AI Engineering Placement Quiz
rohitg00/ai-engineering-from-scratch
Runs a 10-question quiz across five areas to place a learner in the AI Engineering from Scratch curriculum, so they skip what they already know.
Product orchestrator for Prodig Suites that guides product planning, routes work to specialists, and coordinates execution across the product lifecycle.
$ npx skills add pawbytes/skill-suites --skill paw-ps-agent-product-builder -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install pawbytes/skill-suites paw-ps-agent-product-builder --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/pawbytes/skill-suites.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/prodig/paw-ps-agent-product-builder .claude/skills/paw-ps-agent-product-builder && 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 "paw-ps-agent-product-builder" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-agent-product-builder into .claude/skills/paw-ps-agent-product-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-agent-product-builder", 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/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-agent-product-builderType 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 pawbytes/skill-suites --skill paw-ps-agent-product-builder -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install pawbytes/skill-suites paw-ps-agent-product-builder --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawbytes/skill-suites.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/prodig/paw-ps-agent-product-builder .agents/skills/paw-ps-agent-product-builder && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paw-ps-agent-product-builder" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-agent-product-builder into .agents/skills/paw-ps-agent-product-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-agent-product-builder", 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 pawbytes/skill-suites --skill paw-ps-agent-product-builder -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install pawbytes/skill-suites paw-ps-agent-product-builder --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawbytes/skill-suites.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/prodig/paw-ps-agent-product-builder .cursor/skills/paw-ps-agent-product-builder && 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 "paw-ps-agent-product-builder" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-agent-product-builder into .cursor/skills/paw-ps-agent-product-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-agent-product-builder", 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/pawbytes/skill-suites.git --path src/prodig/paw-ps-agent-product-builder--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 pawbytes/skill-suites --skill paw-ps-agent-product-builder -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install pawbytes/skill-suites paw-ps-agent-product-builder --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawbytes/skill-suites.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/prodig/paw-ps-agent-product-builder .gemini/skills/paw-ps-agent-product-builder && 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 "paw-ps-agent-product-builder" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-agent-product-builder into .gemini/skills/paw-ps-agent-product-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-agent-product-builder", 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 pawbytes/skill-suites paw-ps-agent-product-builderInstalls 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 pawbytes/skill-suites --skill paw-ps-agent-product-builder -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/pawbytes/skill-suites.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/prodig/paw-ps-agent-product-builder .github/skills/paw-ps-agent-product-builder && 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 "paw-ps-agent-product-builder" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-agent-product-builder into .github/skills/paw-ps-agent-product-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-agent-product-builder", 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 pawbytes/skill-suites --skill paw-ps-agent-product-builder -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install pawbytes/skill-suites paw-ps-agent-product-builder --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawbytes/skill-suites.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/prodig/paw-ps-agent-product-builder .opencode/skills/paw-ps-agent-product-builder && 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 "paw-ps-agent-product-builder" agent skill from https://github.com/pawbytes/skill-suites/tree/main/src/prodig/paw-ps-agent-product-builder into .opencode/skills/paw-ps-agent-product-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paw-ps-agent-product-builder", 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.
paw-ps-agent-product-builderProduct orchestrator for Prodig Suites that guides product planning, routes work to specialists, and coordinates execution across the product lifecycle.
Paw Ps Agent Product Builder is an agent skill from pawbytes/skill-suites. Product orchestrator for Prodig Suites that guides product planning, routes work to specialists, and coordinates execution across the product lifecycle. Use when the user is shaping a digital product, deciding next steps, or needs help choosing the right Prodig specialist or workflow. Triggers: 'prodig', 'digital product', 'product idea', 'product planning', 'which product agent should I use', 'SaaS planning', 'course creation', 'template pack', 'productized service'.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including reference files (for example `references/context-router.md`, `references/init-sidecar.md` and `references/memory-management.md`).
It sits in Education, covering Curriculum and course design. The repository describes itself as: 50+ AI agent skills for Claude, Codex, OpenClaw etc — agentic marketing automation, AI creative agency, and developer productivity tools. The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 547a6df. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Paw Ps Agent Product Builder loads about 2.3k tokens when it runs, and up to ~17k if it reads all its reference files. Until then it costs about 125 tokens; SKILL.md has 852 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.
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.
The full file from pawbytes/skill-suites at commit 547a6df, republished under its MIT licence (© pawbytes). 852 words, ~2,318 tokens.
.claude/skills/paw-ps-agent-product-builder/SKILL.md (or your agent's skills folder). This skill also uses 10 other files; get the full folder from GitHub.Strategic product commander and primary interface for Prodig Suites. Moves users from raw ideas to production-ready digital products through intelligent routing, context preservation, and coordinated execution across research, audience, strategy, and production specialists.
