Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Initialize and configure the Operator Project Brain. An agent skill from aerovato/operator-memory.
BSD-3-ClauseAuto-check passed
Install Project Init
$ npx skills add aerovato/operator-memory --skill project-init -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aerovato/operator-memory project-init --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/aerovato/operator-memory.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/claude-code/skills/project-init .claude/skills/project-init && 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 "project-init" agent skill from https://github.com/aerovato/operator-memory/tree/main/packages/claude-code/skills/project-init into .claude/skills/project-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-init", 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/aerovato/operator-memory/tree/main/packages/claude-code/skills/project-initType 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 aerovato/operator-memory --skill project-init -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aerovato/operator-memory project-init --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aerovato/operator-memory.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/claude-code/skills/project-init .agents/skills/project-init && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "project-init" agent skill from https://github.com/aerovato/operator-memory/tree/main/packages/claude-code/skills/project-init into .agents/skills/project-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-init", 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 aerovato/operator-memory --skill project-init -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aerovato/operator-memory project-init --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aerovato/operator-memory.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/claude-code/skills/project-init .cursor/skills/project-init && 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 "project-init" agent skill from https://github.com/aerovato/operator-memory/tree/main/packages/claude-code/skills/project-init into .cursor/skills/project-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-init", 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/aerovato/operator-memory.git --path packages/claude-code/skills/project-init--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 aerovato/operator-memory --skill project-init -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aerovato/operator-memory project-init --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aerovato/operator-memory.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/claude-code/skills/project-init .gemini/skills/project-init && 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 "project-init" agent skill from https://github.com/aerovato/operator-memory/tree/main/packages/claude-code/skills/project-init into .gemini/skills/project-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-init", 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 aerovato/operator-memory project-initInstalls 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 aerovato/operator-memory --skill project-init -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aerovato/operator-memory.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/claude-code/skills/project-init .github/skills/project-init && 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 "project-init" agent skill from https://github.com/aerovato/operator-memory/tree/main/packages/claude-code/skills/project-init into .github/skills/project-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-init", 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 aerovato/operator-memory --skill project-init -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aerovato/operator-memory project-init --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aerovato/operator-memory.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/claude-code/skills/project-init .opencode/skills/project-init && 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 "project-init" agent skill from https://github.com/aerovato/operator-memory/tree/main/packages/claude-code/skills/project-init into .opencode/skills/project-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-init", 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
project-init- GitHub stars
- 383
- Token cost
- ~240 tokens
- SKILL.md length
- 122 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- BSD-3-Clause
At a glance
Initialize and configure the Operator Project Brain. An agent skill from aerovato/operator-memory.
- Works in 2 steps: Run operator-helper version. If an… → Run operator-helper project init and…
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Project Init is an agent skill from aerovato/operator-memory. Initialize and configure the Operator Project Brain.
Its SKILL.md is about 240 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with OpenAI. The repository describes itself as: The self-improving context engine for coding agents. The licence is BSD-3-Clause.
Example prompts
- “/project-init”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Run operator-helper version. If an update is available, run operator-helper upgrade before continuing.
- Run operator-helper project init and follow the emitted Project Setup guide, including when initialization reports failures.
What it can do on your machine
Read from SKILL.md and the folder at commit 85fed0a. 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
Project Init loads about 240 tokens when it runs. Until then it costs about 16 tokens; SKILL.md has 122 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 aerovato/operator-memory at commit 85fed0a, republished under its BSD-3-Clause licence (© aerovato). 122 words, ~240 tokens.
Download SKILL.mdSave it as
.claude/skills/project-init/SKILL.md (or your agent's skills folder).- name
- project-init
- description
- Initialize and configure the Operator Project Brain.
- disable-model-invocation
- true
Operator Project Setup
- Run
operator-helper version. If an update is available, runoperator-helper upgradebefore continuing. - Run
operator-helper project initand follow the emitted Project Setup guide, including when initialization reports failures.
For a new conversation to set up the Project Index, tell the user to invoke /operator:index.
Recovery
- If Helper cannot start, install or repair the npm package
@aerovato/operator-helperglobally and retry the failed command. - If the version check or upgrade fails, diagnose the error and retry.
- If
operator-helper project initreports a failure, use its output to resolve it and rerun it as needed. - If you cannot resolve a problem, report the blocker.
Use Helper output as working context. Do not reproduce it wholesale or reimplement Helper logic.
© aerovato, 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
Just SKILL.md in packages/claude-code/skills/project-init of aerovato/operator-memory.
Open the folder on GitHubat commit 85fed0a
Compare with similar skills
Project Init 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 |
|---|---|---|---|---|---|---|
| Project Init this skillaerovato/operator-memory | 383 | — | ~240 | Automated safety check: Pass | BSD-3-Clause | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| AI SDKvercel-labs/ai-facts | 168 | 21 repos | ~1.2k | Automated safety check: Pass | None | |
| AI Image Generation and Editingzhayujie/CowAgent | 47k | — | ~1.3k | Automated safety check: Pass | MIT | |
| ModLens Image Vision Bridgeliustack/modlens | 4.2k | 1 repos | ~1.3k | Automated safety check: Notes | MIT | |
| PR Design DocOpenHands/OpenHands | 90k | — | ~2.4k | Automated safety check: Pass | MIT |
Similar skills
- Official
AI SDK
vercel-labs/ai-facts
Answer questions about the AI SDK and help build AI-powered features.
AI Image Generation and Editing
zhayujie/CowAgent
Generates or edits images from text prompts through a Python script that picks an image backend based on which API keys are configured.
ModLens Image Vision Bridge
liustack/modlens
Gives text-only models sight by running the modlens CLI on an image path or URL and returning structured JSON evidence with transcribed text, layout and semantics.
PR Design Doc
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For a non-trivial pull request, write a self-contained HTML design doc under the temporary .pr/ directory and link a visibility-appropriate preview in the PR description, so maintainers grasp the…
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Questions about Project Init
What does Project Init do?
Initialize and configure the Operator Project Brain. An agent skill from aerovato/operator-memory. Project Init is an agent skill from aerovato/operator-memory. Initialize and configure the Operator Project Brain.
How do I install Project Init in Claude Code?
Run `npx skills add aerovato/operator-memory --skill project-init -a claude-code`. Or copy the skill folder (packages/claude-code/skills/project-init in aerovato/operator-memory) into .claude/skills/project-init in your project. Claude Code loads it when a task matches its description.
How do I install Project Init in Codex?
Run `npx skills add aerovato/operator-memory --skill project-init -a codex`. Or copy the skill folder (packages/claude-code/skills/project-init in aerovato/operator-memory) into .agents/skills/project-init in your project. Codex loads it when a task matches its description.
Can I use Project Init 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 aerovato/operator-memory --skill project-init -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/project-init, .gemini/skills/project-init, .github/skills/project-init and .opencode/skills/project-init in your project.
What does Project Init need to run?
SKILL.md names no scripts, command-line tools or credentials: Project Init is instructions for the agent only.
Does Project Init 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 Project Init 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 Project Init use?
Project Init 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 Project Init use?
About 240 tokens (SKILL.md is roughly 960 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Project Init?
Skills that share tags, products or a category with Project Init: Geo Fundamentals (wasp-lang/wasp, 19k stars), AI SDK (vercel-labs/ai-facts, 168 stars), AI Image Generation and Editing (zhayujie/CowAgent, 47k stars) and ModLens Image Vision Bridge (liustack/modlens, 4.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Project Init?
aerovato (a GitHub organization) maintains it in aerovato/operator-memory, which has 383 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 7, 2026.
Source: aerovato/operator-memory on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.