prodops
Product Operations (shortcut for /product-operations) - assign process optimization, launch coordination, tooling, and cross-team facilitation tasks
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Product Operations (shortcut for /product-operations) - assign process optimization, launch coordination, tooling, and cross-team facilitation tasks
Use when developing astrology/numerology apps, validating chart calculations (timezone/DST, quadrant handling), or producing psychology-first interpretations. Expert advisor (30+ years) catches common…
Capture each prompt into Graphiti memory (episodes) for this repo/user.
Design composable prompt sections for building agentic prompts. Use when creating reusable prompt components, designing LEGO-block prompt sections, or structuring prompts for the stakeholder trifecta.
Expert prompt engineering for LLMs and AI agents. Use when users request help writing, reviewing, or improving prompts for chatbots, AI agents, system prompts, instruction sets, or any LLM-based appli…
K-lines as semantic activation — the name activates the tradition.
Prepare manuscripts for journal submission. Use when: (1) Writing research papers, (2) Selecting target journals, (3) Formatting manuscripts, (4) Ensuring reporting guideline compliance, (5) Preparing…
Start Flask server locally for development. Runs server in foreground or background with nohup. Use when starting local Python server for testing or development.
General programming best practices applicable to all languages. Covers clean code, testing, refactoring, version control, and development workflows. Use when writing or reviewing code in any language.
Transforms user project requirements into a structured CLAUDE.md context file. Use when starting a new project and need to document project goals, architecture, technical stack, constraints, and conve…
Annotates agent prompts with structural XML tags for comprehension, gap detection, and skill extraction. Use when analyzing agent prompt structure, comparing agents across projects, or identifying reu…
Propose structured interpretations of underspecified requests. Use when a user's request is vague or incomplete but reasonable assumptions can be made. Rapidly prototypes intent by restating, structur…
Creates effective prompts for AI coding agents and subagent delegation. Use PROACTIVELY when writing prompts for Task tool delegation, creating agent instructions, or designing multi-step workflows. M…
Main entry point for Prowler development - quick reference for all components. Trigger: General Prowler development questions, project overview, component navigation (NOT PR CI gates or GitHub Actions…
Comprehensive Git push operations including basic push, force push safety protocols, tag pushing, remote management, and troubleshooting. Use when pushing commits, managing remotes, pushing tags, reso…
Codify reusable pygame patterns for entities, projectiles, movement, and sprite handling. Use when implementing pygame entities or systems that need frame-independent physics, collision detection, or …
Pattern for creating skills with YAML frontmatter that enables progressive disclosure and token optimization. Use when building skills, optimizing context usage, or implementing domain expertise with …
Provides project management, task tracking, team coordination, and project delivery capabilities. Use when you need to manage projects, track progress, or coordinate a team.
Meta-skill for improving and optimizing prompts using Anthropic's prompt engineering best practices. Provides the 4-step improvement workflow (example identification, initial draft, chain of thought r…
Fill prompt templates with variables from task context, replacing placeholders like {user_name} or {analysis}. Use when you need consistent, reusable prompts with dynamic content insertion and validat…
Re-generates the project's code from protobuf source. Use when .proto files are changed.
PRP (Product Requirement Prompt) methodology for one-pass implementation success. Provides context-rich development workflow with PRD creation, planning, implementation, and validation. Use when imple…
Expert in audit ground truth extraction, Critical Audit Matters (CAMs), ICFR validation, PCAOB independence compliance, and SEC filing analysis for PWC audit staff
Complete guide for Pyth Network - decentralized oracle providing real-time price feeds for DeFi. Covers price feed integration, confidence intervals, EMA prices, on-chain CPI, off-chain fetching, and …