GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Fetching GitHub repo or trending info via gh CLI and rendering beautiful SVG/PNG card images.
Apache-2.0Auto-check passed
Install GitHub Repo Cards
$ npx skills add ob-labs/agentseek --skill github-repo-cards -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ob-labs/agentseek github-repo-cards --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/ob-labs/agentseek.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/github-repo-cards .claude/skills/github-repo-cards && 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-repo-cards" agent skill from https://github.com/ob-labs/agentseek/tree/main/skills/github-repo-cards into .claude/skills/github-repo-cards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-repo-cards", 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/ob-labs/agentseek/tree/main/skills/github-repo-cardsType 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 ob-labs/agentseek --skill github-repo-cards -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ob-labs/agentseek github-repo-cards --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ob-labs/agentseek.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/github-repo-cards .agents/skills/github-repo-cards && 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-repo-cards" agent skill from https://github.com/ob-labs/agentseek/tree/main/skills/github-repo-cards into .agents/skills/github-repo-cards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-repo-cards", 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 ob-labs/agentseek --skill github-repo-cards -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ob-labs/agentseek github-repo-cards --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ob-labs/agentseek.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/github-repo-cards .cursor/skills/github-repo-cards && 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-repo-cards" agent skill from https://github.com/ob-labs/agentseek/tree/main/skills/github-repo-cards into .cursor/skills/github-repo-cards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-repo-cards", 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/ob-labs/agentseek.git --path skills/github-repo-cards--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 ob-labs/agentseek --skill github-repo-cards -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ob-labs/agentseek github-repo-cards --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ob-labs/agentseek.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/github-repo-cards .gemini/skills/github-repo-cards && 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-repo-cards" agent skill from https://github.com/ob-labs/agentseek/tree/main/skills/github-repo-cards into .gemini/skills/github-repo-cards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-repo-cards", 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 ob-labs/agentseek github-repo-cardsInstalls 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 ob-labs/agentseek --skill github-repo-cards -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ob-labs/agentseek.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/github-repo-cards .github/skills/github-repo-cards && 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-repo-cards" agent skill from https://github.com/ob-labs/agentseek/tree/main/skills/github-repo-cards into .github/skills/github-repo-cards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-repo-cards", 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 ob-labs/agentseek --skill github-repo-cards -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ob-labs/agentseek github-repo-cards --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ob-labs/agentseek.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/github-repo-cards .opencode/skills/github-repo-cards && 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-repo-cards" agent skill from https://github.com/ob-labs/agentseek/tree/main/skills/github-repo-cards into .opencode/skills/github-repo-cards/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "github-repo-cards", 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-repo-cards- GitHub stars
- 192
- Token cost
- ~517 tokens
- SKILL.md length
- 222 words
- Files
- 3 (incl. scripts)
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Fetching GitHub repo or trending info via gh CLI and rendering beautiful SVG/PNG card images.
- Works in 2 steps: Repo Card — given /, produce a card… → Trending Card — fetch today's trending…
- Asked to visualize repo stats
- SKILL.md covers Capabilities, Workflows, Output and Requirements
- Runs Python scripts from its folder; calls uv and gh
What it does
GitHub Repo Cards is an agent skill from ob-labs/agentseek. Fetching GitHub repo or trending info via gh CLI and rendering beautiful SVG/PNG card images. Use when asked to visualize repo stats, trending repos, or generate GitHub-style cards.
Its SKILL.md is about 520 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/gh_repo_card.py` and `scripts/gh_trending_card.py`).
It works with GitHub and Python. The repository describes itself as: AgentSeek is an application development lifecycle toolkit for AI ecosystem apps, built by OceanBase OSS Team. The licence is Apache-2.0.
When your agent uses it
- Asked to visualize repo stats
- Generate GitHub-style cards
Example prompts
- “/github-repo-cards”
Requirements
- Python 3
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Repo Card — given /, produce a card showing
- Trending Card — fetch today's trending repos and render a list card with
What it can do on your machine
Read from SKILL.md and the folder at commit 8abad49. 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
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
uvgh
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv and gh, which can reach the network depending on how they are called.
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 Repo Cards loads about 517 tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 222 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); the scripts in this folder are not scanned.
SKILL.md
The full file from ob-labs/agentseek at commit 8abad49, republished under its Apache-2.0 licence (© ob-labs). 222 words, ~517 tokens.
Download SKILL.mdSave it as
.claude/skills/github-repo-cards/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- github-repo-cards
- description
- Fetching GitHub repo or trending info via gh CLI and rendering beautiful SVG/PNG card images. Use when asked to visualize repo stats, trending repos, or generate GitHub-style cards.
GitHub Repo Cards
Generate beautiful GitHub-style SVG card images for repositories or trending projects, then convert them to PNG.
