/LLM4AD_Next) into .agents/skills/proposal-innovation-plan in your project. Codex loads it when a task matches its description.
Can I use Proposal Innovation Plan in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Optima-CityU/LLM4AD_Next --skill proposal-innovation-plan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/proposal-innovation-plan, .gemini/skills/proposal-innovation-plan, .github/skills/proposal-innovation-plan and .opencode/skills/proposal-innovation-plan in your project.
What does Proposal Innovation Plan need to run?
SKILL.md names no scripts, command-line tools or credentials: Proposal Innovation Plan is instructions for the agent only.
Does Proposal Innovation Plan access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Proposal Innovation Plan safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Proposal Innovation Plan use?
Proposal Innovation Plan is published under the BSD-3-Clause licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Proposal Innovation Plan use?
About 578 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 642 tokens, read only when the agent opens those files.
What are the alternatives to Proposal Innovation Plan?
Skills that share tags, products or a category with Proposal Innovation Plan: CCPM Project Management (automazeio/ccpm, 8.4k stars), Uv (astral-sh/claude-code-plugins, 313 stars), Project Management (kunchenguid/firstmate, 7.8k stars) and Hivemind Goals (activeloopai/hivemind, 1.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Proposal Innovation Plan?
Optima-CityU (a GitHub organization) maintains it in Optima-CityU/LLM4AD_Next, which has 574 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on October 9, 2026.
Source: Optima-CityU/LLM4AD_Next on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.