GitDiagram Repository Overview
ahmedkhaleel2004/gitdiagram
Explains the architecture of a public GitHub repository through GitDiagram: how the code is organized, the main components with paths, and a Mermaid diagram.
Find and verify GitHub projects through reverse-link code search, awesome-list expansion, shared topics, and creator sources.
Install GitHub Project Finder
$ npx skills add AgentsLoop/awesome-opus-5.5-games --skill github-project-finder -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AgentsLoop/awesome-opus-5.5-games github-project-finder --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/AgentsLoop/awesome-opus-5.5-games.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/github-project-finder .claude/skills/github-project-finder && 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 "github-project-finder" agent skill from https://github.com/AgentsLoop/awesome-opus-5.5-games/tree/main/.agents/skills/github-project-finder into .claude/skills/github-project-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-project-finder", 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/AgentsLoop/awesome-opus-5.5-games/tree/main/.agents/skills/github-project-finderType 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 AgentsLoop/awesome-opus-5.5-games --skill github-project-finder -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AgentsLoop/awesome-opus-5.5-games github-project-finder --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgentsLoop/awesome-opus-5.5-games.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/github-project-finder .agents/skills/github-project-finder && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "github-project-finder" agent skill from https://github.com/AgentsLoop/awesome-opus-5.5-games/tree/main/.agents/skills/github-project-finder into .agents/skills/github-project-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-project-finder", 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 AgentsLoop/awesome-opus-5.5-games --skill github-project-finder -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AgentsLoop/awesome-opus-5.5-games github-project-finder --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgentsLoop/awesome-opus-5.5-games.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/github-project-finder .cursor/skills/github-project-finder && 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 "github-project-finder" agent skill from https://github.com/AgentsLoop/awesome-opus-5.5-games/tree/main/.agents/skills/github-project-finder into .cursor/skills/github-project-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-project-finder", 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/AgentsLoop/awesome-opus-5.5-games.git --path .agents/skills/github-project-finder--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 AgentsLoop/awesome-opus-5.5-games --skill github-project-finder -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AgentsLoop/awesome-opus-5.5-games github-project-finder --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgentsLoop/awesome-opus-5.5-games.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/github-project-finder .gemini/skills/github-project-finder && 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 "github-project-finder" agent skill from https://github.com/AgentsLoop/awesome-opus-5.5-games/tree/main/.agents/skills/github-project-finder into .gemini/skills/github-project-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-project-finder", 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 AgentsLoop/awesome-opus-5.5-games github-project-finderInstalls 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 AgentsLoop/awesome-opus-5.5-games --skill github-project-finder -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AgentsLoop/awesome-opus-5.5-games.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/github-project-finder .github/skills/github-project-finder && 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 "github-project-finder" agent skill from https://github.com/AgentsLoop/awesome-opus-5.5-games/tree/main/.agents/skills/github-project-finder into .github/skills/github-project-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-project-finder", 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 AgentsLoop/awesome-opus-5.5-games --skill github-project-finder -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AgentsLoop/awesome-opus-5.5-games github-project-finder --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AgentsLoop/awesome-opus-5.5-games.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/github-project-finder .opencode/skills/github-project-finder && 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 "github-project-finder" agent skill from https://github.com/AgentsLoop/awesome-opus-5.5-games/tree/main/.agents/skills/github-project-finder into .opencode/skills/github-project-finder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-project-finder", 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
github-project-finder- GitHub stars
- 174
- Token cost
- ~2.4k tokens
- SKILL.md length
- 1,333 words
- Files
- 1
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- None found
At a glance
Find and verify GitHub projects through reverse-link code search, awesome-list expansion, shared topics, and creator sources.
- Works in 10 steps: Inspect an authoritative showcase or… → Convert a GitHub Pages URL shaped as… → Search incoming links to each seed with… → …
- Project discovery
- SKILL.md covers Establish the search, Avoid duplicate search work, Expand the discovery network and Choose the next pass, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
GitHub Project Finder is an agent skill from AgentsLoop/awesome-opus-5.5-games. Find and verify GitHub projects through reverse-link code search, awesome-list expansion, shared topics, and creator sources. Use for project discovery, similar repositories, and evidence-backed collections with requested counts.
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Codebase onboarding. It works with GitHub. The repository describes itself as: 🎮 300 source-verified AI-built games — rated, categorized, and linked to real GitHub code.
When your agent uses it
- Project discovery
- Similar repositories
- Evidence-backed collections with requested counts
Example prompts
- “/github-project-finder”
Workflow steps
10 steps, taken from the first numbered list in SKILL.md.