Args: Supports --headless / -H for autonomous execution. Named tasks: --headless:status (current product overview), --headless:diagnose (stage assessment).
Output: Product coordination artifacts, routing decisions, handoff prompts, progress tracking.
I am a strategic product commander — calm, decisive, and deeply context-aware. I serve as the user's primary operator across the full product creation lifecycle, from vague idea to production-ready artifact. I maintain continuity across sessions, route work to the right specialists, and ensure nothing gets lost between stages.
Examples:
Load available config from {project-root}/.pawbytes/config/config.yaml and {project-root}/.pawbytes/config/config.user.yaml if present. Resolve and apply throughout the session (defaults in parens):
{user_name} (null) — address the user by name{communication_language} (system) — use for all communications{document_output_language} (system) — use for generated document content{default_product_family} (knowledge) — assumed product type when ambiguous{default_quality_bar} (production-ready) — target quality level{default_research_depth} (standard) — how deep research runs goSidecar Initialization: Check for shared memory at {project-root}/.pawbytes/prodig-suites/memory/paw-ps-sidecar/index.md. If absent, load ./references/init-sidecar.md and scaffold the memory structure.
Product Discovery: Use Glob pattern .pawbytes/prodig-suites/products/*/product-context.md to discover existing products. Each match represents one product workspace.
Greet the user and offer context-aware options:
| Capability | Route |
|---|---|
| Stage Diagnosis | Load ./references/stage-diagnosis.md |
| Context Routing | Load ./references/context-router.md |
| Specialist Routing | Load ./references/specialist-routing.md |
| Workflow Triggering | Load ./references/workflow-routing.md |
| Product Initialization | Load ./references/product-initialization.md |
| Memory Management | Load ./references/memory-management.md |
| Progress Tracking | Load ./references/progress-tracking.md |
| Quality Gates | Load ./references/quality-gates.md |
When the user interacts with Prodig Suites:
Shared memory root: {project-root}/.pawbytes/prodig-suites/memory/paw-ps-sidecar/
Product workspaces: {project-root}/.pawbytes/prodig-suites/products/{product-slug}/
Generated artifacts: {project-root}/.pawbytes/prodig-suites/artifacts/
Sidecar structure:
.pawbytes/prodig-suites/memory/paw-ps-sidecar/
├── index.md # Orientation file
├── daily/
│ └── YYYY-MM-DD.md # Session logs
└── curated/
├── product-context.md # Current active product
├── market-intelligence.md # Research synthesis
├── audience-intelligence.md # Customer understanding
├── product-decisions.md # Decision log
├── output-standards.md # Quality bar
└── product-types/
├── knowledge-products.md
├── template-products.md
├── software-products.md
└── service-products.mdIf no product slug is known, offer to create a new product or select from existing.
This skill uses progressive disclosure for product-type guidance:
./references/product-types-index.csv — lightweight index of product familiesfamily columnAs the orchestrator, this skill routes to specialists based on user needs:
| Signal | Routes To | Stage |
|---|---|---|
| Idea expansion, concept shaping | paw-ps-discovery | Discovery |
| Competitor analysis, market research | paw-ps-research | Research |
| Customer insights, persona building | paw-ps-audience | Audience |
| Product definition, scope, packaging | paw-ps-strategist | Strategy |
| Course, ebook, membership creation | paw-ps-knowledge-executor | Execution |
| Templates, prompt packs, digital kits | paw-ps-template-executor | Execution |
| SaaS, apps, AI tools | paw-ps-software-executor | Execution |
| Productized services, consulting packages | paw-ps-service-executor | Execution |
| Research → brief synthesis | paw-ps-research-to-brief | Synthesis |
| Brief → plan synthesis | paw-ps-concept-to-product-plan | Synthesis |
| Package product artifacts | paw-ps-product-package-assembler | Packaging |
| Readiness review | paw-ps-publish-ready-check | Quality |
Routing heuristics:
Every coordination deliverable includes:
Discovery → Research → Audience → Strategy → Execution → Packaging → Readiness
│ │ │ │ │ │ │
▼ ▼ ▼ ▼ ▼ ▼ ▼
Discovery Research Audience Strategist Executor Assembler QC
Agent Agent Agent Agent Agent Workflow WorkflowStage progression rules:
© pawbytes, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 10 other files (references) in src/prodig/paw-ps-agent-product-builder of pawbytes/skill-suites.
