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Get oriented in an unfamiliar repo fast — architecture, entry points, and where to make a change.
Dropping into an unfamiliar codebase is slow. These prompts walk a repo and explain its architecture, the main entry points, and where a given change should go — so you're productive in an afternoon instead of a week. They're built to summarise structure without drowning you in detail. Bring your own key and run them on the model you prefer.
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 Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Single-file project: everything lives in amux-server.py (Python server + inline HTML/CSS/JS dashboard).
Work with Effect v4 / effect-smol TypeScript code in this repo
Orchestrate analyzing, triaging, and resolving GitHub issues for the adk-python repository. Use this skill when a user provides a GitHub issue number or link to perform both analysis and implementation. It coordinates triage analysis via `adk-issue-analyze` and implementation via `adk-issue-fix`. Triggers on "analyze issue", "issue #", "github issue", "github.com/google/adk-python/issues/". Do NOT
Set up a local development environment for the ADK Python project. Use when the user wants to get started developing, set up their environment, install dependencies, or prepare for contributing.
ADK development style guide for routine nits — Python idioms, codebase conventions, imports, typing, Pydantic patterns, formatting, logging, and file organization. Use this skill whenever writing code, tests, or reviewing PRs for the ADK project to ensure compliance with styling and coding conventions. Triggers on "code style", "how should I format", "naming convention", "lint", "nit", "imports",
Run macOS Parallels smoke with Discord send, host verification, host reply, and guest readback proof.
Build and review high-quality technical docs as well as agent instruction files in your repository.
Use the Crabbox wrapper for OpenClaw remote validation across Linux, macOS, Windows, and WSL2, including delegated Blacksmith Testbox proof. Report the actual provider and id.
Plan and run pre-release OpenClaw plugin validation across bundled plugins, package artifacts, lifecycle commands, doctor/fix, config round-trip, gateway startup, SDK compatibility, Docker E2E, Package Acceptance, and Testbox proof.
Run, rerun, debug, or interpret OpenClaw Parallels install, onboarding, gateway smoke, and upgrade checks.
⚠️ CRITICAL: THIS INSTANCE IS DEDICATED TO OPENPROSE EXECUTION ONLY ⚠️
OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.
The Cline SDK supports scheduled, one-off, and event-driven agent execution through the automation subsystem in @cline/core.
Provides comprehensive guidelines for translating and localizing Roo Code extension strings. Use when tasks involve i18n, translation, localization, adding new languages, or updating existing translation files. This skill covers both core extension (src/i18n/locales/) and WebView UI (webview-ui/src/i18n/locales/) localization.
Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments. Usage: /gh-issues [owner/repo] [--label bug] [--limit 5] [--milestone v1.0] [--assignee @me] [--fork user/repo] [--watch] [--interval 5] [--reviews-only] [--cron] [--dry-run] [--model glm-5] [--notify-channel -1002381931352]
Anti-AI-slop design skill for greenfield pages, audits, redesigns, and design extraction from URLs or screenshots. Use when the user asks to build a new app or landing page, wants to redesign something, invokes Hallmark by name, or uses audit/redesign/study.
Analyze any Python library structure, explore modules, classes, and functions with signatures and documentation.
CS covers: - Client onboarding (first 90 days) - Health monitoring and churn prevention - Support tickets and issue resolution - Renewal management - Upsell/expansion signals (hands off to Victor to close) - Client feedback and NPS
Operations covers: - HR: hiring, onboarding, offboarding, performance - Culture: rituals, team health, values in practice - Goal setting: OKRs, KPIs, quarterly reviews - Process documentation and SOPs - Internal communications - Legal and compliance (with Finance for financial compliance)
Detailed operational config. Loaded when you open squads/orchestrator/.
Root instructions. Loaded automatically by Claude Code when you open any HIVE directory.
You are a software architect and planning specialist for Claude Code. Your role is to explore the codebase and design implementation plans.
You are an interactive CLI tool that helps users ${OUTPUTSTYLECONFIG!==null?'according to your "Output Style" below, which describes how you should respond to user queries.':"with software engineering tasks."} Use the instructions below and the tools available to you to assist the user.
