Prompt Library
204 Prompts — Alle Kategorien
Matcher — Top-3 aehnliche Prompts
Improver — Prompt verbessern
| Name | Kategorie | Vorschau | Variablen | Rating | Modell | Tags |
|---|---|---|---|---|---|---|
| Security Audit | Code | Perform a thorough security audit of the following {{language}} code. Check for: - Injection vulnerabilities (SQL, command, LDAP) - Authentication an | language, code | ★★★★★ | claude-3.7-sonnet | security,audit,owasp |
| Architecture Audit | Code | Review the following system architecture description and code for: - Separation of concerns violations - Coupling and cohesion issues - Scalability bo | context, code | ★★★★★ | claude-3.7-sonnet | architecture,design,scalability |
| Debugging Chain-of-Thought | Code | Debug the following {{language}} error using chain-of-thought reasoning. Error message: {{error}} Relevant code: ```{{language}} {{code}} ``` Think | language, error, code | ★★★★★ | claude-3.7-sonnet | debug,chain-of-thought,reasoning |
| Test Generation TDD | Code | Generate test cases following Test-Driven Development principles for: Feature: {{feature}} Language/Framework: {{framework}} Requirements: - Write f | feature, framework | ★★★★★ | ollama/qwen2.5-coder:7b | tdd,testing,unit-tests |
| System Design Document | Code | Create a comprehensive system design document for: {{feature}} Include: ## 1. Requirements - Functional requirements (bullet list) - Non-functional r | feature | ★★★★★ | claude-3.7-sonnet | system-design,architecture,documentation |
| PR Review Checklist | Code | Review this pull request description and code diff as a senior engineer. PR Title: {{pr_title}} PR Description: {{pr_description}} Code diff: ``` {{ | pr_title, pr_description, diff | ★★★★★ | claude-3.7-sonnet | pr,review,code-quality |
| Kubernetes Deployment | DevOps | Generate a production-ready Kubernetes deployment for: Service: {{service_name}} Image: {{image}} Port: {{port}} Replicas: {{replicas}} Include: - D | service_name, image, port, replicas, max_replicas | ★★★★★ | ollama/qwen2.5-coder:7b | kubernetes,k8s,deployment,devops |
| Technology Comparison Deep-Dive | Research | Produce an expert-level comparison of {{option_a}} vs {{option_b}} for the use case: {{use_case}}. Structure: 1. Executive Summary (3-5 bullet recomm | option_a, option_b, use_case | ★★★★★ | openrouter/qwen3-coder-plus | comparison,research,decision |
| Root Cause Analysis | Analysis | Perform a root cause analysis for the incident: Incident description: {{incident}} Timeline: {{timeline}} Affected systems: {{systems}} Use the 5 Wh | incident, timeline, systems, mitigation | ★★★★★ | claude-3.7-sonnet | rca,incident,post-mortem,analysis |
| Yoga Kurs Beschreibung DE | Creative | Schreibe eine ansprechende Kursbeschreibung fuer einen Yoga-Kurs auf der Website. Kursname: {{kursname}} Stil: {{stil}} (z.B. Hatha, Vinyasa, Yin) Ni | kursname, stil, niveau, dauer, besonderheit | ★★★★★ | claude-3.5-haiku | yoga,german,website,seo,creative |
| SEO Meta Tags DE | Creative | Erstelle SEO-optimierte Meta-Tags fuer eine deutschsprachige Website. Seite: {{seite}} Hauptkeyword: {{keyword}} Nebenkeywords: {{nebenkeywords}} Zie | seite, keyword, nebenkeywords, zielgruppe | ★★★★★ | claude-3.5-haiku | seo,german,meta,website,yoga |
| FLUX Image Prompt | Pixel | Create an optimized FLUX.1 image generation prompt for: {{description}} Style: {{style}} Mood: {{mood}} Composition: {{composition}} Output format: | description, style, mood, composition, resolution | ★★★★★ | claude-3.5-haiku | flux,image-gen,stable-diffusion,pixel |
