Convex Agents
waynesutton/builder-skills
Builds AI agents on the Convex agent component: threads, messages, tools that call queries and mutations, streaming, RAG with vector search, and workflows for multi step jobs.
Every product will be AI-powered. An agent skill from aiskillstore/marketplace.
Install AI Product
$ npx skills add aiskillstore/marketplace --skill ai-product -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace ai-product --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sickn33/ai-product .claude/skills/ai-product && 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 "ai-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-product into .claude/skills/ai-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-product", 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/aiskillstore/marketplace/tree/main/skills/sickn33/ai-productType 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 aiskillstore/marketplace --skill ai-product -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace ai-product --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sickn33/ai-product .agents/skills/ai-product && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ai-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-product into .agents/skills/ai-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-product", 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 aiskillstore/marketplace --skill ai-product -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace ai-product --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sickn33/ai-product .cursor/skills/ai-product && 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 "ai-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-product into .cursor/skills/ai-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-product", 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/aiskillstore/marketplace.git --path skills/sickn33/ai-product--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 aiskillstore/marketplace --skill ai-product -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace ai-product --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sickn33/ai-product .gemini/skills/ai-product && 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 "ai-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-product into .gemini/skills/ai-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-product", 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 aiskillstore/marketplace ai-productInstalls 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 aiskillstore/marketplace --skill ai-product -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sickn33/ai-product .github/skills/ai-product && 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 "ai-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-product into .github/skills/ai-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-product", 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 aiskillstore/marketplace --skill ai-product -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace ai-product --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sickn33/ai-product .opencode/skills/ai-product && 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 "ai-product" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/ai-product into .opencode/skills/ai-product/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-product", 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
ai-product- GitHub stars
- 433
- Used in
- 3 other repos
- Token cost
- ~4.9k tokens
- SKILL.md length
- 2,040 words
- Files
- 2
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
Every product will be AI-powered. An agent skill from aiskillstore/marketplace.
- Works in 7 steps: Separate user input → Input sanitization → Output filtering → …
- Tasks that involve Retrieval-augmented generation
- SKILL.md covers Principles, Patterns and Sharp Edges
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
AI Product is an agent skill from aiskillstore/marketplace. Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production.
Its SKILL.md is about 4.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).
It sits in AI & LLM Engineering, covering Retrieval-augmented generation and Structured output and tool calling. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Tasks that involve Retrieval-augmented generation
- Tasks that involve Structured output and tool calling
Example prompts
- “/ai-product”
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Separate user input
- Input sanitization
- Output filtering
- Least privilege
- Better prompts
- RAG
- Fine-tuning (last resort)
What it can do on your machine
Read from SKILL.md and the folder at commit 44923f3. 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 (its code samples are typescript).
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
AI Product loads about 4.9k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 2,040 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 2,040 words (~4,946 tokens).
“Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production.”
- name
- ai-product
- risk
- safe
- source
- vibeship-spawner-skills (Apache 2.0)
- date_added
- 2026-02-27
Files
SKILL.md and 1 other file in skills/sickn33/ai-product of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit 44923f3
Used in 3 other repositories
We found 9 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- sickn33/agentic-awesome-skillsskills/ai-productplugins/agentic-awesome-skills/skills/ai-product+1 more
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/ai-productantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/ai-product+1 more
- henryalouf/ruflow.agents/skills/ai-productsrc/antigravity-awesome-skills/plugins/antigravity-awesome-skills/skills/ai-product+1 more
Compare with similar skills
AI Product 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 |
|---|---|---|---|---|---|---|
| AI Product this skillaiskillstore/marketplace | 433 | 3 repos | ~4.9k | Automated safety check: Pass | None | |
| Convex Agentswaynesutton/builder-skills | 406 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| Building Agent Systemstelagod/code-abyss | 244 | — | ~691 | Automated safety check: Pass | MIT | |
| MLtelagod/code-abyss | 244 | — | ~566 | Automated safety check: Pass | MIT | |
| LLM Integrationrohitg00/awesome-claude-code-toolkit | 2.7k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Mistral Core Workflow Bjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~889 | Automated safety check: Pass | MIT |
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Related
Categories
Questions about AI Product
What does AI Product do?
Every product will be AI-powered. An agent skill from aiskillstore/marketplace. AI Product is an agent skill from aiskillstore/marketplace. Every product will be AI-powered.
When should I use AI Product?
AI Product fits situations like: tasks that involve Retrieval-augmented generation; tasks that involve Structured output and tool calling.
How do I install AI Product in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill ai-product -a claude-code`. Or copy the skill folder (skills/sickn33/ai-product in aiskillstore/marketplace) into .claude/skills/ai-product in your project. Claude Code loads it when a task matches its description.
How do I install AI Product in Codex?
Run `npx skills add aiskillstore/marketplace --skill ai-product -a codex`. Or copy the skill folder (skills/sickn33/ai-product in aiskillstore/marketplace) into .agents/skills/ai-product in your project. Codex loads it when a task matches its description.
Can I use AI Product 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 aiskillstore/marketplace --skill ai-product -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-product, .gemini/skills/ai-product, .github/skills/ai-product and .opencode/skills/ai-product in your project.
What does AI Product need to run?
SKILL.md names no scripts, command-line tools or credentials: AI Product is instructions for the agent only.
Does AI Product 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 AI Product 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 AI Product use?
No licence was found for AI Product or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does AI Product use?
About 4.9k tokens (SKILL.md is roughly 20k 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 AI Product?
Skills that share tags, products or a category with AI Product: Convex Agents (waynesutton/builder-skills, 406 stars), Building Agent Systems (telagod/code-abyss, 244 stars), ML (telagod/code-abyss, 244 stars) and LLM Integration (rohitg00/awesome-claude-code-toolkit, 2.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains AI Product?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.