Get API Docs with chub
andrewyng/context-hub
Fetches current documentation for third-party APIs and SDKs with the chub CLI before the agent writes code against them, instead of relying on remembered API shapes.
Build or refresh a product README showcase using a seeded Bag of Words workspace, polished in-product screenshots, and repository-ready visual assets.
Install Readme Showcase
$ npx skills add bagofwords1/bagofwords --skill readme-showcase -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bagofwords1/bagofwords readme-showcase --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/bagofwords1/bagofwords.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/readme-showcase .claude/skills/readme-showcase && 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 "readme-showcase" agent skill from https://github.com/bagofwords1/bagofwords/tree/main/.agents/skills/readme-showcase into .claude/skills/readme-showcase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-showcase", 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/bagofwords1/bagofwords/tree/main/.agents/skills/readme-showcaseType 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 bagofwords1/bagofwords --skill readme-showcase -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bagofwords1/bagofwords readme-showcase --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bagofwords1/bagofwords.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/readme-showcase .agents/skills/readme-showcase && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "readme-showcase" agent skill from https://github.com/bagofwords1/bagofwords/tree/main/.agents/skills/readme-showcase into .agents/skills/readme-showcase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-showcase", 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 bagofwords1/bagofwords --skill readme-showcase -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bagofwords1/bagofwords readme-showcase --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bagofwords1/bagofwords.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/readme-showcase .cursor/skills/readme-showcase && 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 "readme-showcase" agent skill from https://github.com/bagofwords1/bagofwords/tree/main/.agents/skills/readme-showcase into .cursor/skills/readme-showcase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-showcase", 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/bagofwords1/bagofwords.git --path .agents/skills/readme-showcase--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 bagofwords1/bagofwords --skill readme-showcase -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bagofwords1/bagofwords readme-showcase --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bagofwords1/bagofwords.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/readme-showcase .gemini/skills/readme-showcase && 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 "readme-showcase" agent skill from https://github.com/bagofwords1/bagofwords/tree/main/.agents/skills/readme-showcase into .gemini/skills/readme-showcase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-showcase", 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 bagofwords1/bagofwords readme-showcaseInstalls 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 bagofwords1/bagofwords --skill readme-showcase -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bagofwords1/bagofwords.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/readme-showcase .github/skills/readme-showcase && 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 "readme-showcase" agent skill from https://github.com/bagofwords1/bagofwords/tree/main/.agents/skills/readme-showcase into .github/skills/readme-showcase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-showcase", 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 bagofwords1/bagofwords --skill readme-showcase -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bagofwords1/bagofwords readme-showcase --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bagofwords1/bagofwords.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/readme-showcase .opencode/skills/readme-showcase && 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 "readme-showcase" agent skill from https://github.com/bagofwords1/bagofwords/tree/main/.agents/skills/readme-showcase into .opencode/skills/readme-showcase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "readme-showcase", 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
readme-showcase- GitHub stars
- 459
- Token cost
- ~1.8k tokens
- SKILL.md length
- 985 words
- Files
- 2
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Build or refresh a product README showcase using a seeded Bag of Words workspace, polished in-product screenshots, and repository-ready visual assets.
- Works in 5 steps: Define the Story → Build the Demo Workspace → Capture Clean Product States → …
- Positioning has changed
- SKILL.md covers Ground Rules, Workflow and Verification
- Calls git
What it does
Readme Showcase is an agent skill from bagofwords1/bagofwords. Build or refresh a product README showcase using a seeded Bag of Words workspace, polished in-product screenshots, and repository-ready visual assets. Use when positioning has changed, README screenshots are stale, a launch/demo workspace is needed, or the user asks to populate agents, reports, dashboards, evals, automations, connectors, or monitoring for product storytelling.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Development, covering Technical documentation, LLM evaluation and Storytelling. The repository describes itself as: Chat with your data - with memory, rules, and observability built in. Deploy in 2 minutes.
When your agent uses it
- Positioning has changed
- README screenshots are stale
- A launch/demo workspace is needed
- The user asks to populate agents
Example prompts
- “/readme-showcase”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Define the Story
- Build the Demo Workspace
- Capture Clean Product States
- Add Painted Backdrops
- Update the README
What it can do on your machine
Read from SKILL.md and the folder at commit f227059. 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
Shell commands in SKILL.md call:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, 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
Readme Showcase loads about 1.8k tokens when it runs. Until then it costs about 99 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 (~1,842 tokens).
“Create a credible demo workspace first, then capture the product as it actually works. Treat the README copy, seeded state, and screenshots as one deliverable.”
