paperclipai/companies

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cso Infrastructure-first security audit across 14 phases: attack surface mapping, secrets archaeology (git history), supp…

paperclipai/companies

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2

database-optimizer Optimizes database queries and improves performance across PostgreSQL and MySQL systems including index design, query…

paperclipai/companies

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debate Structured multi-round debate between AI tools with proposer/challenger roles and verdict

paperclipai/companies

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deslop Clean AI slop from code with certainty-based findings and auto-fixes

paperclipai/companies

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digest Generate a consolidated digest from multiple information sources

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dispatching-parallel-agents Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

paperclipai/companies

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draft-nda Draft a detailed Non-Disclosure Agreement between two parties covering information types, jurisdiction, and clauses n…

paperclipai/companies

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drift-analysis Analyze project state, detect plan drift, and create prioritized reconstruction plans

paperclipai/companies

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enhance-orchestrator Coordinate multiple enhancement analyzers in parallel and produce unified report

paperclipai/companies

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enhance-prompts Analyze prompts for clarity, structure, examples, and output reliability

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estimate Effort breakdown and estimation

paperclipai/companies

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fastapi-expert Builds high-performance async Python APIs with FastAPI and Pydantic V2 including REST endpoints, authentication flows…

paperclipai/companies

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fp-check Systematic false positive verification for security bug analysis with mandatory gate reviews

paperclipai/companies

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gate-check Quality gate validation

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goal-tracker Track and report on progress toward defined goals

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grammar-check Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text

paperclipai/companies

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growth-loops Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User…

paperclipai/companies

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gtm-motions Identify the best GTM motions and tools across 7 motion types: Inbound, Outbound, Paid Digital, Community, Partners, …

paperclipai/companies

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19

guard Combines careful + freeze. Dual protection: destructive command warnings plus edit boundary enforcement.

paperclipai/companies

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20

hacker-news-digest Curate and summarize top Hacker News stories

paperclipai/companies

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21

heartbeat System health check that verifies agent operations are running correctly

paperclipai/companies

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insecure-defaults Detects insecure default configurations including hardcoded credentials, fallback secrets, weak authentication defaul…

paperclipai/companies

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investigate Systematic root-cause debugging. Iron Law: no fixes without root cause investigation first. Four phases: Root Cause I…

paperclipai/companies

1

24

issue-triage Triage and categorize new GitHub issues on watched repos

paperclipai/companies

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25

kubernetes-specialist Deploys and manages Kubernetes workloads with deployment manifests, pod security policies, RBAC, Helm charts, Network…

paperclipai/companies

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26

land-and-deploy Merge PR, wait for deploy, verify production health. 10-step workflow: pre-flight, CI check, readiness gate, merge (r…

paperclipai/companies

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27

launch-checklist Pre-release validation checklist

paperclipai/companies

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28

learn Research any topic online and create comprehensive learning guides with RAG-optimized indexes

paperclipai/companies

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29

market-sizing Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches

paperclipai/companies

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30

mcp-developer Builds, debugs, and extends MCP servers and clients that connect AI systems with external tools and data sources via …

paperclipai/companies

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31

memory-flush Prune stale memory entries and consolidate the memory index

paperclipai/companies

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32

microservices-architect Designs distributed system architectures, decomposes monoliths into bounded-context services, recommends communicatio…

paperclipai/companies

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33

milestone-review Milestone progress tracking and review

paperclipai/companies

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34

modern-python Modern Python best practices. Use when creating new Python projects, writing Python scripts, or migrating existing pr…

paperclipai/companies

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35

monitoring-expert Configures monitoring systems, implements structured logging, creates Prometheus/Grafana dashboards, defines alerting…

paperclipai/companies

1

36

morning-brief Synthesize overnight activity into a daily actionable briefing

paperclipai/companies

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37

nextjs-developer Builds Next.js 14+ applications with App Router, server components, server actions, middleware, streaming SSR, and Ve…

paperclipai/companies

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38

perf-analyzer Synthesize performance findings into evidence-backed recommendations and decisions

paperclipai/companies

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39

perf-benchmarker Run sequential performance benchmarks with strict duration rules and baseline management

paperclipai/companies

1

40

plan-eng-review Eng manager-mode plan review. Scope challenge, architecture review, code quality review, detailed test coverage diagr…

paperclipai/companies

1

41

playwright-expert Writes E2E tests with Playwright including test scripts, page objects, test fixtures, reporters, CI integration, API …

paperclipai/companies

1

42

postgres-pro Optimizes PostgreSQL queries, configures replication, implements advanced features including EXPLAIN analysis, JSONB …

paperclipai/companies

1

43

project-stage-detect Auto-detect current development phase

paperclipai/companies

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44

prompt-engineer Writes, refactors, and evaluates prompts for LLMs generating optimized templates, structured output schemas, evaluati…

paperclipai/companies

1

45

qa-only Report-only QA — same browser-based testing as qa but documents bugs with screenshots and repro steps only, no code c…

paperclipai/companies

1

46

rag-architect Designs production-grade RAG systems with document chunking, embedding generation, vector store configuration, hybrid…

paperclipai/companies

1

47

react-expert Builds React 18+ applications with components, custom hooks, Server Components, Suspense boundaries, state management…

paperclipai/companies

1

48

reddit-digest Monitor and summarize activity from tracked subreddits

paperclipai/companies

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49

reflect Self-reflection on recent activity to identify patterns and improvements

paperclipai/companies

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50

release-checklist Release pipeline checklist

paperclipai/companies

1