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Retrieve universal coding patterns from vector database. Auto-invokes before complex tasks or when user says "--recall". Searches relevant role collections based on task context.
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Basierend auf der SOC-Berufsklassifikation
Headless browser automation CLI for AI agents. Use this skill when you need to automate web interactions, scrape web pages, test web applications, or perform any browser-based tasks. Triggers include "browse", "automate browser", "scrape website", "test web app", "fill form", "take screenshot", or any web automation request. Provides accessibility-first element targeting with semantic locators.
Toolkit for testing Android applications using Appium with Espresso driver. Supports automated UI testing, gesture interactions, element discovery, and screenshot capture. Use when testing native Android apps (.apk files), verifying mobile UI functionality, automating gestures (swipe, scroll, tap), or running blackbox tests on Android devices/emulators.
This skill should be used when users want to create, configure, or debug Claude Code hooks. Hooks are shell commands that execute at various points in Claude Code's lifecycle (PreToolUse, PostToolUse, Stop, SessionStart, etc.). Use this skill when users ask to create custom automation, file protection, code formatting hooks, notifications, or any lifecycle-based triggers for Claude Code.
Store universal coding patterns into vector database. Auto-invokes after difficult tasks with broadly-applicable lessons. Trigger with "--store" or when user expresses frustration (strong learning signals).
Create custom slash commands for Claude Code. Use this skill when the user asks to "create a command", "add a slash command", "make a custom command", "write a command for...", or needs help with command frontmatter, arguments ($ARGUMENTS, $1, $2), file references (@syntax), bash execution in commands, or organizing commands in project/personal/plugin locations.
Find reputable GitHub repositories with quality filters (stars, recency, license). Use this skill when the user needs to find code samples, reference implementations, libraries, or templates on GitHub. Triggers on requests like "find GitHub repos for X", "search GitHub for Y examples", "find a good library for Z", or any request to discover quality open-source code. Requires gh CLI (version 2.14+).
| name | coder-memory-recall |
| description | Retrieve universal coding patterns from vector database. Auto-invokes before complex tasks or when user says "--recall". Searches relevant role collections based on task context. |
The memory-only agent has ZERO access to Read/Write/Edit/Glob/Bash - it can ONLY use MCP memory tools. This prevents file reading pollution by design.
Search when: Non-obvious bugs, complex architectures, performance issues, unfamiliar domains, hard problems.Skip when: Obvious tasks, basic file operations, standard workflows, problems solvable with basic knowledge.
**Step 1: Build semantic query** Construct 2-3 sentences capturing: What is the problem? What is the technical context? What outcome is desired?Example: "Need to implement rate limiting for REST API to prevent abuse. Backend service in Node.js with Express. Want proven pattern that prevents thundering herd."
Step 2: Detect relevant roles Map task context to roles:
Default to ["universal"] if unclear. Can search multiple roles when task spans domains.
Step 3: Search previews
Use search_memory with query, roles=["detected_role", "universal"], limit=20.
Step 4: Analyze previews Review returned previews (title + description + tags). Select 3-5 most relevant based on:
Step 5: Retrieve full content
Use batch_get_memories with selected doc_ids (no roles parameter needed).
Step 6: Present results Format retrieved memories clearly. Let the main agent decide what to apply.
<role_mapping> Available roles:
Default to "universal" if unclear. Search multiple role collections when task spans domains. </role_mapping>
