Geo Proposal
sickn33/agentic-awesome-skills
Auto-generate a professional, client-ready GEO service proposal from audit data.
Challenges an overly conservative, incremental, or compatibility-led proposal with a bold target model, a concrete kill/merge/split list, materially different options, and a falsifiable first proof…
Custom licenceAuto-check passed
Install Geju
$ npx skills add hylarucoder/hai-stack --skill geju -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hylarucoder/hai-stack geju --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/hylarucoder/hai-stack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/geju .claude/skills/geju && 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 "geju" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/geju into .claude/skills/geju/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geju", 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/hylarucoder/hai-stack/tree/main/skills/gejuType 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 hylarucoder/hai-stack --skill geju -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hylarucoder/hai-stack geju --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hylarucoder/hai-stack.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/geju .agents/skills/geju && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "geju" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/geju into .agents/skills/geju/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geju", 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 hylarucoder/hai-stack --skill geju -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hylarucoder/hai-stack geju --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hylarucoder/hai-stack.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/geju .cursor/skills/geju && 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 "geju" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/geju into .cursor/skills/geju/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geju", 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/hylarucoder/hai-stack.git --path skills/geju--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 hylarucoder/hai-stack --skill geju -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hylarucoder/hai-stack geju --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hylarucoder/hai-stack.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/geju .gemini/skills/geju && 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 "geju" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/geju into .gemini/skills/geju/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geju", 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 hylarucoder/hai-stack gejuInstalls 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 hylarucoder/hai-stack --skill geju -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hylarucoder/hai-stack.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/geju .github/skills/geju && 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 "geju" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/geju into .github/skills/geju/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geju", 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 hylarucoder/hai-stack --skill geju -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hylarucoder/hai-stack geju --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hylarucoder/hai-stack.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/geju .opencode/skills/geju && 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 "geju" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/geju into .opencode/skills/geju/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geju", 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
geju- GitHub stars
- 380
- Token cost
- ~1.8k tokens
- SKILL.md length
- 985 words
- Files
- 5 (incl. references)
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Challenges an overly conservative, incremental, or compatibility-led proposal with a bold target model, a concrete kill/merge/split list, materially different options, and a falsifiable first proof…
- Works in 7 steps: Reframe at the highest useful level.… → Name the inherited constraint.… → Decide whether the constraint is real.… → …
- The user asks to think bigger
- SKILL.md covers Overview, Core Principle, Ways To Open The Frame and What To Fight, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Geju is an agent skill from hylarucoder/hai-stack. Challenges an overly conservative, incremental, or compatibility-led proposal with a bold target model, a concrete kill/merge/split list, materially different options, and a falsifiable first proof point. Use when the user asks to think bigger, open the design space, or imagine the clean target without legacy constraints（打开格局、别太保守、不要被兼容绑架）. Use goudi to pressure-test how the chosen direction lands, and hai-idea to decide whether the idea deserves doing at all.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `SKILL.zh_CN.md`, `agents/openai.yaml` and `references/frame-opening-moves.md`).
When your agent uses it
- The user asks to think bigger
- Open the design space
- Imagine the clean target without legacy constraints（打开格局、别太保守、不要被兼容绑架）
Example prompts
- “Use the geju skill to challenge an overly conservative, incremental, or compatibility-led proposal with a bold target model, a concrete…”
- “/geju”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Reframe at the highest useful level. What is the real decision? What is the system trying to become? What would be obvious if we were not…
- Name the inherited constraint. Compatibility, migration difficulty, existing naming, local implementation shape, organizational habit…
- Decide whether the constraint is real. This is the operational heart of the skill — apply it in exactly this spot.
- Offer the high-格局 thesis. Say the clean direction plainly. Explain what to delete, preserve, merge, split, or rebuild. Include the…
- Apply at least one move from Ways To Open The Frame.
- Give 2-3 options only if they materially differ, using the canonical labels: Conservative path / Clean target / Staged clean path…
- Bring it back to execution. Identify the first irreversible decision, the first proof point, what would falsify the thesis, and what not…
What it can do on your machine
Read from SKILL.md and the folder at commit a6c7ed2. 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
Geju loads about 1.8k tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 117 tokens; SKILL.md has 985 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 985 words (~1,823 tokens).