Open the folder on GitHubat commit 547a6df
Paw Ps Agent Product Builder 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 |
|---|---|---|---|---|---|---|
| Paw Ps Agent Product Builder this skillpawbytes/skill-suites | 113 | — | ~2.3k | Automated safety check: Pass | MIT | |
| AI Engineering Placement Quizrohitg00/ai-engineering-from-scratch | 66k | — | ~2k | Automated safety check: Pass | MIT | |
| K-12 Core Literacy Lesson DesignTHU-MAIC/OpenMAIC | 40k | — | ~2.4k | Automated safety check: Pass | MIT | |
| AnythingAtlasLiuziyu77/AnythingAtlas | 195 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | |
| Codex Skill Self-AssessmentFlorianBruniaux/claude-code-ultimate-guide | 6.1k | — | ~2.3k | Automated safety check: Pass | CC-BY-SA-4.0 | |
| Curriculum PlannerTHU-MAIC/OpenMAIC | 40k | — | ~2.8k | Automated safety check: Pass | MIT |
rohitg00/ai-engineering-from-scratch
Runs a 10-question quiz across five areas to place a learner in the AI Engineering from Scratch curriculum, so they skip what they already know.
THU-MAIC/OpenMAIC
Designs a Chinese K-12 classroom for one OpenMAIC stage around the core-literacy model, using authentic tasks, performance assessment and observable evidence.
Liuziyu77/AnythingAtlas
Researches an unfamiliar topic and delivers a verified resource guide and a staged, timed learning roadmap as matching Markdown and HTML files.
FlorianBruniaux/claude-code-ultimate-guide
Runs an interactive quiz in a quick or comprehensive mode, scores your skill level by topic and generates a personalized learning path with practice projects.
THU-MAIC/OpenMAIC
Plans a multi-classroom series such as a seven-day course, clarifies the brief in rounds, gets sign-off on the full lesson list, then builds each stage in a shared folder.
madhvantyagi/Gnos
Design and revise a course's goal, progression, prerequisites, and sources.
pawbytes/skill-suites
Installs the Prodig Suites product-creation module into a project, scaffolding its workspace folders and writing the shared and personal config files.
pawbytes/skill-suites
Cuts long-form video into short platform-ready clips: finds strong moments, reframes for vertical, adds subtitles and brand overlays, and writes a clip manifest.
pawbytes/skill-suites
Assembles branded, export-ready proposals from brief, research, and pricing artifacts — type-adaptive for pitch, RFP, or scoping.
pawbytes/skill-suites
Turns pasted text, audio, video or URLs from a client into a structured, completeness-checked brief.md for the first stage of a proposal pipeline.
pawbytes/skill-suites
Turns case studies, past proposals and boilerplate dropped into a library inbox into structured, source-linked indexes for later proposal work.
pawbytes/skill-suites
Turns a structured sales brief into an evidence-backed HTML research dossier, matching indexed case studies locally and gathering client, tech-stack and pricing evidence from the web.
Categories
Product orchestrator for Prodig Suites that guides product planning, routes work to specialists, and coordinates execution across the product lifecycle. Paw Ps Agent Product Builder is an agent skill from pawbytes/skill-suites. Product orchestrator for Prodig Suites that guides product planning, routes work to specialists, and coordinates execution across the product lifecycle.
Paw Ps Agent Product Builder fits situations like: the user is shaping a digital product; deciding next steps; needs help choosing the right Prodig specialist.
Run `npx skills add pawbytes/skill-suites --skill paw-ps-agent-product-builder -a claude-code`. Or copy the skill folder (src/prodig/paw-ps-agent-product-builder in pawbytes/skill-suites) into .claude/skills/paw-ps-agent-product-builder in your project. Claude Code loads it when a task matches its description.
Run `npx skills add pawbytes/skill-suites --skill paw-ps-agent-product-builder -a codex`. Or copy the skill folder (src/prodig/paw-ps-agent-product-builder in pawbytes/skill-suites) into .agents/skills/paw-ps-agent-product-builder in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add pawbytes/skill-suites --skill paw-ps-agent-product-builder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paw-ps-agent-product-builder, .gemini/skills/paw-ps-agent-product-builder, .github/skills/paw-ps-agent-product-builder and .opencode/skills/paw-ps-agent-product-builder in your project.
SKILL.md names no scripts, command-line tools or credentials: Paw Ps Agent Product Builder is instructions for the agent only.
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.
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.
Paw Ps Agent Product Builder is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 14k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Paw Ps Agent Product Builder: AI Engineering Placement Quiz (rohitg00/ai-engineering-from-scratch, 66k stars), K-12 Core Literacy Lesson Design (THU-MAIC/OpenMAIC, 40k stars), AnythingAtlas (Liuziyu77/AnythingAtlas, 195 stars) and Codex Skill Self-Assessment (FlorianBruniaux/claude-code-ultimate-guide, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
pawbytes (a GitHub organization) maintains it in pawbytes/skill-suites, which has 113 GitHub stars. The repository holds 71 skills in this directory. The repository was last updated on October 3, 2026.
Source: pawbytes/skill-suites on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.