| # | Mod | Type | Category | Stars | Scan | Tokens | Rating |
|---|---|---|---|---|---|---|---|
| 1 | AVM Owner Triagegithub/awesome-copilotTriage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation ratio, and never comments or assigns without explicit user approval. | Agent | Project management | 39k | A | 61 | — |
| 2 | code-revieweranthropics/claude-cookbooksPerforms thorough code reviews for the Notebooks in the Cookbook repo, focusing on Python/Jupyter best practices, and project-specific standards. Use this agent proactively after writing any significant code changes, especially when modifying notebooks, Github Actions, and scripts. | Agent | Code review | 52k | A | 52 | — |
| 3 | AGENTSblock/buzzScope: desktop/src/features/agents/ (config surfaces, shared config renderer, and the agent config core). Read this before changing how harness / provider / model / effort configuration is modeled, rendered, persisted, or applied. | Agent | Other | 32k | A | 0 | — |
| 4 | raise-pull-requesthome-assistant/coreUse this agent when creating a pull request for the Home Assistant core repository after completing implementation work. This agent automates the PR creation process including running tests, formatting checks, and proper checkbox handling. | Agent | Code review | 90k | A | 44 | — |
| 5 | investigate-errorreact/reactInvestigates React compiler errors to determine the root cause and identify potential mitigation(s). Use this agent when the user asks to 'investigate a bug', 'debug why this fixture errors', 'understand why the compiler is failing', 'find the root cause of a compiler issue', or when they provide a snippet of code and… | Agent | Debugging | 249k | A | 90 | — |
| 6 | code-reviewerrtk-ai/rtkUse this agent when you need comprehensive code quality assurance, security vulnerability detection, or performance optimization analysis. This agent should be invoked PROACTIVELY after completing logical chunks of code implementation, before committing changes, or when preparing pull requests. Examples:\n\n… | Agent | Code review | 79k | A | 0 | — |
| 7 | go-sdk-tool-migratorgithub/github-mcp-serverAgent specializing in migrating MCP tools from mark3labs/mcp-go to modelcontextprotocol/go-sdk. | Agent | Languages | 33k | A | 26 | — |
| 8 | toolsrun-llama/llama_indexHaving proper tool abstractions is at the core of building agentic systems in LlamaIndex. Defining a set of Tools is similar to defining any API interface, with the exception that these Tools are meant for agent rather than human use. We allow users to define both a Tool as well as a ToolSpec containing a series of… | Agent | Building agents | 52k | A | 0 | — |
| 9 | claude-codemusistudio/claude-code-routerClaude Code is Anthropic's coding agent. CCR supports both of its surfaces. | Agent | Building agents | 37k | A | 0 | — |
| 10 | connect-clients-syncComposioHQ/composioSyncs AI client definitions from the dashboard repo (ComposioHQ/composiodashboard) to the Composio Connect docs page. | Agent | Web3 and blockchain | 30k | A | 0 | — |
| 11 | agent_typesmicrosoft/UFOThis document describes how the unified three-layer Device Agent architecture is implemented across different platforms. While the core framework (State, Processor, Command layers) remains consistent, each platform implements specialized agents optimized for their native control mechanisms and hierarchies.… | Agent | Hardware and IoT | 9.7k | A | 0 | — |
| 12 | chat-agentscloudflare/agentsBuild AI-powered chat interfaces with AIChatAgent and useAgentChat. Messages are automatically persisted to SQLite, streams resume on disconnect, and tool calls work across server and client. | Agent | Frontend | 5.5k | A | 0 | — |
| 13 | new_model_supportaxolotl-ai-cloud/axolotlGuide for debugging and adding support for new model architectures in axolotl. Based on lessons learned from Gemma4, Gemma3, Qwen2-VL, and other multimodal/MoE models. | Agent | Data and AI | 12k | A | 0 | — |
| 14 | custom-engine-implementationgithub/gh-awComprehensive guide for implementing custom agentic engines in gh-aw. | Agent | Building agents | 5.1k | A | 12 | — |
| 15 | pm-agent-guideSuperClaude-Org/SuperClaude_FrameworkDetailed philosophy, examples, and quality standards for the PM Agent. | Agent | Project management | 24k | A | 0 | — |
| 16 | riscv-review-agentFastLED/FastLEDExpert RISC-V assembly code reviewer with deep ISA knowledge. | Agent | Code review | 7.5k | A | 17 | — |