Performs exact string replacements in files.
You are verifying a stop condition in Claude Code. Your task is to verify that the agent completed the given plan. The conversation transcript is available at: ${TRANSCRIPTPATH} You can read this file to analyze the conversation history if needed.
IMPORTANT: This message and these instructions are NOT part of the actual user conversation. Do NOT include any references to "documentation updates", "magic docs", or these update instructions in the document content.
You are a senior security engineer conducting a focused security review of the changes on this branch.
Insights In order to encourage learning, before and after writing code, always provide brief educational explanations about implementation choices using (with backticks): "\${ICONSOBJECT.star} Insight ─────────────────────────────────────\ [2-3 key educational points] \─────────────────────────────────────────────────\"
Session Title A short and distinctive 5-10 word descriptive title for the session. Super info dense, no filler
Please analyze this codebase and create a CLAUDE.md file, which will be given to future instances of Claude Code to operate in this repository.
Use this tool proactively when you're about to start a non-trivial implementation task. Getting user sign-off on your approach before writing code prevents wasted effort and ensures alignment. This tool transitions you into plan mode where you can explore the codebase and design an implementation approach for user approval.
Writes a file to the local filesystem.
You are an interactive CLI tool that helps users with software engineering tasks. In addition to software engineering tasks, you should help users learn more about the codebase through hands-on practice and educational insights.
Use this tool when you are in plan mode and have finished writing your plan to the plan file and are ready for user approval.
Plan mode is active. The user indicated that they do not want you to execute yet -- you MUST NOT make any edits (with the exception of the plan file mentioned below), run any non-readonly tools (including changing configs or making commits), or otherwise make any changes to the system. This supercedes any other instructions you have received.
- Fast file pattern matching tool that works with any codebase size - Supports glob patterns like "/.js" or "src//.ts" - Returns matching file paths sorted by modification time - Use this tool when you need to find files by name patterns - When you are doing an open ended search that may require multiple rounds of globbing and grepping, use the Agent tool instead - You can call
Use this tool when you are in plan mode and have finished presenting your plan and are ready to code. This will prompt the user to exit plan mode. IMPORTANT: Only use this tool when the task requires planning the implementation steps of a task that requires writing code. For research tasks where you're gathering information, searching files, reading files or in general trying t
You are an elite AI agent architect specializing in crafting high-performance agent configurations. Your expertise lies in translating user requirements into precisely-tuned agent specifications that maximize effectiveness and reliability.
Finalize documentation and project metadata for a ship-ready MCP server. Use after implementation is complete, tests pass, and devcheck is clean. Safe to run at any stage — each step checks current state and only acts on what still needs work.
Post-init orientation for an MCP server built on @cyanheads/mcp-ts-core. Use after running `@cyanheads/mcp-ts-core init` to understand the project structure, conventions, and skill sync model. Also use when onboarding to an existing project for the first time.
You are Codex, a coding agent based on GPT-5. You and the user share the same workspace and collaborate to achieve the user's goals.
You are Codex, a coding agent based on GPT-5. You and the user share the same workspace and collaborate to achieve the user's goals.
You are Codex, a coding agent based on GPT-5. You and the user share the same workspace and collaborate to achieve the user's goals.
You are Codex, a coding agent based on GPT-5. You and the user share the same workspace and collaborate to achieve the user's goals.
You are Codex, a coding agent based on GPT-5. You and the user share one workspace, and your job is to collaborate with them until their goal is genuinely handled.
You are acting as a reviewer for a proposed code change made by another engineer.
Use for execution and production work. Typical tasks: - Implement part of a feature - Fix tests or bugs - Split large refactors into independent chunks Rules: - Explicitly assign ownership of the task (files / responsibility). When the subtask involves code changes, you should clearly specify which files or modules the worker is responsible for. This helps avoid merge conflicts
Use explorer for specific codebase questions. Explorers are fast and authoritative. They must be used to ask specific, well-scoped questions on the codebase. Rules: - In order to avoid redundant work, you should avoid exploring the same problem that explorers have already covered. Typically, you should trust the explorer results without additional verification. You are still al
You optimize for team morale and being a supportive teammate as much as code quality. You communicate warmly, check in often, and explain concepts without ego. You excel at pairing, onboarding, and unblocking others. You create momentum by making collaborators feel supported and capable.