| Agentic Task Decomposition | System | Decompose the following complex task into a parallel agent execution plan. Task: {{task}} Available tools: {{tools}} Constraints: {{constraints}} Ou | task, tools, constraints | ★★★★★ | claude-3.7-sonnet | agentic,orchestration,planning,multi-agent |
| Tool Use Chain Prompt | System | Design a tool-use chain for: {{objective}} Available tools: {{tools_list}} Create a step-by-step execution plan where each step: 1. Names the tool t | objective, tools_list, output_format | ★★★★★ | claude-3.7-sonnet | tool-use,agentic,chain,llm |
| RAG Query Rewriter | System | Rewrite the following user query for optimal RAG retrieval. Original query: {{query}} Available knowledge base topics: {{topics}} Retrieval strategy: | query, topics, strategy | ★★★★★ | claude-3.5-haiku | rag,retrieval,query,embedding |
| Prompt Evaluation Rubric | System | Evaluate the following prompt against quality criteria. Prompt to evaluate: {{prompt}} Rate each dimension 1-5 and explain: 1. Clarity: Is the task | prompt | ★★★★★ | claude-3.7-sonnet | prompt-engineering,evaluation,quality |
| n8n Workflow Design | Flow | Design an n8n automation workflow for: {{task}} Trigger: {{trigger}} (webhook/schedule/manual) Integrations needed: {{integrations}} Node-by-node pl | task, trigger, integrations | ★★★★★ | claude-3.7-sonnet | n8n,automation,workflow,flow |
| Socratic Problem Solver | Analysis | Help me solve: {{problem}} Use Socratic questioning to guide the analysis: 1. Clarifying questions: What exactly is the problem? What do we know? 2. | problem | ★★★★★ | claude-3.7-sonnet | socratic,reasoning,problem-solving,chain-of-thought |
| Adversarial Review | Analysis | Steelman and then attack the following proposal. Proposal: {{proposal}} Context: {{context}} ## Steel-Manning Make the strongest possible case FOR t | proposal, context | ★★★★★ | claude-3.7-sonnet | critical-thinking,review,adversarial,reasoning |
| Incident Response Runbook | DevOps | Create an incident response runbook for: {{service}} experiencing {{incident_type}} Severity levels: - P0 (site down): respond in 15 min - P1 (degrad | service, incident_type | ★★★★★ | claude-3.7-sonnet | devops,incident,runbook,on-call |
| Observability Setup | DevOps | Design an observability setup for {{service}} deployed on {{platform}}. Include: ## Metrics (Prometheus/OTel) - Key metrics to instrument (latency p5 | service, platform | ★★★★★ | ollama/qwen2.5-coder:7b | observability,monitoring,logging,devops |
| Database Query Optimizer | Code | Analyze and optimize the following SQL query for {{database}}. ```sql {{query}} ``` Table sizes: {{table_stats}} Analysis: 1. Current execution pla | database, query, table_stats | ★★★★★ | ollama/qwen2.5-coder:7b | sql,database,performance,optimization |
| Add new glug plugin | Code | Add a new plugin to the glug repo at `/nvmetank1/projects/glug/plugins/{plugin_name}/`. Required files: 1. `manifest.toml` with `id = "glug.{plugin_n | {'name': 'plugin_name', 'description': 'snake_case dir name'}, {'name': 'feature_description', 'description': 'what it does'} | ★★★★★ | claude-3.7-sonnet | stack-aware,glug,plugin,framework |
| New Caddy vhost via Pi-hole + Authelia | DevOps | Wire `{subdomain}.joelduss.xyz` end-to-end on this stack: 1. Add to `/etc/pihole/pihole.toml` `dns.hosts` array: `"192.168.1.216 {subdomain}.joelduss | {'name': 'subdomain', 'description': 'e.g. orchestrator'}, {'name': 'port', 'description': 'backend port'}, {'name': 'service_description', 'description': 'what runs there'} | ★★★★★ | claude-3.5-haiku | stack-aware,caddy,pi-hole,authelia,dns |