- name
- readme-showcase
Files
SKILL.md and 1 other file in .agents/skills/readme-showcase of bagofwords1/bagofwords.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit f227059
Compare with similar skills
Readme Showcase 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 |
|---|---|---|---|---|---|---|
| Readme Showcase this skillbagofwords1/bagofwords | 459 | — | ~1.8k | Automated safety check: Pass | Custom licence | |
| Get API Docs with chubandrewyng/context-hub | 14k | 1 repos | ~775 | Automated safety check: Pass | MIT | |
| Adk Sample Creatorgoogle/adk-python | 22k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Create SkillHyk260/PureChat | 546 | 1 repos | ~823 | Automated safety check: Pass | MIT | |
| Env And Assets Bootstraplllllllama/RigorPilot-Skills | 497 | 1 repos | ~592 | Automated safety check: Pass | MIT | |
| Cxas Agent FoundryGoogleCloudPlatform/cxas-scrapi | 107 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 |
Similar skills
- Official
Adk Sample Creator
google/adk-python
Creates a new sample agent in the ADK Python repository — the sample directory, its agent.py, and its README.md — following the conventions the existing samples already use.
Create Skill
Hyk260/PureChat
Create a new skill in the current repository. An agent skill from Hyk260/PureChat.
Env And Assets Bootstrap
lllllllama/RigorPilot-Skills
Rigor Setup skill for README-first deep learning repo reproduction.
Cxas Agent Foundry
GoogleCloudPlatform/cxas-scrapi
End-to-end GECX/CXAS/CES conversational agent lifecycle -- build agents from requirements (PRD-to-agent), create and run evals (goldens, simulations, tool tests, callback tests), debug failures, and…
Add Benchmark
ai-twinkle/Eval
為 Twinkle Eval 新增一個評測 benchmark（IFEval、BFCL、RAGAS、Text2SQL、Vision MCQ 之類）。涵蓋 CLAUDE.md §6 的完整強制流程：先建 Milestone 與 6 個 Issue、準備 example dataset、實作 Extractor + Scorer 並註冊 PRESETS、與參考框架做分數與速度對比、撰寫…
More from bagofwords1/bagofwords
All 13 skills in this repoUI Audit
bagofwords1/bagofwords
Exhaustively audit the UI control by control and role by role — enumerate every button, link, and input on a set of pages, write down what each is supposed to do (derived from the handler code and…
Add Connection Type
bagofwords1/bagofwords
Add a new data source / connection type (e.g. An agent skill from bagofwords1/bagofwords.
Add LLM Provider Or Model
bagofwords1/bagofwords
Add a new LLM model to the preset catalog, or a whole new LLM provider — with the mandatory pre-flight verification of model id, pricing, and context window against the provider's official docs.
Docs Update
bagofwords1/bagofwords
Update the product docs at docs.bagofwords.com (Mintlify) with text and fresh screenshots after a user-facing change ships.
Localization
bagofwords1/bagofwords
The locale/i18n architecture of bagofwords — catalogs, resolution order, RTL, backend contracts — and the procedures for adding strings, adding a locale, or translating UI.
QA
bagofwords1/bagofwords
Run a live QA pass over the app — first map all user-facing functionality, then boot the full stack and manually exercise flows with Playwright, recording pass/fail evidence and filing a QA report.
Related
Categories
Questions about Readme Showcase
What does Readme Showcase do?
Build or refresh a product README showcase using a seeded Bag of Words workspace, polished in-product screenshots, and repository-ready visual assets. Readme Showcase is an agent skill from bagofwords1/bagofwords. Build or refresh a product README showcase using a seeded Bag of Words workspace, polished in-product screenshots, and repository-ready visual assets.
When should I use Readme Showcase?
Readme Showcase fits situations like: positioning has changed; README screenshots are stale; A launch/demo workspace is needed; the user asks to populate agents.
How do I install Readme Showcase in Claude Code?
Run `npx skills add bagofwords1/bagofwords --skill readme-showcase -a claude-code`. Or copy the skill folder (.agents/skills/readme-showcase in bagofwords1/bagofwords) into .claude/skills/readme-showcase in your project. Claude Code loads it when a task matches its description.
How do I install Readme Showcase in Codex?
Run `npx skills add bagofwords1/bagofwords --skill readme-showcase -a codex`. Or copy the skill folder (.agents/skills/readme-showcase in bagofwords1/bagofwords) into .agents/skills/readme-showcase in your project. Codex loads it when a task matches its description.
Can I use Readme Showcase 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 bagofwords1/bagofwords --skill readme-showcase -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/readme-showcase, .gemini/skills/readme-showcase, .github/skills/readme-showcase and .opencode/skills/readme-showcase in your project.
What does Readme Showcase need to run?
Going by SKILL.md and its folder, Readme Showcase needs the command-line tools its instructions call (git).
Does Readme Showcase access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Readme Showcase 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 Readme Showcase use?
Readme Showcase 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 Readme Showcase use?
About 1.8k tokens (SKILL.md is roughly 7.4k 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 Readme Showcase?
Skills that share tags, products or a category with Readme Showcase: Get API Docs with chub (andrewyng/context-hub, 14k stars), Adk Sample Creator (google/adk-python, 22k stars), Create Skill (Hyk260/PureChat, 546 stars) and Env And Assets Bootstrap (lllllllama/RigorPilot-Skills, 497 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Readme Showcase?
bagofwords1 (a GitHub organization) maintains it in bagofwords1/bagofwords, which has 459 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 9, 2026.
Source: bagofwords1/bagofwords on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.