From ai-toolkit
Coordinates startup idea pipeline from brainstorm to investor outreach, with stages for validation, research, pitch building, and gates. Organizes files and resumes via config.json. Activates on new idea projects or pipeline requests.
npx claudepluginhub c0x12c/ai-toolkit --plugin ai-toolkitThis skill uses the workspace's default tool permissions.
The full flow for taking an idea from zero to investor-ready.
Designs and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
Designs, implements, and audits WCAG 2.2 AA accessible UIs for Web (ARIA/HTML5), iOS (SwiftUI traits), and Android (Compose semantics). Audits code for compliance gaps.
The full flow for taking an idea from zero to investor-ready.
STAGE 1: DISCOVER STAGE 2: FILTER STAGE 3: DIG STAGE 4: BUILD
───────────────── ─────────────── ───────────── ──────────────
/brainstorm /validate /research /pitch
/teardown /outreach
/content
Generate ideas ──► Kill bad ones fast ──► Go deep on survivors ──► Make materials
8-15 ideas GO / TEST / PASS Market + competitors Deck, memo, emails
Pick top 3 Need data? Move on Real numbers Ready to send
📁 01-brainstorm/ 📁 03-validation/ 📁 02-research/ 📁 04-build/
On first run, check for a config.json in the project root. If it doesn't exist, ask the user and create one:
{
"projectName": "my-idea",
"outputDir": "projects/my-idea",
"defaultAudience": "B2B SaaS founders",
"fundingGoal": "bootstrap",
"currentStage": 1
}
Update currentStage as the user progresses through gates. This lets the pipeline resume across sessions.
Each stage has a gate. Don't move forward unless you pass.
After brainstorm, you need at least 1 idea where:
If none pass → brainstorm again or pick a new space.
After validation, you need:
If PASS → stop here. Move to next idea. If TEST MORE → do one cheap test first, then re-validate.
After deep research, you need:
If no → archive the project. Save the research for later.
After pitch materials, check:
Each stage saves files with a prefix so they stay sorted:
projects/my-idea/
├── 01-brainstorm/
│ └── brainstorm-session-2026-03-02.md
├── 02-research/
│ ├── market-research-2026-03-03.md
│ ├── teardown-competitor-a-2026-03-03.md
│ └── teardown-competitor-b-2026-03-03.md
├── 03-validation/
│ └── validation-report-2026-03-02.md
├── 04-build/
│ ├── pitch-deck-outline-2026-03-04.md
│ ├── one-pager-2026-03-04.md
│ └── investor-emails-2026-03-04.md
└── README.md
| Combo | Stages | What happens |
|---|---|---|
/kickoff [theme] | 1 → 2 | Brainstorm + validate top ideas |
/deep-dive [project] | 3 | Research + teardown competitors |
/fundraise [project] | 4 | Pitch materials + outreach drafts |
/startup [theme] | 1 → 2 → 3 → 4 | Everything, with pauses at each gate |
No BS. Honest feedback only.
This is a two-way talk:
When I ask you a question, I always:
When you ask me something:
Never: