MCP App StoreMCP App Store
from cowork-os368
Validate a business or product idea with market sizing, competitor analysis, MVP definition, and a clear go/no-go recommendation.
Idea Validation guides an agent through structured market research and competitor analysis to decide whether a business or product idea is worth pursuing. The skill produces a concise validation report that includes market sizing, key competitors and differentiators, an MVP definition, and an evidence-based go/no-go recommendation with next steps.
Use this skill when a user presents a new business or product idea and needs a data-informed assessment of viability, risks, and recommended next actions. Do not use when the idea is already validated or when only simple competitor research is required.
This skill is platform-agnostic and suitable for LLM-based assistants that can run structured prompts and return formatted reports (e.g., Claude, GPT-based agents, Gemini).
Idea Validation skill from CoWork-OS provides a structured prompt template for validating business/product ideas with market sizing, competitor analysis, and go/no-go recommendations. No bundled scripts — purely declarative SKILL.md with frontmatter, routing rules, trigger examples, and a parameters table. The runtime prompt is defined externally in a JSON file. Thin but functional for its scope.
Clean skill with no security concerns. Lacks depth in instructions and has no automation scripts. Architecture is adequate but flat — no output contracts, no references/ or scripts/ directories.
Multi-PR Review
Run a consensus-style multi-agent review of a pull request and produce severity-ranked findings and actionable remediation steps.
Humanizer
Rewrite AI-generated text to sound natural and human-written, removing common LLM tells and making tone, phrasing, and flow feel authentic.
OrderCLI (Foodora)
CLI-style skill to check Foodora order history and active order status; Deliveroo support noted as WIP.
Apple Notes Management
Manage Apple Notes on macOS using the `memo` CLI for creating, searching, and organizing notes.
Earnings Analyzer
Analyze company earnings reports with structured EPS beat/miss classification, revenue and margin trend analysis, guidance comparison, and management commentary
GraphQL Inspector — Validate
Validate GraphQL operations against a schema with configurable depth, complexity, alias and directive limits to catch errors before runtime.
Alpha Forge Pre-Ship Quality Gates
Pre-merge quality gates for PRs that validate RNG determinism, forked URLs, runtime parameter ranges, and manifest synchronization to reduce review cycles.
Evolve — Goal-Driven Improvement Loop
Autonomous improvement loop that selects high-value work, runs a full research-plan-implement (/rpi) cycle, validates changes, and repeats to compound repo impr
Audit Agents/Skills/Commands
Run a quantitative quality audit on agents, skills, and commands to check production readiness and get prioritized recommendations.
Skill Retro
Analyze a session's skill invocations to surface performance issues and recommend or apply improvements using the skill-creator workflow.
Build Unplanned Feature
Orchestrates ad-hoc feature development: requirement gathering, planning, implementation and validation across task-planning, implementation, and validation loo
AI News Daily
Generate a structured, bilingual daily briefing of the latest AI industry news, model updates, papers, and open-source tools with in-depth technical analysis an
Analyzing Ransomware Leak Site Intelligence
Collect and analyze ransomware data-leak site (DLS) posts to extract victim, group, sector and geographic trends for threat intelligence and proactive defense.