| 17 | ROCKETRIDE_COMMON_MISTAKESrocketride-org/rocketride-serverA comprehensive guide to avoiding common pitfalls when building RocketRide pipelines and applications. | Agent | Writing and docs | 8.0k | A | 0 | — |
| 18 | basic-agentsJetBrains/koogA basic agent uses a predefined strategy with a simple execution flow that works for most common use cases. It accepts a string input (a question, request, or task description) and sends this input to the configured LLM. The LLM may decide to call provided tools. The agent will execute the tools and send the results… | Agent | Building agents | 4.6k | A | 0 | — |
| 19 | beeaiIBM/mcp-context-forgeBeeAI Framework is a dual-language framework for building agentic applications in Python and TypeScript. It can use tools exposed by any MCP server through BeeAI's MCPTool, which discovers remote tools from an MCP client and makes them available to BeeAI agents. | Agent | DevOps and cloud | 4.4k | A | 0 | — |
| 20 | contextVoltAgent/voltagentPass custom data through agent operations using context. | Agent | Building agents | 11k | A | 9 | — |
| 21 | build-agent-empty-input-diagnosisalvinunreal/oh-my-opencode-slimStatus: Resolved for interview injections. Date: 2026-08-10 Related PR: #818 (fix/preset-tui-slash-command) — same root class as the original /preset fix. Suspected sibling bug reported by user: During superpowers / brainstorm skill conversations, when the orchestrator asks for confirmation or work is interrupted… | Agent | Debugging | 8.7k | A | 0 | — |
| 22 | docs-parity-reviewerpydantic/montyUse as the documentation gate before a branch or PR merges. Verifies that a user-visible change is reflected across all four documentation surfaces (README.md, docs/, limitations/, crate READMEs), that no divergence leaked into docs/ instead of limitations/, and that every snippet runs. Reports findings; does not edit. | Agent | Code review | 8.2k | A | 69 | — |
| 23 | project-manager-backlogMrLesk/Backlog.mdUse this agent when you need to manage project tasks using the backlog.md CLI tool. This includes creating new tasks, editing tasks, ensuring tasks follow the proper format and guidelines, breaking down large tasks into atomic units, and maintaining the project's task management workflow. Examples: Context: User wants… | Agent | Project management | 6.6k | A | 0 | — |
| 24 | contextlangchain-ai/langgraphjsAgents often require more than a list of messages to function effectively. They need context. | Agent | Writing and docs | 3.3k | A | 0 | — |
| 25 | mcpc-testerapify/apify-mcp-serverProbe the local Apify MCP server with mcpc during development. Use proactively after implementing features or fixing bugs to test that the implementation follows the spec, confirm requirements are met, and discover failing or missing behavior. | Agent | Testing | 6.1k | A | 47 | — |
| 26 | amplifier-expertmicrosoft/amplifierYou are the authoritative consultant for the complete Amplifier ecosystem. Other agents should consult you for. | Agent | Research | 3.1k | A | 0 | — |
| 27 | component-example-creatorchakra-ui/arkUse this agent when the user requests examples for a component, asks to add stories to a component, needs documentation examples updated, or mentions creating/updating component demonstrations. Examples:\n\n \nContext: User is working on the Checkbox component and wants to add new usage examples.\nuser: "Can you… | Agent | Frontend | 5.4k | A | 0 | — |
| 28 | planning-agents-guidedarrenhinde/OpenAgentsControlThe planning agent ecosystem consists of five specialized agents that work together to transform feature requirements into actionable implementation plans. | Agent | Planning | 4.8k | A | 0 | — |
| 29 | Backend Developermicrosoft/skillsFastAPI/Python specialist for CoreAI DIY backend development with Pydantic, Cosmos DB, and Azure services. | Agent | Languages | 3.0k | A | 25 | — |
| 30 | reviewercompanion-inc/feynmanRun tough but constructive internal research critique of an AI research artifact. | Agent | Research | 8.9k | A | 16 | — |
| 31 | s3-providerskenn-io/agentsviewRead this file before enabling S3 ingest for an agent, changing S3Provider / Source.S3Discovery, or altering S3 discovery, session IDs, temp materialization, or post-fetch hydrate. | Agent | DevOps and cloud | 5.8k | A | 0 | — |
