#854 by GitHub stars
TechNomadCode/AI-Product-Development-Toolkit
Plan, build and launch products with AI: guided planning prompts, an AI App Starter for Next.js, Supabase and Vercel, and agent configurations.
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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agent-skills/mvp-plan/SKILL.md
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agent-skills/mvp-scope/SKILL.md
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agent-skills/nextjs-supabase-vercel/SKILL.md
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agent-skills/remotion-video/SKILL.md
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Verified commit cb7956e66a7ad2c4cd3c8ca07e399c2d1c269607
git clone --filter=blob:none --no-checkout https://github.com/TechNomadCode/AI-Product-Development-Toolkit.git .hotskills/technomadcode-ai-product-development-toolkit && git -C .hotskills/technomadcode-ai-product-development-toolkit checkout --detach cb7956e66a7ad2c4cd3c8ca07e399c2d1c269607
# Copy each selected skill directory from .hotskills/technomadcode-ai-product-development-toolkit into .agents/skills/<skill-name>/Heat
5.7- Star growth, last 7 daysAhead of 83% of tracked repositories
- Star growth, last 24 hoursAhead of 72% of tracked repositories
- Rank movement, last 7 daysAhead of 22% of tracked repositories
- Commits, last 30 daysAhead of 64% of tracked repositories
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekAhead of 0% of tracked repositories
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
Individual skills in this repository
- mvp-plan
agent-skills/mvp-plan - mvp-scope
agent-skills/mvp-scope - nextjs-supabase-vercel
agent-skills/nextjs-supabase-vercel - prd
agent-skills/prd - remotion-video
agent-skills/remotion-video - test-plan
agent-skills/test-plan - user-research
agent-skills/user-research - ux
agent-skills/ux
How it works
mvp-plan
When your agent uses it
Plan the MVP build from a PRD and an MVP scope, as a full development plan or an ultra-lean build spec, with the AI Product Development Toolkit's planning prompts.
What it loads into context
Frontmatter
51 tokensAlways available to the agent
SKILL.md
251 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
SKILL.mdcore1,090 bytesagents/openai.yamlasset221 bytes
Read SKILL.md
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
This skill has two prompts in its folder. Unless the owner's message makes it clear, ask which one they need:
- `mvp-plan.md`: a full development plan, with scope, tech stack, phases, testing and success metrics.
- `mvp-plan-lean.md`: a short build spec for a fast first version, with purpose, user, features and tech choices.
If a file is missing, tell the owner to install the skills again. Then run the prompt:
- Read it in full and follow it exactly, as if the owner had pasted it.
- Fill its placeholders from the owner: use what's in their message or the files they point to, and ask for the rest. Don't guess.
- When the owner approves the draft, offer to save it as a Markdown file.mvp-scope
When your agent uses it
Define the smallest first version worth building (the MVP scope) from a PRD through a guided interview, with the AI Product Development Toolkit's MVP scope prompt.
What it loads into context
Frontmatter
48 tokensAlways available to the agent
SKILL.md
183 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
SKILL.mdcore800 bytesagents/openai.yamlasset245 bytes
Read SKILL.md
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
Run the prompt in `mvp-scope.md` in this skill's folder. If the file is missing, tell the owner to install the skills again.
- Read it in full and follow it exactly, as if the owner had pasted it.
- Fill its placeholders from the owner: use what's in their message or the files they point to, and ask for the rest. Don't guess.
- When the owner approves the draft, offer to save it as a Markdown file.nextjs-supabase-vercel
When your agent uses it
Set up the current empty folder with the AI App Starter, so the agent builds a Next.js, Supabase and Vercel app with the owner step by step, from idea to launch.
What it loads into context
Frontmatter
58 tokensAlways available to the agent
SKILL.md
155 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
SKILL.mdcore634 bytesagents/openai.yamlasset253 bytes
Read SKILL.md
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
Set up this folder with the AI App Starter: clone https://github.com/TechNomadCode/AI-Product-Development-Toolkit with git clone --depth 1 into a temporary folder, then follow starters/nextjs-supabase-vercel/SETUP.md from it.prd
When your agent uses it
Interview the owner about a product idea, then draft a Product Requirements Document (PRD) with the AI Product Development Toolkit's PRD prompt.
