research

Researches technical questions using primary sources to produce decision-oriented recommendations.

1|Updated Sep 15, 2026
One-click install
npx skills add https://github.com/amoai-tech/mdeai --skill research-amoai-tech
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research
Source: https://github.com/amoai-tech/mdeai/tree/main/.claude/skills/research
Command: npx skills add https://github.com/amoai-tech/mdeai --skill research-amoai-tech

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Technical, product, and architecture decisions often get made on stale memory, search snippets, or README examples that do not reflect the installed reality. This Skill grounds every decision in current primary-source evidence tied to the actual MDE codebase and versions. ## Core Features & Use Cases - Primary-source verification: Searches official docs, source repositories, specifications, release notes, and first-party APIs instead of relying on snippets or memory. - Version-pinned claims: Checks the installed MDE implementation first and pins mutable technical claims to specific versions, commits, or tags. - Decision-oriented output: Separates verified fact, inference, recommendation, and unknowns, then recommends the smallest reliable option with explicit tradeoffs. - Use Case: Before upgrading an agent workflow, ask whether the installed Mastra version supports the required behavior, and receive a report covering current MDE state, findings, options, recommendation, and risks. ## Quick Start Ask the research skill to verify whether the installed Mastra version supports the workflow behavior MDE needs and recommend next steps.

Frequently Asked Questions about research

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

FAQPage Schema
How do I research whether an installed library version supports a feature?

Inspect the installed implementation and version in the repository first, then confirm behavior against version-specific primary sources such as official docs, release notes, or source code. Pin claims to immutable commit or tag links when practical.

How to compare multiple APIs or vendors before choosing one?

Compare alternatives on the dimensions that matter to the task: correctness, fit, complexity, cost, latency, security, maintenance, and migration risk. Use primary sources for each option and recommend the smallest reliable choice rather than presenting an unranked list.

Can I rely on search result snippets or README examples for technical decisions?

No. The evidence rules prohibit citing search snippets when the underlying primary source is available, and a README example is not proof a feature is production-safe. Memory alone is also insufficient for version-sensitive API claims.

What should I do when sources conflict about a technical claim?

Record the disagreement explicitly and prefer current installed or runtime evidence for actual MDE behavior. Note the conflict in the report's risks or unknowns section so reviewers can judge the discrepancy.

Where should durable research findings be saved?

Save reusable platform or vendor research under docs/platform/tech-stack/<technology>/ and domain-specific research under the owning docs folder. One-off findings belong in the Linear task or PR evidence instead of the documentation tree.