Data and AI agents

hoangsonww/AI-Agents-Orchestrator

Agent Claude Code

Expert in ML pipelines, model optimization, LLM integration, and AI system architecture.

agency-ai-solutions/agency-starter-template

Agent Claude Code

Write optimized agent instructions using prompt engineering best practices.

cloudrift-ai/emmy

Agent

Find current open-weight model momentum and exact identities on Hugging Face.

cloudrift-ai/emmy

Agent

Qualify one model on the workflow-owned GPU and produce reviewed Emmy artifacts.

ypollak2/llm-router

Agent

Part of llm-router

Cost-optimized assistant that routes every task through LLM Router first.

doodledood/manifest-dev

Agent Claude Code

Verifies prompt compression quality. Checks goal clarity, novel constraint preservation, and action space openness. Flags over-specification and training-redundant content. Returns VERIFIED or ISSUESFOUND.

doodledood/manifest-dev

Agent Claude Code

Verifies prompt token efficiency. In single-file mode, identifies inefficiencies (redundancy, verbosity). In two-file mode, verifies compression is lossless by comparing original vs compressed.

amalik/convoke-agents

Agent

Model Curator - Contextual capabilities model generation and curation.

7xuanlu/wenlan

Agent Claude Code

Reviews diffs that add or change a write-time enrichment feature / retrieval channel for training-serving skew — verifies the feature is wired into the ONE canonical ingest path AND the eval seed AND the seed liveness contract, so it can't ship "merged-but-inert". Use after changes touching ingest enrichment, a new…

quixio/klaus-kode-agentic-integrator

Agent

You are an expert data analyst specializing in Kafka message schema analysis.

spacehendrix/clauder

Agent Claude Code

Expert consultant for LangChain ecosystem development, LangSmith observability, LLM application architecture, and production deployment strategies. Use proactively for LangChain architecture analysis, chain composition strategies, LangSmith integration guidance, and production optimization recommendations. Provides…

domsen123/mrx-nuxt-template

Agent Claude Code

Optimizes prompts for LLMs and AI systems. Use when building AI features, improving agent performance, or crafting system prompts. Expert in prompt patterns and techniques.

runapi-ai/mcp

Agent

Part of runapi

Model discovery and recommendation agent. Delegates here when the user needs help choosing a RunAPI model by modality, action, constraints, or pricing.

askjohngeorge/askjg-claude-agents

Agent Claude Code

Voice AI prompting and system prompt design expert. Use PROACTIVELY when writing or modifying system prompts, designing conversation stages, optimizing prompts for specific models, or reviewing prompt quality before deployment. Provides analysis based on production voice AI best practices.

vlasenkoalexey/tpu_performance_autoresearch_wiki

Agent Claude Code

Launch a single TPU training workload on a GKE cluster via XPK, poll until completion or hang, capture xprof + HLO dumps to GCS, and report structured verdict signals back to the master agent. Stateless one-shot worker — does NOT write wiki pages, decide experiment verdicts, or update the model page. Use for every…

indecenti/NucleoOs

Agent Claude Code

Curates ANIMA's offline knowledge quality — corpus dedup, NLU/intent routing, hallucination resistance, and keeping the host gates green. Use when adding/editing ANIMA knowledge cards, tuning the retrieval cascade or NLU matchers, investigating a hallucination or false-positive, or before shipping ANIMA logic.

revfactory/ai-trend-onboarding

Agent Claude Code

An analyst of how AI models change over time, including their designs, sizes, benchmark results, and development speed.

saeedkolivand/ai-job-hunter-app

Agent Claude Code

Primary reviewer for AI provider integrations, model routing, embeddings, prompt systems, streaming, token efficiency, and provider abstraction. Use for changes under aiprovider/, commands/ai.rs, documents/embed (infra), and packages/prompts. Enforces the rule that adding a new provider needs config + adapter only …

Marcelo5444/agentic_learning

Agent

You convert one data profile into 2–3 candidate model configs. No more, no fewer where the data supports it.

sliamh11/Deus

Agent Claude Code

AI Engineering review of code touching LLM interactions, prompt construction, context management, agent architecture, and AI-specific security. Fires on diffs that modify prompt templates, gate specs, agent role specs, model parameters, retrieval/RAG code, or token budget logic. Strict mode - REVISE blocks commits.…

UseTheFork/synapse

Agent

One of the powerful features of Synapse is its integration with Laravel's Blade system for generating prompts. This means you can leverage all Blade template functionalities within your prompts.

edwinweber/dbt_duckdb_demo_public

Agent Claude Code

Default agent for all implementation work — Python modules, dbt SQL and macros, Dagster assets/jobs/schedules/sensors, dlt pipelines, configuration changes, and pytest tests. Use this for any task that results in a code commit. Only escalate to the architect agent when facing a genuine architectural crossroads (new…

basedosdados/pipelines

Agent Claude Code

Orchestrates the full dataset onboarding workflow for Data Basis — from raw data → clean data → BigQuery → metadata in the backend. Spawn this agent when the user asks to onboard a dataset.

hoangsonww/AI-RAG-Assistant-Chatbot

Agent Claude Code

Use for isolated server-side API, retrieval, and knowledge-base work in server/, especially route behavior, service logic, citations, and knowledge CLI workflows.