What it loads into context
Frontmatter
43 tokensAlways available to the agent
SKILL.md
175 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
SKILL.mdcore769 bytesagents/openai.yamlasset243 bytes
Read SKILL.md
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
Run the prompt in `prd.md` in this skill's folder. If the file is missing, tell the owner to install the skills again.
- Read it in full and follow it exactly, as if the owner had pasted it.
- Fill its placeholders from the owner: use what's in their message or the files they point to, and ask for the rest. Don't guess.
- When the owner approves the draft, offer to save it as a Markdown file.remotion-video
When your agent uses it
Make a short video about a product or brand (promo, launch, explainer, demo or social clip) entirely in code with Remotion, from idea to a rendered MP4 with sound. The owner approves the idea and a storyboard before anything is built.
What it loads into context
Frontmatter
67 tokensAlways available to the agent
SKILL.md
998 tokensWhen the skill is activated
Reference documents
780 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 1. Proposal, then wait
- 2. Storyboard, then wait
- 3. Film
- Rules
Files
SKILL.mdcore4,312 bytesagents/openai.yamlasset217 bytesbrief.mddoc3,305 bytes
Read SKILL.md
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
Make a short video about the owner's product or brand, entirely in code with Remotion: picture, sound and the final MP4. The work follows `brief.md` in this skill's folder. If the file is missing, tell the owner to install the skills again.
The owner answers at two points with "go" or what to change. Build nothing before the first go.
## 1. Proposal, then wait
- If the current folder has a `BRIEF.md`, this is a revision of an earlier video. Read it, propose only the changes the owner asked for, and keep the rest.
- If the owner gave you their own filled brief, use it. Otherwise, fill in `brief.md` yourself.
- Use what the owner named: a link, a folder or a product.
- If they named nothing, read the current folder: README, site copy, logo, colours and fonts.
- If there's nothing to read, ask one question: "What's the video for? Paste a link, a folder path or one sentence."
- Reply with these items, each kept short, in under ten lines in total. Skip intros and extra sections:test-plan
When your agent uses it
Draft a test plan outline (scope, test types, environments, and entry and exit criteria) through a guided interview, with the AI Product Development Toolkit's test plan prompt.
What it loads into context
Frontmatter
49 tokensAlways available to the agent
SKILL.md
182 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
SKILL.mdcore813 bytesagents/openai.yamlasset250 bytes
Read SKILL.md
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
Run the prompt in `test-plan.md` in this skill's folder. If the file is missing, tell the owner to install the skills again.
- Read it in full and follow it exactly, as if the owner had pasted it.
- Fill its placeholders from the owner: use what's in their message or the files they point to, and ask for the rest. Don't guess.
- When the owner approves the draft, offer to save it as a Markdown file.user-research
When your agent uses it
Plan a user research questionnaire, or turn collected responses into evidence-linked input for a PRD, with the AI Product Development Toolkit's research prompts.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
226 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
SKILL.mdcore1,034 bytesagents/openai.yamlasset245 bytes
Read SKILL.md
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
This skill has two prompts in its folder. Unless the owner's message makes it clear, ask which one they need:
- `questionnaire.md`: design a questionnaire, before the research.
- `research-to-prd.md`: turn collected responses into input for a PRD, after the research.
If a file is missing, tell the owner to install the skills again. Then run the prompt:
- Read it in full and follow it exactly, as if the owner had pasted it.
- Fill its placeholders from the owner: use what's in their message or the files they point to, and ask for the rest. Don't guess.
- When the owner approves the draft, offer to save it as a Markdown file.ux
When your agent uses it
Turn a PRD into UX specifications (screens, user flows and interaction patterns) through a guided interview, with the AI Product Development Toolkit's UX prompt.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
176 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
SKILL.mdcore784 bytesagents/openai.yamlasset227 bytes
Read SKILL.md
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
Run the prompt in `ux.md` in this skill's folder. If the file is missing, tell the owner to install the skills again.
- Read it in full and follow it exactly, as if the owner had pasted it.
- Fill its placeholders from the owner: use what's in their message or the files they point to, and ask for the rest. Don't guess.
- When the owner approves the draft, offer to save it as a Markdown file.Skills included
- mvp-plan
- mvp-scope
- nextjs-supabase-vercel
- prd
- remotion-video
- test-plan
- user-research
- ux
Repository facts
- License
- MIT
- Created
- Apr 22, 2025
- Last pushed
- Oct 17, 2026
- Forks
- 169
- Open issues
- 0
- Project activity
- Active
Rank over the last 12 weeks
Now #854 · best #607 · down 157 in 30 days
- #841 on Oct 31
- #845 on Nov 1
- #847 on Nov 2
- #851 on Nov 3
- #853 from Nov 4 to Nov 5
- #854 since Nov 6
49 earlier periods
- #567 on Aug 2
- #563 on Aug 7
- #622 on Aug 18
- #607 on Aug 19
- #615 on Aug 21
- #625 on Aug 23
- #632 on Aug 24
- #640 on Aug 25
- #624 on Aug 26
- #654 on Aug 28
- #647 on Sep 1
- #617 on Sep 5
- #632 on Sep 6
- #648 on Sep 7
- #667 on Sep 8
- #653 on Sep 9
- #657 on Sep 10
- #649 on Sep 12
- #647 on Sep 13
- #671 on Sep 14
- #669 on Sep 16
- #654 on Sep 20
- #676 on Sep 21
- #686 on Sep 22
- #679 on Sep 23
- #650 on Sep 24
- #641 on Sep 25
- #636 on Sep 26
- #670 on Sep 27
- #674 on Sep 28
- #695 on Sep 30
- #678 on Oct 4
- #687 on Oct 6
- #697 on Oct 7
- #737 on Oct 8
- #707 on Oct 9
- #694 on Oct 10
- #690 on Oct 11
- #706 on Oct 12
- #710 on Oct 13
- #722 on Oct 14
- #722 on Oct 16
- #738 on Oct 20
- #746 on Oct 21
- #728 on Oct 22
- #699 on Oct 24
- #830 on Oct 25
- #838 from Oct 28 to Oct 29
- #840 on Oct 30
Before you install
Instructions onlyAutomated signals, not a guarantee
Checked Nov 4, 2026
- No broad tool permissions
- No dangerous shell commands
- 9 network referencesin 8 files: nextjs-supabase-vercel/SKILL.md:7 mvp-plan/SKILL.md:7 mvp-scope/SKILL.md:7 and 5 more
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- No access to secrets
- No requests to vote in Hot
Show all 9 signals by file
agent-skills/mvp-plan/SKILL.md
- Network accessline 7
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
agent-skills/mvp-scope/SKILL.md
- Network accessline 7
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
agent-skills/nextjs-supabase-vercel/SKILL.md
- Network accessline 7
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. --> - Network accessline 9
Set up this folder with the AI App Starter: clone https://github.com/TechNomadCode/AI-Product-Development-Toolkit with git clone --depth 1 into a temporary folder, then follow starters/nextjs-supabase-vercel/SETUP.md from it.
agent-skills/prd/SKILL.md
- Network accessline 7
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
agent-skills/remotion-video/SKILL.md
- Network accessline 7
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
agent-skills/test-plan/SKILL.md
- Network accessline 7
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
agent-skills/user-research/SKILL.md
- Network accessline 7
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
agent-skills/ux/SKILL.md
- Network accessline 7
<!-- From the AI Product Development Toolkit (https://github.com/TechNomadCode/AI-Product-Development-Toolkit). Paste its skills install line again to update. -->
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
Signal confidence: 1 fact
- Network access in prose of the SKILL.mdmvp-plan/SKILL.md:7Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Native | Frontmatter field disable-model-invocation in agent-skills/mvp-plan/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Native | Manifest starters/nextjs-supabase-vercel/project/AGENTS.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md agent-skills/mvp-plan/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md agent-skills/mvp-plan/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md agent-skills/mvp-plan/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md agent-skills/mvp-plan/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
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