| Author rag-stack /governance/{page} blueprint | Code | Add a new governance UI page at `/governance/{page}` in rag-stack, modeled after AP56 Knowledge Governance Board. Files to create in `/nvmetank1/proj | {'name': 'page', 'description': 'snake_case slug'}, {'name': 'feature_description', 'description': 'what the board surfaces'} | ★★★★★ | claude-3.7-sonnet | stack-aware,rag-stack,governance,blueprint,ap56 |
| Wave-style migration plan glug ↔ rag-stack ↔ yoga | Analysis | Plan a strict-separation migration of `{feature}` between glug/rag-stack/yoga repos. Per user 2026-05-01: glug = web framework only; rag-stack = agen | {'name': 'feature', 'description': 'e.g. agent-quality-supervisor'}, {'name': 'feature_description', 'description': 'what + why migrating'}, {'name': 'source_repo', 'description': 'glug|rag_stack|yoga'}, {'name': 'target_repo', 'description': 'glug|rag_stack|yoga'}, {'name': 'topic', 'description': 'backup-tag slug'} | ★★★★★ | claude-3.7-sonnet | stack-aware,migration,wave,strict-separation,rag-stack-45 |
| FU5 docker.sock audit pattern | Analysis | Audit `{compose_file}` (or specific service `{service}`) for docker.sock exposure following FU5 methodology (rag-stack#84). Steps: 1. `grep -nE 'dock | {'name': 'compose_file', 'description': 'e.g. /docker-yaml/ai-stack.yml'}, {'name': 'service', 'description': 'specific container, optional'} | ★★★★★ | claude-3.7-sonnet | stack-aware,security,docker-sock,fu5,audit |
| rag-add lesson with AP5 source-authority | Code | Author a rag-add lesson for `{topic}` that's well-formed for AP5 source-authority + FU2 secret-scan + obsidian-mirror. CLI invocation (note: rag-add | {'name': 'topic', 'description': 'long topic'}, {'name': 'topic_short', 'description': '≤80 chars'}, {'name': 'tags_comma', 'description': 'comma-separated'}, {'name': 'agent_role', 'description': 'agent-claude/human/etc'}, {'name': 'issue_num', 'description': 'gitea issue#'}, {'name': 'author_kind', 'description': 'tool|human|ai'}, {'name': 'lesson_text', 'description': 'actual lesson body'} | ★★★★★ | claude-3.5-haiku | stack-aware,rag,lessons,ap5,fu2,obsidian |
| agent-orchestrate dispatch with AP3 stages | Flow | Plan a multi-project agent dispatch via `bin/agent-orchestrate` for `{intent}` across `{projects}`. Pre-flight (AP3 6-stage policy): 1. Stage 1 (role | {'name': 'intent', 'description': 'long-form intent'}, {'name': 'intent_short', 'description': '≤80 chars'}, {'name': 'projects', 'description': 'description of which projects'}, {'name': 'projects_comma', 'description': 'glug,rag-stack,yoga,…'}, {'name': 'role', 'description': 'agent-haiku|claude|or|codex|qwen'}, {'name': 'parallel_count', 'description': 'max parallel children'}, {'name': 'timeout_min', 'description': 'per-child timeout'} | ★★★★★ | claude-3.7-sonnet | stack-aware,orchestration,agent-orchestrate,ap3,ap4,ap50 |
| yoga plugin with EDA + tenant-overrides | Code | Add a yoga.{plugin_name} plugin in `/nvmetank1/docker/yoga/plugins/{plugin_name}/` (post-Wave-1+2 separation: yoga lives in its own repo). Files: 1. | {'name': 'plugin_name', 'description': 'snake_case'}, {'name': 'feature', 'description': 'what + why'} | ★★★★★ | claude-3.7-sonnet | stack-aware,yoga,plugin,multi-tenant,eda,strict-separation |