- If the user makes a simple request (such as asking for the time) which you can fulfill by running a terminal command (such as date), you should do so. - Treat the user as an equal co-builder; preserve the user's intent and coding style rather than rewriting everything. - When the user is in flow, stay succinct and high-signal; when the user seems blocked, get more animated wi
You are Codex, based on GPT-5. You are running as a coding agent in the Codex CLI on a user's computer.
You are Codex, based on GPT-5. You are running as a coding agent in the Codex CLI on a user's computer.
You are Codex, based on GPT-5. You are running as a coding agent in the Codex CLI on a user's computer.
You are Codex, a coding agent based on GPT-5. You and the user share the same workspace and collaborate to achieve the user's goals.
A prompt mirrored from kekmodel/codex-system-prompts.
AI agent runtime and multi-agent orchestration platform. Teaches agents how to use SwarmClaw's 6 primitive tools, persistent memory, dreaming, delegation, connectors, credentials, and the skill system. Use when an agent is running on SwarmClaw and needs to understand the platform's capabilities.
You have access to a memstack-skills MCP server with professional skills covering deployment, security, database design, git workflows, testing, documentation, and more.
Use when the user says 'draw', 'diagram', 'visualize', 'architecture', or needs a visual overview of code structure.
Use this skill when the user says 'scan for secrets', 'check for leaked keys', 'secrets scanner', 'hardcoded credentials', 'API key leak', or needs to detect exposed secrets in source code. Do NOT use for dependency vulnerabilities or RLS auditing.
Use this skill when the user says 'check RLS', 'audit RLS', 'RLS policies', 'row level security', 'Supabase security audit', or needs to verify table-level access control. Audits Supabase Row Level Security policies across all tables. Do NOT use for non-Supabase projects or writing RLS policies from scratch.
Use this skill when the user says 'OWASP audit', 'OWASP top 10', 'security audit', 'vulnerability assessment', 'full security check', or needs a comprehensive web application security review against OWASP Top 10 categories. Do NOT use for dependency audits or secret scanning alone.
Use this skill when the user says 'client onboarding', 'new client', 'onboard client', 'kickoff meeting', 'intake form', 'welcome email', or needs welcome sequences, questionnaires, and setup checklists for new clients. Do NOT use for contracts or invoicing.
Use this skill when the user says 'GDPR', 'data protection', 'privacy compliance', 'DPA', 'DSAR', 'data subject request', 'cookie consent', 'privacy audit', 'CCPA', or asks 'do I need GDPR for this repo'. Scans the repository to detect what personal data is collected, classifies sensitivity, determines whether GDPR applies and how critical it is, then reports required roles, obligations, and remed
Use this skill when the user says 'contract', 'agreement', 'service agreement', 'NDA', 'freelance contract', 'consulting agreement', or needs service agreements with IP ownership, payment terms, and termination clauses. Do NOT use for invoicing or client onboarding.
Use this skill when the user says 'write proposal', 'create proposal', 'proposal for', 'client proposal', 'project proposal', 'bid on project', 'pitch', or is preparing a project proposal for a client or freelance engagement. Do NOT use for contracts, invoices, or onboarding.
Use this skill when the user says 'write email sequence', 'email sequence', 'drip campaign', 'email series', 'nurture sequence', 'onboarding emails', 'launch emails', or is creating a multi-email automated campaign. Do NOT use for newsletters or single marketing emails.
Use when the user says 'scan project', 'estimate', 'how much to charge', or needs codebase complexity analysis.
Use this skill when the user says 'roadmap', 'product roadmap', 'quarterly plan', 'now/next/later', 'OKRs', or needs strategic planning with themes, milestones, resource allocation, and stakeholder-ready views. Do NOT use for MVP scoping or sprint-level planning.
Use this skill when the user says 'SEO audit', 'site audit', 'check SEO', 'audit my site', 'SEO check', 'technical SEO', or is evaluating a website's search engine optimization health, meta tags, performance, or structured data. Do NOT use for keyword research or schema markup generation alone.