| 32 | rust-reviewerfallow-rs/fallowReviews Rust code changes for correctness, performance, and project conventions. | Agent | Languages | 4.4k | A | 16 | — |
| 33 | semble-searchMinishLab/sembleCode search agent for exploring any codebase. Use for finding code by intent, locating implementations, understanding how something works, or discovering related code. Prefer over runshellcommand/readfile for any semantic or exploratory question. | Agent | Debugging | 6.0k | A | 46 | — |
| 34 | reviewerentireio/cliCode review agent - critically reviews changes for quality, security, and correctness. | Agent | Code review | 5.1k | A | 17 | — |
| 35 | pull-requestscallstack/agent-deviceAgent "pull-requests" from callstack/agent-device, covering pull requests, readiness, validation lifecycle, commits and rebasing onto a moving main. | Agent | Mobile | 4.4k | A | 0 | — |
| 36 | piopenagents-org/openagentsOpenAgents supports Pi, Earendil's coding agent for the terminal — executable pi, distributed as the npm package @earendil-works/pi-coding-agent. | Agent | Building agents | 4.0k | A | 0 | — |
| 37 | environmentsevalstate/fast-agentRun shell and filesystem tools in local, Docker, Hugging Face, or custom environments. | Agent | Other | 3.9k | A | 18 | — |
| 38 | auth-and-securitykiali/kialiKiali's authentication system lives in handlers/authentication/. At startup a single AuthController is instantiated based on the auth.strategy configuration field. The controller drives the full session lifecycle: login, per-request validation, and logout. | Agent | Security | 3.6k | A | 0 | — |
| 39 | instructions-writerVRSEN/agency-swarmWrite optimized agent instructions using prompt engineering best practices. | Agent | Building agents | 4.6k | A | 13 | — |
| 40 | custom-agentsgoogle/adk-docsSupported in ADK Python v0.1.0 TypeScript v0.2.0 Go v0.1.0 Java v0.1.0 Kotlin v0.1.0. | Agent | Building agents | 1.5k | A | 0 | — |
| 41 | FStarDevFStarLang/FStarAn F compiler developer agent for build, bootstrap, and compiler engineering tasks. | Agent | Languages | 3.1k | A | 19 | — |
| 42 | notebook-writerdgunning/edgartoolsUse this agent to create SEO-targeted Google Colab notebooks for edgartools. Each notebook targets a specific search query (e.g., "download 10-K filings python free"), follows the Colab cell template (badge, install, wow moment, progressive disclosure), and positions edgartools against paid alternatives. Use this… | Agent | Documents | 2.7k | A | 0 | — |
| 43 | Squadmicrosoft/wazaYour AI team. Describe what you're building, get a team of specialists that live in your repo. | Agent | Project management | 1.3k | A | 23 | — |
| 44 | beads-wardenjeremylongshore/tons-of-skills-marketplaceGuard the beads execution record: enforce the write-flush-verify discipline that defeats the bd rapid-write race, audit epic dependency graphs for cycles and orphans, catch closures whose title overstates what shipped, flag open beads carrying no disposition or a disproven premise, and reconcile bd against its GitHub… | Agent | DevOps and cloud | 2.7k | A | 157 | — |
| 45 | qa-checklistlevy-street/world-of-claudecraftEvergreen end-of-contribution QA gate for World of ClaudeCraft. Use PROACTIVELY whenever a change is complete and before it is called done. Reads the diff, cross-references the root and sub-directory CLAUDE.md rules, runs the matching guard tests, and checks every repo invariant in play: determinism and sim purity… | Agent | Game development | 2.2k | A | 164 | — |
| 46 | editorTheCraigHewitt/seomachineYou are a professional content editor specializing in making technical content sound human, engaging, and authentic while maintaining accuracy and SEO value. | Agent | Writing and docs | 7.4k | A | 0 | — |
| 47 | CLAUDEPrefectHQ/marvinAI agents with tool access, memory, and autonomous decision-making capabilities. | Agent | Building agents | 6.2k | A | 0 | — |
| 48 | tdd-developmentsamanhappy/mcphubTDD Development Agent - Diagnose bugs and implement features using a test-driven development workflow. | Agent | Debugging | 2.4k | A | 16 | — |
| 49 | seam-analyzerWirasm/prpHunts for a missing type at a seam — structure flattened and rebuilt downstream, hand-maintained lists held together by KEEP IN SYNC comments, a phase that exists in the code but not in the type, a second route that skips the validator, an invariant carried by a comment or by a helper with a reachable bypass, a type… | Agent | Code review | 2.2k | A | 177 | — |
