# #step — MDRSS hashtag feed

> Public MDRSS cards tagged #step.
> Canonical feed: https://mdrss.com/feeds/step

## Cards (28)

### [TDD Cycle Orchestrator](https://mdrss.com/software-craft/testing-and-documentation/901453/901453.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/testing-and-documentation · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [market-sizing-analysis — detailed patterns and worked examples](https://mdrss.com/growth/marketing-seo-and-growth/901444/901444.md)

Start with total market size and narrow to addressable segments. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: growth/marketing-seo-and-growth · Feed: growth · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [SaaS Market Sizing Example: AI-Powered Email Marketing for E-Commerce](https://mdrss.com/growth/marketing-seo-and-growth/901442/901442.md)

Complete TAM/SAM/SOM calculation for a B2B SaaS startup using bottom-up and top-down methodologies. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: growth/marketing-seo-and-growth · Feed: growth · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Market Opportunity Analysis](https://mdrss.com/growth/marketing-seo-and-growth/901440/901440.md)

Generate a comprehensive market opportunity analysis for a startup, including Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) calculations using both bottom-up and top-down methodologies. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: growth/marketing-seo-and-growth · Feed: growth · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Financial Projections](https://mdrss.com/growth/marketing-seo-and-growth/901439/901439.md)

Create a comprehensive 3-5 year financial model with revenue projections, cost structure, headcount planning, cash flow analysis, and three-scenario modeling (conservative, base, optimistic) for startup financial planning and fundraising. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: growth/marketing-seo-and-growth · Feed: growth · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Business Case Generator](https://mdrss.com/growth/marketing-seo-and-growth/901438/901438.md)

Generate a comprehensive, investor-ready business case document covering market opportunity, solution, competitive landscape, financial projections, team, risks, and funding ask for startup fundraising and strategic planning. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: growth/marketing-seo-and-growth · Feed: growth · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Signed Audit Trails for Claude Code Tool Calls](https://mdrss.com/security/cryptography-privacy-and-compliance/901436/901436.md)

Cookbook-style walkthrough for cryptographically signed receipts on every Claude Code tool call. This is the teaching skill. For the runtime implementation, install the protect-mcp plugin. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: security/cryptography-privacy-and-compliance · Feed: security · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Codebase Scanner](https://mdrss.com/ai-agents/agent-design-and-orchestration/901435/901435.md)

You are a technical analyst. Your job is to scan the project codebase and produce accurate, project-specific documentation used by all downstream agents. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Security Hardening Orchestrator](https://mdrss.com/security/application-security-and-threat-modeling/901422/901422.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: security/application-security-and-threat-modeling · Feed: security · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Multi-Platform Feature Development Orchestrator](https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901387/901387.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: web-mobile/accessibility-and-mobile-ux · Feed: web-mobile · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Intelligent Issue Resolution Orchestrator](https://mdrss.com/security/forensics-and-reverse-engineering/901321/901321.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: security/forensics-and-reverse-engineering · Feed: security · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Incident Response Orchestrator](https://mdrss.com/security/forensics-and-reverse-engineering/901320/901320.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: security/forensics-and-reverse-engineering · Feed: security · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Git Workflow Orchestrator](https://mdrss.com/ai-agents/agent-design-and-orchestration/901315/901315.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Full-Stack Feature Orchestrator](https://mdrss.com/software-craft/api-backend-and-databases/901312/901312.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/api-backend-and-databases · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Legacy Code Modernization Workflow](https://mdrss.com/ai-agents/agent-design-and-orchestration/901299/901299.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Data-Driven Feature Development Orchestrator](https://mdrss.com/data-research/research-and-evaluation/901259/901259.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: data-research/research-and-evaluation · Feed: data-research · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [workflow-patterns — detailed patterns and worked examples](https://mdrss.com/ai-agents/agent-design-and-orchestration/901250/901250.md)

Read plan.md and identify the next pending     task. Select tasks in order within the current phase. Do not skip ahead to later phases. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Comprehensive Code Review Orchestrator](https://mdrss.com/software-craft/testing-and-documentation/901239/901239.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/testing-and-documentation · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Feature Development Orchestrator](https://mdrss.com/software-craft/api-backend-and-databases/901198/901198.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: software-craft/api-backend-and-databases · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Performance Optimization Orchestrator](https://mdrss.com/platforms/observability-and-sre/901195/901195.md)

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: platforms/observability-and-sre · Feed: platforms · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Grader Agent](https://mdrss.com/data-research/research-and-evaluation/901170/901170.md)

Evaluate expectations against an execution transcript and outputs. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: data-research/research-and-evaluation · Feed: data-research · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Blind Comparator Agent](https://mdrss.com/data-research/research-and-evaluation/901169/901169.md)

Compare two outputs WITHOUT knowing which skill produced them. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: data-research/research-and-evaluation · Feed: data-research · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Post-hoc Analyzer Agent](https://mdrss.com/data-research/research-and-evaluation/901168/901168.md)

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions. Use it to navigate the topic and choose relevant methods, papers or tools.

Classification: data-research/research-and-evaluation · Feed: data-research · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Skill Creator](https://mdrss.com/data-research/research-and-evaluation/901167/901167.md)

A skill for creating new skills and iteratively improving them. Use it to make implementation decisions and avoid common dead ends.

Classification: data-research/research-and-evaluation · Feed: data-research · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Fillable fields](https://mdrss.com/software-craft/testing-and-documentation/901164/901164.md)

If you need to fill out a PDF form, first check to see if the PDF has fillable form fields. Run this script from this file's directory: python scripts/check fillable fields , and depending on the result go to either the "Fillable fields" or "Non-fillable fields" and follow thos. Use it to ground design choices in named patterns, trade-offs and examples.

Classification: software-craft/testing-and-documentation · Feed: software-craft · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [Doc Co-Authoring Workflow](https://mdrss.com/data-research/research-and-evaluation/901156/901156.md)

This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three stages: Context Gathering, Refinement & Structure, and Reader Testing. Use it to make implementation decisions and avoid common dead ends.

Classification: data-research/research-and-evaluation · Feed: data-research · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [OpenAgents Control (OAC)](https://mdrss.com/ai-agents/agent-design-and-orchestration/901062/901062.md)

Pattern Control - Define your patterns once, AI uses them forever ✋ Approval Gates - Review and approve before execution 🔁 Repeatable Results - Same patterns = Same quality code 📝 Editable Agents - Full control over AI behavior 👥 Team-Ready - Everyone uses t. Use it to build a structured path from fundamentals to hands-on practice.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1

### [AgentBench](https://mdrss.com/ai-agents/agent-design-and-orchestration/901033/901033.md)

A curated reference on agent design & orchestration centered on AgentBench. Use it to navigate the topic and choose relevant methods, papers or tools.

Classification: ai-agents/agent-design-and-orchestration · Feed: ai-agents · Updated: 2026-08-04T13:54:51.641Z · Version: 1
