Productivity & Planning
brainstorming
Structured design dialogue that validates ideas before implementation begins.
295.4K 385.7K
View 
Determinism
determinism
Use when verifying outcomes with code instead of LLM judgment, versioning prompts with hashes, or ensuring reproducible agent behavior. Load for any critical verification. Scripts return boolean exit codes, not subjective assessments. Prompts use semantic versioning with SHA256 validation.
SKILL.md
Full skill instructions
Determinism
Reproducible outcomes through code verification and prompt versioning.
Core Principle
"Claude can run scripts without loading either the script or the PDF into context. And because code is deterministic, this workflow is consistent and repeatable." - Anthropic Engineering
Instructions
- Replace LLM judgment with script verification
- Version prompts with semantic versioning
- Hash-validate critical prompts:
scripts/validate-prompt.sh - Use exit codes (0 = pass, 1 = fail), not text
LLM Judgment vs Code Verification
| Task | LLM (Bad) | Code (Good) |
|---|---|---|
| Tests passed? | "The tests appear to pass" | pytest; echo $? → 0 or 1 |
| Valid JSON? | "This looks like valid JSON" | python -c "json.load(f)" |
| Server running? | "The server should be up" | curl -s localhost/health |
References
| File | Load When |
|---|---|
| references/code-verification.md | Writing verification scripts |
| references/prompt-versioning.md | Versioning/hashing prompts |
More Productivity & Planning skills
Productivity & Planning
ui-ux-pro-max
Comprehensive design intelligence for web and mobile UI/UX across 10 technology stacks.
133.1K 383.9K
View Productivity & Planning
writing-plans
Comprehensive implementation plans for multi-step tasks, breaking down specs into bite-sized, testable steps.
295.4K 268K
View Productivity & Planning
using-superpowers
Introduction to the obra skills system with mandatory skill invocation rules and best practices.
295.4K 259.8K
View Productivity & Planning
executing-plans
Execute a written implementation plan with critical review and task checkpoints.
295.4K 229.1K
View Productivity & Planning
dispatching-parallel-agents
Delegate independent tasks to specialized agents working concurrently with isolated context.
295.4K 206.3K
View Productivity & Planning
using-git-worktrees
Isolated git worktrees with smart directory selection and safety verification.
295.4K 205.2K
View 
Productivity & Planning
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
179.7K 170.6K
View 
Productivity & Planning
content-strategy
Plan searchable and shareable content that drives traffic, builds authority, and generates leads.
53.3K 150.9K
View 
Productivity & Planning
repo-intake-and-plan
README-first repository scanner that extracts commands and classifies reproduction candidates without executing them.
497 139.6K
View Productivity & Planning
marketing-ideas
Brainstorm and prioritize marketing strategies tailored to your SaaS stage, budget, and goals.
53.3K 137.2K
View Productivity & Planning
site-architecture
Plan and optimize your website's page hierarchy, navigation, URL structure, and internal linking.
53.3K 112.8K
View Productivity AI tools
Productivity
Vimcal
The world's fastest calendar for remote work
Free
View Productivity
SaveDay
Capture, organize, and utilize your knowledge effortlessly.
Free
View A
Productivity
Any Summary
Instant Summaries of Audio & Video Interviews with AnySummary
Freemium
View M
Productivity
Map This
Transform PDFs into engaging mind maps.
Freemium
View 
Productivity
ChatPDF
Chat with any PDF instantly
Free
View I
Productivity
intellisay
Create an optimal daily plan using your voice
Paid
View A
Productivity
Aurora AI
A productivity platform to centralize organizational knowledge and workflows with contextual AI assistance.
Paid
View Productivity
AskYourPDF
AskYourPDF Pricing Plans: Tailored to Your Needs
Free
View