Free Starter Kits
AI Project Kickoff Skills Kit
Turn fuzzy AI product ideas into build-ready project plans with test evidence.
Stop building AI products without clear specifications and boundaries. The AI Project Kickoff Skills Kit gives solo founders, freelance developers, and engineering teams two battle-tested agent skills: project-discovery to extract assumptions, budgets, constraints, and negative scope, and implementation-plan to stage deliverables into phased milestones with verifiable test evidence.
A free foundational framework containing two agent skills (project-discovery and implementation-plan) to scope deliverables before writing code.
Solo founders, freelance developers, and engineering teams initiating custom AI software projects.
Structured prompt protocols extracting assumptions, constraints, negative boundaries, and phased milestones with QA acceptance gates.
100% free forever, zero API keys required, compatible with Claude Code, Cursor, Antigravity, and Gemini CLI.
Why this architecture wins
| Without this skill (Manual & Flawed) | With this skill (Deterministic & Gated) |
|---|---|
| ✕ Writing code immediately based on vague prompts and facing architectural rewrites after 2 weeks. | ✓ Standardized Project Brief and phased implementation plan with QA verification gates upfront. |
| ✕ Undefined project scope causing misunderstandings between client and developer. | ✓ Clear negative scope constraints preventing feature creep before development starts. |
| ✕ Unstructured prompt engineering without test criteria. | ✓ Milestones paired with verifiable test evidence and automated checks. |
What's inside
- ✓skills/project-discovery/SKILL.md (Scope, risk, and boundary extractor)
- ✓skills/implementation-plan/SKILL.md (Milestone planner with QA gates)
- ✓Standardized Project Brief Template (Markdown)
- ✓End-to-end SaaS integration project example
- ✓Testing checklist & verification protocol
Built with
- Markdown
- AI Agent Skills
- Prompt Engineering
How to use this skill (Step-by-step)
Run offline in your local workspace, orchestrate through any agent (Claude Code, Cursor, Antigravity, Cline), or plug directly into CI/CD pipelines.
Download and Unzip the Free Kit
Extract the starter skills into your AI assistant skills directory.
unzip ai-project-kickoff-skills-kit-0.1.0.zip -d ~/.agent/skills/Run Project Discovery with Your AI Agent
Activate the skill to extract assumptions, constraints, and negative scope from your idea.
cat ~/.agent/skills/project-discovery/SKILL.mdGenerate Phased Implementation Plan
Turn the project brief into phased milestones with verifiable QA gates.
cat ~/.agent/skills/implementation-plan/SKILL.mdBegin Implementation with Clear Acceptance Criteria
Review the standardized Project Brief template before writing a single line of production code.
open ./project-brief.mdIncluded with every purchase
- Direct instant download without complex signups
- Compatible with Claude Code, Cursor, Antigravity, and Gemini CLI
- Free forever for personal and client projects
Questions
Is it really free?
Yes. 100% free forever. It serves as our foundational planning framework to help you build reliable AI software without architectural chaos.
Does it require any paid API keys?
No API keys or external services are required. Load the skill instructions into any AI coding assistant or agent.