Verification status

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Skills

12 mapped skills

Tools

12 candidate tools

Repos

0 GitHub records

Required and useful skills

AI Risk Controls

Governance

Managing hallucination, unsafe automation, prompt injection, and human review gates.

Skill linked from curated resource requirements.

SkillNeeds verificationGovernanceRecommended

Code Review

Quality

Checking correctness, maintainability, edge cases, and security before merging changes.

Skill linked from curated resource requirements.

SkillNeeds verificationQualityRecommended

Command Line

Engineering

Using terminal commands, package managers, environment variables, and logs.

Skill linked from curated resource requirements.

SkillNeeds verificationEngineeringRequired

Data Privacy

Governance

Handling private code, prompts, logs, documents, and user data safely.

Skill linked from curated resource requirements.

SkillNeeds verificationGovernanceRequired

Git And GitHub

Engineering

Version control, branches, pull requests, issues, and repository hygiene.

Skill linked from curated resource requirements.

SkillNeeds verificationEngineeringRequired

IDE Workflow

Engineering

Working efficiently with editors, extensions, terminals, diffs, and code navigation.

Skill linked from curated resource requirements.

SkillNeeds verificationEngineeringRecommended

Local Model Ops

AI

Running local models, choosing model sizes, managing inference servers, and monitoring resources.

Skill linked from curated resource requirements.

SkillNeeds verificationAIRecommended

MCP Integration

AI

Connecting agents to tools through Model Context Protocol clients and servers.

Skill linked from curated resource requirements.

SkillNeeds verificationAIRecommended

Prompt Debugging

AI

Diagnosing poor AI outputs by adjusting instructions, context, examples, and constraints.

Skill linked from curated resource requirements.

SkillNeeds verificationAIRecommended

Python

Programming

General Python programming for automation, data, AI, and backend scripts.

Skill linked from curated resource requirements.

SkillNeeds verificationProgrammingRequired

Requirements Writing

Product

Turning product intent into clear implementation constraints and acceptance checks.

Skill linked from curated resource requirements.

SkillNeeds verificationProductRecommended

Workflow Design

Automation

Breaking a task into reliable steps, checkpoints, retries, and human review gates.

Skill linked from curated resource requirements.

SkillNeeds verificationAutomationRecommended

Recommended tools

Aider

AI Coding Assistants

Command-line AI pair programmer that edits files in a local Git repository.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Cline

AI Coding Assistants

Open-source coding agent extension for agentic development inside an editor workflow.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Continue

AI Coding Assistants

Open-source AI code assistant framework for custom IDE-based coding workflows.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedFreemiumGitHub linked

Cursor

AI Coding Assistants

AI-first code editor for writing, editing, and navigating software projects.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationFreemium

GitHub Copilot

AI Coding Assistants

AI coding assistant integrated with GitHub and common developer editors.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationFreemium

Roo Code

AI Coding Assistants

Open-source autonomous coding agent extension for editor-based software tasks.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Windsurf

AI Coding Assistants

AI coding environment focused on assisted software development workflows.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationFreemium

Devin

AI Coding Agents

Commercial AI software engineering agent for coding and development tasks.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationPaid

MetaGPT

AI Agent Frameworks

Open-source multi-agent framework that models software team roles and workflows.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationOpen sourceSelf-hostedGitHub linked

Pieces

Developer Productivity AI Tools

AI productivity tool for saving, finding, and reusing developer workflow context.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationFreemium

Sourcegraph Cody

AI Coding Assistants

AI coding assistant connected to code search and codebase understanding workflows.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationFreemium

Tabnine

AI Coding Assistants

AI code completion and engineering assistant for teams and individual developers.

Curated tool relationship for future one-stop directory pages.

ToolNeeds verificationFreemium

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Caveats and failure modes

Resource verification status and scoring are reviewed regularly to maintain directory accuracy.