| 50 | triagerAzure-Samples/azure-search-openai-demoTriage old stale issues for obsolescence and recommend closures. | Agent | Project management | 7.8k | A | 12 | — |
| 51 | database-reviewerzereight/gitlab-mcpDatabase code review specialist with embedded style and safety rules. Use when: reviewing SQL queries, ORM code, database migrations, query performance, database-specific patterns, schema design, transaction management. | Agent | Databases | 2.0k | A | 41 | — |
| 52 | AGENT_RUNTIMETeam-Commonly/commonlyCommonly is a platform-only core. Agents run externally and connect to Commonly using runtime tokens. | Agent | Building agents | 1.3k | A | 0 | — |
| 53 | Code Review (Codex)microsoft/agentrcCode review following VS Code contribution standards — correctness, lifecycle, naming, layering, accessibility, and security. | Agent | Code review | 1.0k | A | 26 | — |
| 54 | agentServerConversationsmicrosoft/TypeAgentThe agentServer manages explicit, named conversations with full CRUD semantics. Each conversation has its own isolated dispatcher instance, chat history, conversation memory, and persist directory. Multiple clients can connect to the same conversation simultaneously and share state; clients connected to different… | Agent | Building agents | 739 | A | 0 | — |
| 55 | Documentation Update Agentmicrosoft/wassetteSpecialized agent for creating, updating, and maintaining Wassette project documentation using mdBook. | Agent | Writing and docs | 941 | A | 21 | — |
| 56 | multi-server-state-isolationuzairansaruzi/hermexWhich app state is per-server versus intentionally global, where each lives, and which tests guard the isolation. Almost all isolation holds by construction through the server-keyed view tree and cache keys described below; "Clear Offline Cache" is explicitly scoped to the active server. | Agent | Debugging | 1.2k | A | 0 | — |
| 57 | web-search-agentWeizhena/Deep-Research-skillsUse this agent when you need to research information on the internet, particularly for debugging issues, finding solutions to technical problems, or gathering comprehensive information from multiple sources. This agent excels at finding relevant discussions. Use when you need creative search strategies, thorough… | Agent | Research | 2.1k | A | 66 | — |
| 58 | callbacksmozilla-ai/any-agentCallbacks provide hooks into the lifecycle of an AnyAgent execution. Using callbacks, you can monitor, control, and extend agent behavior without modifying the core underlying agent logic. | Agent | Building agents | 1.2k | A | 0 | — |
| 59 | agentic-workflowsAzure/azure-devGitHub Agentic Workflows (gh-aw) - Create, debug, and upgrade AI-powered workflows with intelligent prompt routing. | Agent | DevOps and cloud | 568 | A | 24 | — |
| 60 | code-simplifierAlex-Rachel/TEngineUse this agent when the user wants to simplify, refactor, or optimize existing code for better readability, maintainability, and performance. This includes removing redundant logic, adding Chinese method comments, improving code structure, and ensuring coding standards compliance. Examples:\n\n- User… | Agent | Code review | 2.3k | A | 281 | — |
| 61 | instructionsactiveagents/activeagentSystem-level messages that guide agent behavior, personality, capabilities, and tool usage. The agent's operating manual for every interaction. | Agent | Building agents | 971 | A | 25 | — |
| 62 | package-docs-generatorformkit/formkitUse this agent when the user wants to generate, update, or create CLAUDE.md documentation for a FormKit package. This includes when the user asks to document a specific package's architecture, wants to understand how a package works, or needs to create onboarding documentation for future LLMs working with the… | Agent | Writing and docs | 4.8k | A | 0 | — |
| 63 | adding-an-agent-providermattpocock/sandcastleThis document is for contributors adding support for a new agent (e.g. Claude Code, Codex, gemini-cli) as a built-in agent provider. It covers. | Agent | Building agents | 7.9k | A | 0 | — |
| 64 | library_book_renewal.sopstrands-agents/samplesThis SOP guides the Library Book Renewal Agent through processing user requests to renew library books while ensuring compliance with library policies, proper workflow execution, and positive user communication. | Agent | Productivity | 840 | A | 0 | — |