Capabilities
Repo Card — given
<org>/<repo>, produce a card showing:- Basic info (name, description, language, license)
- Star & commit activity sparkline
- Top N contributors (avatars + commit counts)
- A customisable "analysis" text block
Trending Card — fetch today's trending repos and render a list card with:
- Repo name, description, language badge
- Star / fork counts
- Recent commit activity sparkline (mini bar chart)
Workflows
Generate a Repo Card
uv run scripts/gh_repo_card.py <org>/<repo> [--top-n 5] [--analysis "Your analysis text here"] [--output card.svg]The script path is relative to this skill directory:
skills/github-repo-cards/scripts/gh_repo_card.py
This will:
- Call
ghto fetch repo metadata, stargazer counts, commit activity, and top contributors. - Render an SVG card with all the information.
- Convert the SVG to PNG via
rsvg-convert(falls back to ImageMagickconvert).
Generate a Trending Card
uv run scripts/gh_trending_card.py [--language python] [--since daily] [--limit 10] [--output trending.svg]The script path is relative to this skill directory: scripts/gh_trending_card.py
This will:
- Scrape GitHub trending page (or use
gh apisearch with recent star sorting). - Render a multi-row SVG list card.
- Convert to PNG.
Output
SVG and PNG files are written to the current working directory (or the path given by --output). The PNG file shares the same base name.
Requirements
ghCLI authenticated (gh auth status)rsvg-convert(librsvg) or ImageMagickconvertfor SVG→PNG- Python ≥ 3.12, run via
uv run(PEP 723 inline metadata)
© ob-labs, Apache-2.0. 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 2 other files (scripts) in skills/github-repo-cards of ob-labs/agentseek.
- SKILL.md
- scripts/gh_repo_card.py
- scripts/gh_trending_card.py
Open the folder on GitHubat commit 8abad49
Compare with similar skills
GitHub Repo Cards 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 Repo Cards this skillob-labs/agentseek | 192 | — | ~517 | Automated safety check: Pass | Apache-2.0 | |
| GitHub Deep Researchbytedance/deer-flow | 83k | 5 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Update V8 Versionopeninterpreter/openinterpreter | 69k | 2 repos | ~845 | Automated safety check: Pass | Apache-2.0 | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.8k | Automated safety check: Notes | MIT | |
| Summarise Ecosystem Resultsastral-sh/ruff | 50k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Merge Dependabot PRsonyx-dot-app/onyx | 32k | 1 repos | ~2.2k | Automated safety check: Pass | MIT |
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Update V8 Version
openinterpreter/openinterpreter
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Last30days
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Related
Questions about GitHub Repo Cards
What does GitHub Repo Cards do?
Fetching GitHub repo or trending info via gh CLI and rendering beautiful SVG/PNG card images. GitHub Repo Cards is an agent skill from ob-labs/agentseek. Fetching GitHub repo or trending info via gh CLI and rendering beautiful SVG/PNG card images.
When should I use GitHub Repo Cards?
GitHub Repo Cards fits situations like: asked to visualize repo stats; generate GitHub-style cards.
How do I install GitHub Repo Cards in Claude Code?
Run `npx skills add ob-labs/agentseek --skill github-repo-cards -a claude-code`. Or copy the skill folder (skills/github-repo-cards in ob-labs/agentseek) into .claude/skills/github-repo-cards in your project. Claude Code loads it when a task matches its description.
How do I install GitHub Repo Cards in Codex?
Run `npx skills add ob-labs/agentseek --skill github-repo-cards -a codex`. Or copy the skill folder (skills/github-repo-cards in ob-labs/agentseek) into .agents/skills/github-repo-cards in your project. Codex loads it when a task matches its description.
Can I use GitHub Repo Cards 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 ob-labs/agentseek --skill github-repo-cards -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-repo-cards, .gemini/skills/github-repo-cards, .github/skills/github-repo-cards and .opencode/skills/github-repo-cards in your project.
What does GitHub Repo Cards need to run?
Going by SKILL.md and its folder, GitHub Repo Cards needs Python for the scripts in its folder and the command-line tools its instructions call (uv and gh). Our summary lists: Python 3.
Does GitHub Repo Cards access the network?
SKILL.md contains no URLs. Its commands use uv and gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is GitHub Repo Cards 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does GitHub Repo Cards use?
GitHub Repo Cards is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does GitHub Repo Cards use?
About 517 tokens (SKILL.md is roughly 2.1k 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 Repo Cards?
Skills that share tags, products or a category with GitHub Repo Cards: GitHub Deep Research (bytedance/deer-flow, 83k stars), Update V8 Version (openinterpreter/openinterpreter, 69k stars), Last30days (mvanhorn/last30days-skill, 64k stars) and Summarise Ecosystem Results (astral-sh/ruff, 50k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains GitHub Repo Cards?
ob-labs (a GitHub organization) maintains it in ob-labs/agentseek, which has 192 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on September 21, 2026.
Source: ob-labs/agentseek on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.