What tech stacks can this skill detect?

It includes built-in detection for Node.js, TypeScript, Python, Ruby, Go, Rust, and Makefile-based environments.

Why is environment discovery important for Claude Code?

It prevents the AI from attempting to use tools that aren't installed and ensures it leverages the specific agents and quality commands defined in your unique project structure.

Does it look for custom project-specific agents?

Yes, it scans the .claude/agents/ directory and plugin paths to identify and describe any custom agents available in your workspace.

How does it handle projects without a Language Server (LSP)?

The skill features graceful degradation, falling back to CLI-only analysis using tools like grep and glob if no LSP server is active or configured.

Capability Discovery

Name: Capability Discovery
Author: synaptiai

bysynaptiai

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Productividad y Flujo de Trabajo

Scans your project environment to discover available agents, skills, tech stacks, and LSP capabilities for dynamic workflow adaptation.

The Capability Discovery skill ensures Claude Code operates with full environmental awareness by scanning for project-specific assets before execution. Following the 'Iron Law' of discovering before assuming, it automatically identifies available agents, skills, quality commands in CLAUDE.md, and tech-stack-specific verification tools. By probing Language Server Protocol (LSP) features like symbol navigation and impact analysis, it enables Claude to choose the most effective intelligence tools for the task at hand, whether it's initializing a new repo, reviewing a PR, or performing deep code exploration.

Características Principales

013 GitHub stars

02Automated tech stack detection for Node, Python, Go, Rust, and more

03Real-time LSP capability probing for symbols, definitions, and diagnostics

04Graceful degradation to CLI analysis when LSP or specific tools are missing

05Dynamic extraction of lint, test, and typecheck commands from CLAUDE.md

06Deep scanning for project-specific and plugin-provided agents and skills

Casos de Uso

01Project initialization to map out available developer tools and commands

02Pre-PR verification to identify correct linting and testing protocols

03Environmental assessment during code reviews to determine impact analysis capabilities

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add synaptiai/synapti-marketplace capability-discovery

For use in Claude.ai and ChatGPT

Características Principales

013 GitHub stars

02Automated tech stack detection for Node, Python, Go, Rust, and more

03Real-time LSP capability probing for symbols, definitions, and diagnostics

04Graceful degradation to CLI analysis when LSP or specific tools are missing

05Dynamic extraction of lint, test, and typecheck commands from CLAUDE.md

06Deep scanning for project-specific and plugin-provided agents and skills

Casos de Uso

01Project initialization to map out available developer tools and commands

02Pre-PR verification to identify correct linting and testing protocols

03Environmental assessment during code reviews to determine impact analysis capabilities

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add synaptiai/synapti-marketplace capability-discovery

For use in Claude.ai and ChatGPT