发现 Skills

Generate Conventional Commits-compliant messages (feat/fix/docs/chore) in Korean and English. Use when you need to create a well-structured commit message for staged changes.

ADK development lifecycle guardrails — 4-phase workflow (Understand → Build → Evaluate → Deploy), import precision rules, GOOGLE_CLOUD_LOCATION debugging, code preservation, and infinite loop breaking. Load BEFORE google-adk when starting a new ADK agent feature.

OpenClaw tool system, MCP server integration, plugin development, and skills authoring. Use when configuring tool profiles, connecting MCP servers, building custom plugins, writing SKILL.md manifests, managing tool allow/deny policies, or debugging tool execution issues. Triggers on tasks involving tool groups, MCP transport config, plugin TypeScript modules, ClawHub skills, tool streaming, or provider-specific tool policies.

Extracts hidden or encoded text from GCODE files by analyzing toolpath geometry and coordinate data. This skill should be used when tasks involve decoding text from 3D printing files, recovering embossed or engraved text from GCODE, or CTF-style challenges involving GCODE analysis. Applies to any task requiring geometric reconstruction of text from CNC or 3D printer movement commands.

This skill provides guidance for fixing LaTeX overfull hbox warnings by making synonym substitutions. It should be used when the task involves resolving LaTeX line-breaking issues by replacing words with synonyms from an allowed list, particularly when the goal is to reduce line width without changing meaning.

Generates Docker and docker-compose configuration for multi-container development

Extract successful patterns from the current session and write them to project_memory.json

Recovers interrupted webnovel tasks with precise workflow state tracking. Detects the interruption point and provides safe recovery options. Activates when the user wants to resume or invokes /webnovel-resume.

Best practices for the Common utilities package in LlamaFarm. Covers HuggingFace Hub integration, GGUF model management, and shared utilities.

Implement quality gates, user approval, iteration loops, and test-driven development. Use when validating with users, implementing feedback loops, classifying issue severity, running test-driven loops, or building multi-iteration workflows. Trigger keywords - "approval", "user validation", "iteration", "feedback loop", "severity", "test-driven", "TDD", "quality gate", "consensus".

Initialize Conductor with product.md, tech-stack.md, and workflow.md

Complete guide for using drift database library in Flutter applications. Use when building Flutter apps that need local SQLite database storage with type-safe queries, reactive streams, migrations, and efficient CRUD operations. Includes setup with drift_flutter package, StreamBuilder integration, Provider/Riverpod patterns, and Flutter-specific database management for mobile, web, and desktop platforms.

Python testing with pytest covering fixtures, parametrization, mocking, and test organization for reliable test suites

Guide for using the AI's persistent journal database

Validate that worker-generated reports have all required sections and proper formatting. Use in quality gates, for report completeness checking, or when debugging missing report sections.

Create comprehensive MATLAB unit tests using the MATLAB Testing Framework. Use when generating test files, test cases, unit tests, test suites, or when the user requests testing for MATLAB code, functions, or classes.

Guide creation of AI Developer Workflows (ADWs) that combine deterministic orchestration code with non-deterministic agents. Use when building automated development pipelines, designing AFK agent systems, or implementing the PITER framework.

Internal vs external career growth paths, goal setting, career maintenance, and long-term planning for software engineers. Use when deciding between internal promotion vs external job search, setting career goals, or planning long-term career trajectory.

AI-simulated event-storming workshop with multi-persona support. Use when discovering domain events, commands, actors, and bounded contexts. Supports three modes - full-simulation (5 persona agents debate), quick (single-pass analysis), and guided (interactive with user). Orchestrates persona agents and synthesizes results.

Resume structure, achievement bullet formulas, ATS optimization, and job-targeted tailoring for software engineers. Use when reviewing resumes, crafting achievement bullets, extracting keywords from job descriptions, or tailoring content for specific roles.

Structures difficult decisions using Annie Duke's probabilistic thinking and Ben Horowitz's hard decisions frameworks. Use when facing tough choices, applying expected value thinking, or reducing decision paralysis with regret minimization and pre-mortems.

Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation. Triggers: "azure-monitor-opentelemetry", "configure_azure_monitor", "Application Insights", "OpenTelemetry distro", "auto-instrumentation".

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Kimi's capabilities with specialized knowledge, workflows, or tool integrations.

This skill should be used when the user asks about "RSU taxes", "Amazon stock compensation", "cost basis for RSUs", "Form 8949 adjustment", "vesting income calculation", "1099-B cost basis is wrong", "RSU double taxation", or provides RSU vesting confirmations, 1099-B forms, or W-2s with stock compensation. Also triggered by mentions of fair market value at vesting, capital gains on RSU sales, or broker-reported basis errors.