Why should I use Tech Research Enforcer instead of standard Claude responses?

Standard AI knowledge is limited by training data cutoffs; this skill forces real-time verification of the latest APIs, libraries, and documentation to ensure accuracy.

Which technical domains does this skill cover?

It covers programming languages, web frameworks, cloud platforms (AWS/Azure/GCP), DevOps tools (Docker/K8s), databases, and CI/CD platforms.

Does this skill rely only on search snippets?

No, the skill specifically mandates using web_fetch to retrieve full documentation pages to provide complete context and verify exact syntax.

How does it handle version-specific technical questions?

It identifies the specific version requested and searches for that version's official documentation or changelogs to avoid compatibility errors.

Tech Research Enforcer

Name: Tech Research Enforcer
Author: jayteealao

byjayteealao

0•

部署与 DevOps

Enforces mandatory, iterative web research to ensure Claude provides accurate, up-to-date technical documentation and prevents coding hallucinations.

Tech Research Enforcer is a specialized skill designed to eliminate outdated or incorrect technical advice by mandating a strict 'verify-first' workflow. It systematically guides Claude to identify critical technical assumptions, search authoritative sources like official documentation and GitHub repositories, and fetch full pages rather than relying on search snippets. This is essential for developers working with rapidly evolving frameworks, cloud configurations, and DevOps tools where accuracy and version-specific syntax are critical for production stability and avoiding deprecated patterns.

主要功能

010 GitHub stars

02Mandatory 'verify-first' workflow for all technical and DevOps queries

03Prioritization of authoritative sources like official docs and GitHub READMEs

04Source attribution and version awareness built into every response

05Iterative search strategies to resolve version-specific ambiguities

06Prevention of memory-based hallucinations for APIs and CLI syntax

使用场景

01Verifying current API syntax for rapidly updating libraries like FastAPI or React

02Confirming complex Kubernetes or Terraform configuration schemas against latest releases

03Troubleshooting error messages using real-time searches of GitHub issues and official documentation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jayteealao/agent-skills tech-research-enforcer

For use in Claude.ai and ChatGPT

Download Skill