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technical-readiness

Evaluate release readiness by identifying risks, gaps, and unanswered technical questions.

Updated Apr 1, 2026
Search Tags:#mcp#observability#risk assessment#technical review#release readiness#rollback planning
One-click install
npx skills add https://github.com/zhuangfanupup/modular-rag-mcp-server --skill technical-readiness
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: technical-readiness
Source: https://github.com/zhuangfanupup/modular-rag-mcp-server/tree/main/.github/skills/interview-prep
Command: npx skills add https://github.com/zhuangfanupup/modular-rag-mcp-server --skill technical-readiness

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps teams validate whether a technical change is ready for release by surfacing risks, missing checks, and handoff gaps before they become production issues.

Core Features & Use Cases

  • Release Readiness Review: Assess functional correctness, failure handling, compatibility, observability, and rollback preparedness.
  • Module-by-Module Drill: Walk through critical areas such as ingestion, retrieval, MCP behavior, and operational stability.
  • Decision Support: Produce a concise readiness report with severity, evidence, recommendations, and a go/no-go recommendation.

Quick Start

Review the planned change scope with this Skill and ask it to run a technical readiness drill that returns risks, gaps, and a release recommendation.

Frequently Asked Questions about technical-readiness

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate release readiness for a technical change?▼

Run a technical readiness drill to surface risks, gaps, and unanswered questions before handoff. This process evaluates correctness, reliability, observability, and operability to determine if a change is ready for release.

What is a release readiness drill for MCP tools and observability?▼

A release readiness drill is a module-by-module review of critical areas like MCP behavior, ingestion, retrieval, and observability. It requires evidence-backed assessment to ensure operational stability and proper failure handling before release.

How do I perform a technical review for rollback planning and risk assessment?▼

Perform a technical review by walking through critical change areas and requiring evidence for each assessment. This drill identifies technical risks, verifies rollback planning, and produces a concise report with severity levels and a go/no-go recommendation.

Can I use a readiness review to check ingestion and retrieval modules?▼

Yes, a readiness review applies to change reviews for ingestion, retrieval, and MCP tools. It evaluates these modules against criteria for correctness, reliability, and operability to find gaps before handoff.

What is the best way to get a go/no-go release decision for a software change?▼

The best way to get a go/no-go decision is to run a technical review that produces a readiness report. This report includes severity levels, evidence, recommendations, and the final release decision based on operability and risk assessment.

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