atomic-explorer
Maps existing Atomic Agents Python codebases — catalogs agents, tools, schemas, context providers, and orchestration patterns; traces data flow between them;…
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
8,939 agents across 675 plugins.
Maps existing Atomic Agents Python codebases — catalogs agents, tools, schemas, context providers, and orchestration patterns; traces data flow between them;…
Reviews Atomic Agents Python code for framework-specific correctness — BaseIOSchema invariants, AtomicAgent/AgentConfig wiring, BaseTool generics,…
You are the ADVOCATE in a deliberative review.
You are an autonomous analytical agent performing structured analysis and reasoning.
You see problems as structural, not just tactical. You question the foundation and redesign when the structure is wrong.
Execute date command and return ONLY the raw output. No formatting, headers, explanations, or parallel agents.
Adaptive initialization: concise at root + detailed at module level; staged traversal with coverage reporting
Use this agent when the user presents a complex task or project that needs to be broken down into manageable steps and documented for review. Examples:…
Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.
Reflects `google.golang.org/adk/v2 v2.1.0`, the version the `adk_go` template pins. If a symbol here is missing, check your `go.mod` before assuming the page…
Requires `google.golang.org/adk/v2 >= v2.0.0`, which is where the `workflow` package and `agent/workflowagent` first ship.
The ACP runtime is the domain service that serves the ACP API contract. It owns the host-scoped dependencies needed to run provider ACP sessions, but it should…
This page defines the target organization of `packages/core/src/`. Core is organized by module type so that shared domain APIs and their platform…
정밀(strict) 모드 1단계 진단 에이전트. 글 전체를 한 번에 보고 "가장 지배적인 AI 티 패턴 3~6개"를 taxonomy ID와 함께 진단한다. 불안정한 span 열거(0↔18개로 요동) 대신 "무엇이 이 글을 지배하는가"라는 안정적 판단을 내려, 후속 윤문 콜이 그 진단을…
정밀(strict) 모드 3단계 마무리 에이전트. 원문과 윤문본을 직접 대조해 ①의미 보존(15항 — 각주·제목·없던 주장 주입 포함) ②자연성(잔존 AI 티 + 과윤문 양방향)을 한 콜로 병합 판정하고, 문제 구간만 국소 보정한다. 전체 재작성 금지 — 의미 드리프트(빈 수사를 없던…
전 경로(light·standard·heavy) 공용 단일 호출 윤문 에이전트. 한 호출 안에서 탐지·윤문·자체검증을 일괄 수행하여 5,000자 이하 한글 입력을 2~3분 안에 처리한다. 산출물은 final.md 1개(본문 끝에 `<!-- HUMANIZE-SUMMARY -->`…
Expert code review specialist. Proactively reviews code for quality, security, and maintainability. Use immediately after writing or modifying code. MUST BE…
Use this agent when the user provides a Kaggle competition URL or asks to learn from Kaggle winning solutions. Examples:
Use this agent when the user asks to "conduct literature review", "search for papers", "analyze research papers", "identify research gaps", "review related…
Agent for diagnosing and optimizing MSBuild build performance. Runs multi-step analysis: generates binlogs, analyzes timeline and bottlenecks, identifies…
Runs build/compile commands for any language and reports results. Use when: compiling code, running dotnet build, checking for compilation errors, verifying…
Fixes compilation errors in source or test files. Use when: resolving build errors, fixing CS/TS error codes, adding missing imports, correcting type…
You are the billing agent in the Next.js multi-agent fixture.
This document describes the hierarchical agent management system in GitHub Agentic Workflows, which provides meta-orchestration capabilities to manage the 120+…
This guide explains the new meta-orchestrator agents and their operational usage.
Autonomous hunt loop agent. Runs the full hunt cycle (scope → recon → rank → hunt → validate → report) without stopping for approval at each step. Configurable…
Exploit chain builder. Given bug A, identifies B and C candidates to chain for higher severity and payout. Knows all major chain patterns — IDOR→auth bypass,…
Autonomous credential-attack pipeline runner. Chains /wordlist-gen + /osint-employees + /breach-check (data-prep stages, runs without prompts) then HARD STOPS…
Periodic consolidation pass — fold narrow agent-created skills into class-level umbrellas. Proposes intents only, never writes to disk.
Distill a finished episode into skill changes aligned with the existing library. Compare-first preference, generation stays open; proposes intents only, never…
Expert academic writer specializing in research papers, grant proposals, abstracts, and scholarly communication. Masters academic writing conventions, peer…
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and…
System architecture and design skill leveraging the backend-architect persona. Use for API design, microservices patterns, and distributed systems planning.
Use this agent when CLAUDE.md files or .claude/rules/ files may have drifted from the actual codebase state. This includes after significant refactors, feature…
Use this agent when the user wants to fix all code quality issues in the project, including linting, formatting, and unused code detection. This agent runs…
Build Python agents using Agentica SDK - spawn agents, implement agentic functions, multi-agent orchestration
Kiro-style Spec-Driven Development on an agentic SDLC
Apply the `kiro-debug` protocol for this fresh-context root-cause investigation.
You are a specialized implementation subagent for a single task. The parent controller owns setup, task sequencing, task-state updates, and commits. You own…
Proactive methodology guidance agent. Monitors note creation and provides real-time quality advice. Suggests connections, flags quality issues, recommends MOC…
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