“For Chinese readers, see SKILL.zh_CN.md. The English SKILL.md is the execution source of truth.”
- name
- geju
Files
SKILL.md and 4 other files (references) in skills/geju of hylarucoder/hai-stack.
- SKILL.md
- SKILL.zh_CN.md
- agents/openai.yaml
- references/frame-opening-moves.md
- references/output-template.md
Open the folder on GitHubat commit a6c7ed2
Compare with similar skills
Geju 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 |
|---|---|---|---|---|---|---|
| Geju this skillhylarucoder/hai-stack | 380 | — | ~1.8k | Automated safety check: Pass | Custom licence | |
| Geo Proposalsickn33/agentic-awesome-skills | 47k | 1 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Better Proposals AutomationComposioHQ/awesome-claude-skills | 77k | 3 repos | ~764 | Automated safety check: Pass | None | |
| Agent Challengesruvnet/ruflo | 74k | 3 repos | ~995 | Automated safety check: Pass | MIT | |
| Contract And Proposal Writeralirezarezvani/claude-skills | 28k | 2 repos | ~3.4k | Automated safety check: Pass | MIT | |
| ProposalChorus-AIDLC/Chorus | 1.2k | — | ~5.5k | Automated safety check: Pass | AGPL-3.0 |
Similar skills
Better Proposals Automation
ComposioHQ/awesome-claude-skills
Automate Better Proposals tasks via Rube MCP (Composio). An agent skill from ComposioHQ/awesome-claude-skills.
Agent Challenges
ruvnet/ruflo
Agent skill for challenges - invoke with $agent-challenges. An agent skill from ruvnet/ruflo.
Contract And Proposal Writer
alirezarezvani/claude-skills
Generate professional, jurisdiction-aware business documents: freelance contracts, project proposals, SOWs, NDAs, and MSAs.
Proposal
Chorus-AIDLC/Chorus
Chorus Proposal workflow on Hermes — create proposals with document and task drafts, manage dependency DAG, validate, submit, and run the read-only proposal reviewer via delegatetask.
Proposal Writer
holaboss-ai/holaOS
Draft client proposals and statements of work that scope, price, and win the project.
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Questions about Geju
What does Geju do?
Challenges an overly conservative, incremental, or compatibility-led proposal with a bold target model, a concrete kill/merge/split list, materially different options, and a falsifiable first proof…. Geju is an agent skill from hylarucoder/hai-stack. Challenges an overly conservative, incremental, or compatibility-led proposal with a bold target model, a concrete kill/merge/split list, materially different options, and a falsifiable first proof point.
When should I use Geju?
Geju fits situations like: the user asks to think bigger; open the design space; imagine the clean target without legacy constraints（打开格局、别太保守、不要被兼容绑架）.
How do I install Geju in Claude Code?
Run `npx skills add hylarucoder/hai-stack --skill geju -a claude-code`. Or copy the skill folder (skills/geju in hylarucoder/hai-stack) into .claude/skills/geju in your project. Claude Code loads it when a task matches its description.
How do I install Geju in Codex?
Run `npx skills add hylarucoder/hai-stack --skill geju -a codex`. Or copy the skill folder (skills/geju in hylarucoder/hai-stack) into .agents/skills/geju in your project. Codex loads it when a task matches its description.
Can I use Geju 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 hylarucoder/hai-stack --skill geju -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/geju, .gemini/skills/geju, .github/skills/geju and .opencode/skills/geju in your project.
What does Geju need to run?
SKILL.md names no scripts, command-line tools or credentials: Geju is instructions for the agent only.
Does Geju 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 Geju 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 Geju use?
Geju has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Geju use?
About 1.8k tokens (SKILL.md is roughly 7.3k 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 1.1k tokens, read only when the agent opens those files.
What are the alternatives to Geju?
Skills that share tags, products or a category with Geju: Geo Proposal (sickn33/agentic-awesome-skills, 47k stars), Better Proposals Automation (ComposioHQ/awesome-claude-skills, 77k stars), Agent Challenges (ruvnet/ruflo, 74k stars) and Contract And Proposal Writer (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Geju?
hylarucoder (a GitHub user) maintains it in hylarucoder/hai-stack, which has 380 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 5, 2026.
Source: hylarucoder/hai-stack on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.