vasilyu1983/ai-agents-public

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claude-code-commands Create slash commands for Claude Code with $ARGUMENTS handling, agent invocation patterns, and template best practice…

vasilyu1983/ai-agents-public

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claude-code-mcp Configure and build Model Context Protocol (MCP) servers for Claude Code integration. Set up database, filesystem, gi…

vasilyu1983/ai-agents-public

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project-real-estate-agent Use for London residential property due diligence and investment second opinions (Zone 1-3 focus): mortgage compariso…

vasilyu1983/ai-agents-public

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startup-growth-playbooks Evidence-based growth tactics from real startups with specific numbers. Stage-specific playbooks (0 users to scaling)…

vasilyu1983/ai-agents-public

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software-solution-architecture Designs cross-system target states and transition plans from business workflows and system boundaries. Use when compa…

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startup-sales-execution Use when running founder-led sales, BD/partnership deal execution, or building an early sales motion: discovery calls…

vasilyu1983/ai-agents-public

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startup-finance-ops Use when setting up or improving startup finance operations: bookkeeping workflow, billing/collections, cash runway a…

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startup-hiring-and-management Use when planning and executing early startup hiring and management: first 1-10 hires, role scorecards, interview loo…

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startup-customer-success Use when building early customer success and retention systems: onboarding, activation/time-to-value, support triage,…

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startup-legal-basics Use when setting up startup legal basics: incorporation/entity choices, founder IP assignment, contractor agreements,…

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startup-distribution-audit Use when auditing an existing product's distribution capabilities. Evaluates ICP, messaging, activation, retention, c…

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product-antifraud Use when building log-based fraud detection for fintech applications, analyzing registration or authentication logs f…

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agents-memory Manages AGENTS.md, CLAUDE.md, and scoped repo rules for Claude Code and Codex. Use when fixing stale memory, ignored …

vasilyu1983/ai-agents-public

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agents-skills-feedback-loop Adds per-skill learnings loops for dated patterns, mistakes, and domain facts. Use when wiring skill memory, consolid…

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gamedev-roblox Creates Roblox experiences from empty Studio place to published world. Use when starting, building, validating, or sh…

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software-email-engineering Designs transactional email systems and send infrastructure. Use when implementing resets, receipts, deliverability c…

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software-performance Systematic profiling, load testing, performance budgets, and regression prevention. Use when diagnosing slow services…

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software-search Designs application search systems. Use when choosing engines, indexing, relevance tuning, facets, autocomplete, or s…

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ai-architecture-advisor Chooses among AI/ML approaches: classical ML, LLM, RAG, fine-tuning, agents, multimodal, embeddings/recsys, dense/MoE…

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ai-coding-agents Creates coding agents on Claude Code, Codex, and Agent SDK. Use when defining review, test, refactor, or team agents …

vasilyu1983/ai-agents-public

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ai-coding-agents-command-runtime Designs slash-command runtimes for coding-agent CLIs. Use when modeling command registries, lazy loading, aliases, fo…

vasilyu1983/ai-agents-public

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ai-coding-agents-execution-sandbox Designs execution sandboxes for coding agents. Use when modeling process isolation, filesystem policy, network contro…

vasilyu1983/ai-agents-public

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ai-coding-agents-observability-evals Designs coding-agent observability and evals. Use when measuring traces, replay, checkpoint lineage, quality trajecto…

vasilyu1983/ai-agents-public

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ai-coding-agents-permissions Designs approval and permission systems for coding-agent runtimes. Use when modeling tool approvals, plan-mode transi…

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ai-coding-agents-plugins Designs plugin systems for coding-agent runtimes and CLIs. Use when adding plugin manifests, extension points, built-…

vasilyu1983/ai-agents-public

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ai-coding-agents-provider-runtime Designs provider runtimes for coding agents. Use when modeling model abstraction, streaming semantics, tool-call norm…

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ai-coding-agents-release-distribution Designs release and distribution systems for coding-agent CLIs. Use when modeling packaging, auto-update channels, pl…

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ai-coding-agents-remote-runtime Designs remote execution and bridge runtimes for coding agents. Use when implementing remote sessions, local-UI remot…

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ai-coding-agents-sessions Designs session lifecycle for coding-agent runtimes. Use when implementing resume, transcript restoration, checkpoint…

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ai-coding-agents-settings-policy Designs settings and policy layers for coding-agent runtimes. Use when modeling source precedence, managed policy, en…

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ai-coding-agents-tasks Designs task runtimes for Loop Engineering, Graph Engineering, and background work. Use when work needs task lists, c…

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ai-coding-agents-terminal-ui Designs terminal-first coding-agent UX: REPL, prompt input, status lines, keybindings, display modes. Use when shapin…

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ai-coding-agents-tools Designs tool runtimes for coding agents. Use when modeling tool registries, deferred loading, permission-aware execut…

vasilyu1983/ai-agents-public

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ai-data-curation-pretraining Builds and audits LLM pretraining corpora: extraction, filtering, dedup, decontamination, data mixing, synthetic data…

vasilyu1983/ai-agents-public

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ai-deep-research Builds repeatable deep-research workflows for verified synthesis. Use when producing evidence-backed briefs, comparis…

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ai-distributed-training Guides multi-GPU pre-training: DDP, FSDP2, ZeRO, tensor/pipeline/expert parallelism, fp8/Muon. Use when scaling a run…

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ai-evals Designs trustworthy LLM, agent, responsible-AI, and multimodal evaluations. Use when measuring quality, fairness, pri…

vasilyu1983/ai-agents-public

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ai-local-model-ops Runs local and self-hosted LLM workflows with Ollama, LM Studio, MLX, Open WebUI, llamafile, and adapters. Use when o…

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ai-post-training Post-training and alignment: reward modeling, RLHF/PPO, DPO/DAAs, GRPO, RLVR, RLAIF, over-optimization. Use when adap…

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ai-pretraining Builds a transformer/GPT and BPE tokenizer from scratch. Use when implementing autograd, self-attention, a nanoGPT-st…

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ai-product-operating-model Designs operating models for AI in product teams. Use when planning platform ownership, provider strategy, data bound…

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ai-scaling-laws Sizes models and token budgets using Kaplan/Chinchilla scaling laws. Use when reasoning about compute-optimal N and D…

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ai-vector-brain Builds vector-brain implementations for repos, docs hubs, and compliance corpora. Use when creating pgvector retrieva…

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ai-voice-bots Builds production voice bots and IVR with Python STT/TTS pipelines. Use when designing telephony, streaming audio, la…

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data-streaming Designs streaming platforms for Kafka, Flink, CDC, and lakehouse ingestion. Use when planning event backbones, CDC pi…

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dev-contribution-quality-analysis Analyzes commit and PR history to score contribution quality objectively. Use when building engineering scorecards, c…

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docs-notes-retrieval Builds local-first note vault retrieval for Obsidian, markdown notebooks, and NotebookLM-adjacent exports. Use when p…

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foundations-ai-planning-search Applies planning and search theory (A*, CSP, MCTS, STRIPS/PDDL, HTN) to agent design. Use when an LLM agent hallucina…

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foundations-behavioral-economics 16 behavioral-economics primitives for ethical pricing, choice design, and retention. Use when framing, defaults, hab…

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foundations-consumer-neuroscience Consumer-neuroscience primitives for attention, arousal, bonding, narrative, memory, and reward. Use when shaping eth…

vasilyu1983/ai-agents-public

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