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nainishshafi

@nainishshafi source repo

10 published skills

  1. ▌
    LLM As Judge · nainishshafi bundle
    Built-in LLM-as-Judge evaluation for Copilot/Claude. Score LLM responses, compare models, detect hallucinations, and verify quality—all within the agent context. No external APIs. Supports single-agent and multi-agent (sequential consensus) evaluation with improved sub-agent prompts for deeper reasoning. Use when comparing responses, validating output quality, checking for hallucinations, or performing model comparisons.
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    Python Linter · nainishshafi bundle
    Use when the user asks to "lint python", "run the linter", "fix linting errors", "check python code style", "run ruff", "format python code", "fix imports", "check types", "run mypy", or wants to find and fix Python code quality issues using ruff and mypy.
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    Skill Creator · nainishshafi bundle
    Use when the user asks to "create a new skill", "add a skill", "write a skill", "scaffold a skill", "make a claude skill", "build a skill", or wants to create a reusable Claude Code skill from scratch. Also use when the user describes a repeatable workflow they want to package as a skill.
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    Scan Repo Readme · nainishshafi bundle
    This skill should be used when the user asks to "scan the readme", "read the repo readme", "check the project documentation", "search the readme for X", "what does the readme say about Y", "summarize the readme", "find readme", "look up X in the readme", or wants to find relevant information from repository documentation files using keyword and semantic search.
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    Sync Github Forks · nainishshafi bundle
    This skill should be used when the user asks to "sync github forks", "sync forks", "pull all my forks", or wants to create a bash script that clones or pulls all their GitHub forked repositories.
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    Trace Code Context · nainishshafi bundle
    Use when the user asks to "trace code context", "analyze this file", "show callers and callees", "generate a code context file", "map dependencies for X", "what calls this file", "what does this file call", "document this code file", "create a mermaid diagram for this code", "explain what this module does", or wants a ground-truth context document for a source file.
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  7. ▌
    Architectural Planning · nainishshafi bundle
    Use when the user asks to "plan my architecture", "design system architecture", "create an architecture document", "help me choose a tech stack", "what technologies should I use", "generate an architecture diagram", "plan my project structure", "recommend a database for my project", "design my API layer", "create a system design", "architecture planning", "tech stack recommendation", or wants interactive guidance to design and document a software system's architecture with technology recommendations.
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  8. ▌
    Scan Halucinated Tests · nainishshafi bundle
    Use when the user asks to "scan for hallucinated tests", "check if my tests are hallucinated", "validate tests against source", "verify test accuracy", "find fake test assertions", "audit tests for hallucinations", "test hallucination scan", "verify tests match source code", "check java tests", "validate c# tests", or "check javascript tests for hallucinations". Also use when the user wants to cross-check a test file against real source code to detect phantom symbols, wrong imports, bad mock targets, or fabricated constants — in any supported language.
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  9. ▌
    Design Pattern Detector · nainishshafi bundle
    Use when the user asks to "detect design patterns", "find patterns in this file", "analyze code for patterns", "check for anti-patterns", "pattern analysis", "is this a singleton", "detect god object", "find factory pattern", "check for strategy pattern", "scan for design patterns", "what patterns does this code use", "find anti-patterns", "pattern audit", or wants to identify design patterns and anti-patterns in a source file or across the entire repository.
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  10. ▌
    Github Security Scanner Hook · nainishshafi bundle
    Use when the user asks to "scan for security vulnerabilities", "check for secrets in code", "set up a pre-commit security hook", "install security scanning", "scan staged files for secrets", "check for hardcoded credentials", "run a security scan before commit", "detect leaked API keys", "add a git commit hook for security", "security check before push", "scan for SQL injection", "check for XSS vulnerabilities", "detect injection flaws", or wants to prevent committing security issues to git.
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