- Inspect an authoritative showcase or project directory for the requested method or ecosystem when one exists. Extract game names, creator…
- Convert a GitHub Pages URL shaped as OWNER.github.io/REPO/ into the candidate OWNER/REPO, then verify it through GitHub metadata and…
- Search incoming links to each seed with its full GitHub URL and owner/repo form. Inspect matching files to distinguish recommendations…
- Extract project links from the relevant sections of useful awesome lists, comparison pages, and curated READMEs. Resolve relative links…
- Search incoming links to newly verified projects. Prioritize lists that recommend several relevant seeds. Find related lists through…
- Read seed repository topics. Treat user-described tags as GitHub topics for discovery; use release tags only when the request concerns…
- Search individual distinctive topics and combinations of two or three relevant topics. Expand aliases such as threejs and three-js as…
- Collect topics from verified matches. Rank related topics by recurrence among those matches and measured relevant yield. Discount broad…
- Close the topic-to-list cycle: search incoming links to projects found through topics, inspect the lists that contain them, and extract…
- Search distinctive build phrases, creator statements, project prompts, and other repositories from relevant authors. Trace social…
What it can do on your machine
Read from SKILL.md and the folder at commit 0339e5b. 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
GitHub Project Finder loads about 2.4k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 1,333 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,333 words (~2,402 tokens).
“Turn verified projects into new search seeds. Traverse project links, recommending lists, shared topics, and creator sources. Preserve the user's required project type, technology, development method, time window, and output format.”
- name
- github-project-finder
Files
Just SKILL.md in .agents/skills/github-project-finder of AgentsLoop/awesome-opus-5.5-games.
Open the folder on GitHubat commit 0339e5b
Compare with similar skills
GitHub Project Finder 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 |
|---|---|---|---|---|---|---|
| GitHub Project Finder this skillAgentsLoop/awesome-opus-5.5-games | 174 | — | ~2.4k | Automated safety check: Pass | None | |
| GitDiagram Repository Overviewahmedkhaleel2004/gitdiagram | 18k | — | ~427 | Automated safety check: Pass | MIT | |
| GitDiagram Repo Architectureahmedkhaleel2004/gitdiagram | 18k | — | ~429 | Automated safety check: Pass | MIT | |
| Octocode Code Researchbgauryy/octocode | 949 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Releaseyoanbernabeu/grepai | 1.9k | — | ~918 | Automated safety check: Pass | MIT | |
| BTCA Local Repo Searchstickerdaniel/linkedin-mcp-server | 3.8k | — | ~660 | Automated safety check: Pass | Apache-2.0 |
Similar skills
GitDiagram Repo Architecture
ahmedkhaleel2004/gitdiagram
Explains how a public GitHub repository is built by fetching its GitDiagram architecture diagram, components and optional explainer video.
Octocode Code Research
bgauryy/octocode
Researches code with evidence: traces callers, imports and cross-repo links, diagnoses failures and reports findings with exact file and line references and a confidence label.
Release
yoanbernabeu/grepai
Create a new release for grepai. An agent skill from yoanbernabeu/grepai.
BTCA Local Repo Search
stickerdaniel/linkedin-mcp-server
Searches git repositories cloned locally under a sandbox folder to answer questions with cited links and complete code snippets.
Gh Issue Specifier
POW-Software/ByteSync
Analyze a GitHub issue in depth and produce a detailed specification based on codebase analysis.
Related
Works with
Categories
Questions about GitHub Project Finder
What does GitHub Project Finder do?
Find and verify GitHub projects through reverse-link code search, awesome-list expansion, shared topics, and creator sources. 5-games. Find and verify GitHub projects through reverse-link code search, awesome-list expansion, shared topics, and creator sources.
When should I use GitHub Project Finder?
GitHub Project Finder fits situations like: project discovery; similar repositories; evidence-backed collections with requested counts.
How do I install GitHub Project Finder in Claude Code?
Run `npx skills add AgentsLoop/awesome-opus-5.5-games --skill github-project-finder -a claude-code`. Or copy the skill folder (.agents/skills/github-project-finder in AgentsLoop/awesome-opus-5.5-games) into .claude/skills/github-project-finder in your project. Claude Code loads it when a task matches its description.
How do I install GitHub Project Finder in Codex?
Run `npx skills add AgentsLoop/awesome-opus-5.5-games --skill github-project-finder -a codex`. Or copy the skill folder (.agents/skills/github-project-finder in AgentsLoop/awesome-opus-5.5-games) into .agents/skills/github-project-finder in your project. Codex loads it when a task matches its description.
Can I use GitHub Project Finder 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 AgentsLoop/awesome-opus-5.5-games --skill github-project-finder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/github-project-finder, .gemini/skills/github-project-finder, .github/skills/github-project-finder and .opencode/skills/github-project-finder in your project.
What does GitHub Project Finder need to run?
SKILL.md names no scripts, command-line tools or credentials: GitHub Project Finder is instructions for the agent only.
Does GitHub Project Finder 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 GitHub Project Finder 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 GitHub Project Finder use?
No licence was found for GitHub Project Finder or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does GitHub Project Finder use?
About 2.4k tokens (SKILL.md is roughly 9.6k 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 GitHub Project Finder?
Skills that share tags, products or a category with GitHub Project Finder: GitDiagram Repository Overview (ahmedkhaleel2004/gitdiagram, 18k stars), GitDiagram Repo Architecture (ahmedkhaleel2004/gitdiagram, 18k stars), Octocode Code Research (bgauryy/octocode, 949 stars) and Release (yoanbernabeu/grepai, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains GitHub Project Finder?
AgentsLoop (a GitHub organization) maintains it in AgentsLoop/awesome-opus-5.5-games, which has 174 GitHub stars. The repository was last updated on October 7, 2026.
Source: AgentsLoop/awesome-opus-5.5-games on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.