Development

**Date**: 2026-01-24 **Evaluator**: Claude (Sonnet 4.5) **Source**: LinkedIn post claim about self-improving skills **Context**: User reported a plugin announcement for automatic skill improvement via feedback analysis ---

Guide for adding new AI providers to ClaudeBar using TDD patterns. Use this skill when: (1) Adding a new AI assistant provider (like Antigravity, Cursor, etc.) (2) Creating a usage probe for a CLI tool or local API (3) Following TDD to implement provider integration (4) User asks "how do I add a new provider" or "create a provider for X"

You can find the MoveLegsSkill example code on our [GitHub](https://github.com/vincross/mind-sdk/blob/master/examples/MoveLegsSkill/robot/src/movelegsskill.go). Here are some annotated notes about the implementation and reference to help you build your own Skills. ```go func ready() { hexabody.Stand() hexabody.MoveHead(0.0, FAST_DURATION) // Using goroutines to make some commands be executed at the same time go hexabody.MoveLeg(2, hexabody.NewLegPosition().SetCoordinates(-100, 50.0, 70.0), SL...

---- import "mind/core/framework/skill" Package skill provides an interface to be implemented by the robot part of a Skill. This function must be implemented in your skill package: func NewSkill() skill.Interface

In this step you will configure the Alexa skill and fill out the required settings.

Discovers features from codebases, manages feature registries, and exports roadmaps. Analyzes React routes, Express endpoints, component structures, and generates CSV/Markdown roadmaps. Use this for feature discovery from code, roadmap generation, and feature registry management.

List all temp files saved by skim. Use when you need to see what large outputs have been cached or find a specific saved file.

Deep dive into a saved temp file. Use when you need to view specific content from a large output that was saved by skim. Supports jq for JSON files and line ranges for text files.

Clean up the skim temp directory. Use when you want to remove old cached outputs to free up space or start fresh.

智能知识管理助手,自动分析、组织和优化知识库

Implements LangGraph cast components following systematic workflow (state, deps, nodes, conditions, graph). Use when implementing cast, building nodes/agents/tools, need LangGraph patterns (memory, retry, guardrails, vector stores), or ask "implement cast", "build graph", "add node".

Comprehensive CLI reference and search strategies for osgrep semantic code search. Use for detailed CLI options, index management commands, search strategy guidance (architectural vs targeted queries), and troubleshooting. Complements the osgrep plugin which handles daemon lifecycle.

Develop the BG3 Script Extender macOS port using Ghidra for reverse engineering. Use this skill when: (1) Working on bg3se-macos port development or debugging (2) Using Ghidra to discover offsets, function addresses, or data structures in BG3 (3) Implementing new Lua APIs (Ext.*, Osi.*) for macOS Script Extender (4) Porting Windows BG3SE features to macOS ARM64 (5) Understanding ECS architecture, Osiris integration, or stats system (6) Analyzing ARM64 assembly or calling conventions for game ...

Launch Baldur's Gate 3 through Steam on macOS and load saved games using macos-automator and peekaboo MCP servers. Designed for testing bg3se-macos (Script Extender) development. Use when: (1) launching BG3 from Steam, (2) loading a BG3 saved game, (3) testing SE mod injection, (4) user asks to "start BG3", "load my BG3 save", "play Baldur's Gate", "test the script extender". Requires macos-automator and peekaboo MCP servers installed with accessibility permissions.

P2P chat between Claude Code instances using real-a2a. Use when chatting with other Claudes, joining a P2P room, or communicating agent-to-agent.

Internal skill - Research subagent that executes focused research tasks using web tools. Called automatically by the deep-research lead agent.

Conduct deep research on any topic using parallel subagents and web tools (web_search, web_fetch, playwright). Use for queries that require comprehensive research from multiple perspectives.

Add citations to research reports. Use after deep-research completes to add proper source citations.

Generates distinctive, production-grade frontend interfaces and artifacts (React, Vue, HTML/CSS). Prioritizes bold aesthetics, unique typography, and motion to avoid generic designs. Use when building websites, landing pages, dashboards, posters, or when the user requests to style, beautify, or create visually striking UI.

Comprehensive protocol for validating root causes of software issues. Use when you need to systematically debug a complex bug, flaky test, or unknown system behavior by forming hypotheses and validating them with specific tasks.

Run Semgrep static analysis scans and create custom detection rules. Use when asked to scan code with Semgrep, find security vulnerabilities, write custom YAML rules, or detect specific bug patterns.

Guide for implementing features following architecture-first design, TDD, rich domain models, and Swift 6.2 patterns. Use this skill when: (1) Adding new functionality to a Swift app (2) Creating domain models that follow user's mental model (3) Building SwiftUI views that consume domain models directly (4) User asks "how do I implement X" or "add feature Y" (5) Implementing any feature that spans Domain, Infrastructure, and App layers

Query codebase using `dora` CLI for code intelligence, symbol definitions, dependencies, and architectural analysis

智能日志分析工具，帮助快速定位应用错误和性能瓶颈