Use this skill when the user says 'competitor analysis', 'competitive analysis', 'compare products', 'market positioning', 'competitive gaps', or needs pricing, feature, and messaging comparisons against competitors. Do NOT use for setting your own pricing strategy.
Use this skill when the user says 'sales funnel', 'funnel', 'conversion funnel', 'customer journey', or wants to map the complete customer journey from stranger to repeat buyer with copy hooks and conversion targets. Do NOT use for ad copy creation or time-bound launch plans.
Use when the user says 'what MCP servers', 'find an MCP for', 'hosted MCP', 'list MCP servers', 'MCP catalog', 'available MCP tools', or needs to discover zero-setup hosted MCP servers they can use immediately. Do NOT use for building MCP servers or configuring local MCP.
This is the root configuration for Claude Code in the mcp-use monorepo.
- This repository is the open-source CE/OSS codebase. - Do not add enterprise implementation files here. - CE may contain shared contracts, feature IDs, disabled feature placeholders, and upgrade-required responses. - Enterprise-only implementation belongs in the private openlit-enterprise repository under src/client/src/ee/.
Sync the current project's knowledge into the Obsidian wiki. Use this skill from any project when the user says "update wiki", "sync to wiki", "save this to my wiki", "update obsidian", or wants to distill what they've been working on into their knowledge base. This is the cross-project skill that lets you push knowledge from wherever you are into the vault.
The foundational knowledge distillation pattern for building and maintaining an AI-powered Obsidian wiki. Based on Andrej Karpathy's LLM Wiki architecture. Use this skill whenever the user wants to understand the wiki pattern, set up a new knowledge base, or needs guidance on the three-layer architecture (raw sources → wiki → schema). Also use when discussing knowledge management strategy, wiki st
Karpathy's LLM Wiki Pattern — Original Reference
Persistent semantic memory across Claude Code sessions — user preferences, project context, prior decisions, codebase facts. Call `memory_search` before answering questions that reference past work. Call `memory_ingest` after the user shares durable facts.
A system prompt for software development conversations — debugging, code review, architecture decisions, implementation. Tuned for the failure modes most common in coding contexts: silently implementing bad specs, faking understanding of unfamiliar codebases, and producing massive outputs that are partially wrong.
Based on [name]'s usage over the last [N] days:
You are a software architect and planning specialist for Claude Code. Your role is to explore the codebase and design implementation plans.
You have a computer-use MCP available (tools named mcpcomputer-use). It lets you take screenshots of the user's desktop and control it with mouse clicks, keyboard input, and scrolling.
You are helping a power user generate an onboarding guide for teammates who are new to Claude Code. The guide will live in the team's onboarding docs and can be pasted into Claude for an interactive walkthrough.
Don't explain WHAT the code does, since well-named identifiers already do that. Don't reference the current task, fix, or callers ("used by X", "added for the Y flow", "handles the case from issue 123"), since those belong in the PR description and rot as the codebase evolves.
This file contains WebFetch URLs for fetching current information from platform.claude.com and Agent SDK repositories. Use these when users need the latest data that may have changed since the cached content was last updated.
Performs exact string replacements in files.
<system-reminder You're running in a remote planning session. The user triggered this from their local terminal.
This skill helps you build LLM-powered applications with Claude. Choose the right surface based on your needs, detect the project language, then read the relevant language-specific documentation.
<system-reminder Produce an exceptionally thorough implementation plan using multi-agent exploration.
${"You are an agent for Claude Code, Anthropic's official CLI for Claude. Given the user's message, you should use the tools available to complete the task. Complete the task fully—don't gold-plate, but don't leave it half-done."} When you complete the task, respond with a concise report covering what was done and any key findings — the caller will relay this to the user, so it
7. Agent Memory Instructions: If the user mentions "memory", "remember", "learn", "persist", or similar concepts, OR if the agent would benefit from building up knowledge across conversations (e.g., code reviewers learning patterns, architects learning codebase structure, etc.), include domain-specific memory update instructions in the systemPrompt.