| 65 | acceptance-test-generatorshinpr/claude-code-workflowsGenerates integration/E2E test skeletons from Design Doc ACs using ROI-based selection and journey-based E2E reservation. Use when Design Doc is complete and test design is needed, or when "test skeleton/AC/acceptance criteria" is mentioned. Behavior-first approach for minimal tests with maximum coverage. | Agent | Productivity | 679 | A | 68 | — |
| 66 | design-system-checkerJimLiu/baoyu-designYou are a read-only validator for a portable design system. Your only job is to run the checker script, relay what it found, and add a one-line health summary. You must not modify, create, or delete any file, run the compiler, serve anything, or take any other action. You read and report — nothing else. | Agent | Design and UX | 3.9k | A | 0 | — |
| 67 | hardnessanymouschina/TapCanvasAgent "hardness" from anymouschina/TapCanvas, covering harness design for long-running application development, why naive implementations fall short, frontend design: making subjective quality gradable, scaling to full-stack coding and the architecture. | Agent | Planning | 593 | A | 0 | — |
| 68 | genblaze-maintainerbackblaze-labs/genblazeThe Genblaze Maintainer — autonomous guardian of the Genblaze repo. Resolves GitHub issues end-to-end (branch → TDD fix → verify → merge-ready PR) and audits functional integrity, security, code quality, documentation, AI agent standards, and dependency health. Invoke with an issue number to fix it, with no prompt to… | Agent | Code review | 558 | A | 100 | — |
| 69 | speckit.git.featuresnowdreamtech/frpCreate a feature branch with sequential or timestamp numbering. | Agent | Git and workflow | 908 | A | 9 | — |
| 70 | hyperresearch-instruction-criticjordan-gibbs/hyperresearchUse this agent in Layer 5 of the hyperresearch deep research pipeline. Reads the Layer 4 draft and checks it against the prompt-decomposition artifact (research/runs/ /prompt-decomposition.json) produced in Layer 0. Emits findings when atomic items from the prompt are missing, under-covered, out-of-order, or delivered… | Agent | Research | 1.9k | A | 118 | — |
| 71 | debuggerDoorman11991/smallcodeSystematic root-cause diagnosis — reproduce, hypothesize, test, fix, verify. | Agent | Debugging | 2.0k | A | 21 | — |
| 72 | building-agentspromptise-com/FoundryCreate intelligent agents that connect to MCP servers, discover tools automatically, and execute tasks with full observability. | Agent | Building agents | 869 | A | 0 | — |
| 73 | Update Copilot CompletionAlgorithmsmallmain/vscode-unify-chat-providerSynchronize this repository's Copilot completion behavior with a pinned microsoft/vscode commit while preserving reviewed completion effects and provenance. | Agent | Building agents | 708 | A | 30 | — |
| 74 | 2026-06-16-flue-framework-openagents-auditOpenAgentsInc/openagentsDate: 2026-06-16 Status: architecture audit, no implementation yet Scope: Flue as a possible agent harness and third-party connector layer for OpenAgents product, private workspaces, operator workflows, and launch/business operations. | Agent | Building agents | 446 | A | 0 | — |
| 75 | validationcallstackincubator/rozeniteHow to run checks in this repository without rebuilding all 38 packages for a two-file change. | Agent | Other | 656 | A | 0 | — |
| 76 | FedRAMP & RMF Compliance EngineerSHAdd0WTAka/Zen-Ai-PentestExpert FedRAMP and NIST Risk Management Framework compliance engineer specializing in both FedRAMP authorization pathways — the traditional Rev5 path (NIST 800-53 Rev 5 control implementation, System Security Plans, 3PAO assessment, agency authorization) and the modernized FedRAMP 20x path (Key Security Indicators… | Agent | Legal and compliance | 449 | A | 130 | — |
| 77 | INDEXsbhooley/ainativelangIf you are an AI agent that just needs AINL installed into your host stack, do not read these guides. Run the one-step install from the top of ../../AGENTS.md or ../../README.md. | Agent | Building agents | 671 | A | 0 | — |
| 78 | plinth-tech-leadjabrena/plinthTech lead for Java Enterprise Development. Coordinates implementation delivery from an approved plan or OpenSpec task list through the appropriate Java, Spring Boot, Quarkus, Micronaut, or non-Java implementation agent without implementing code itself. | Agent | Languages | 435 | A | 52 | — |
| 79 | researcherkdcokenny/ocxKnowledge architect for external research and documentation. | Agent | Research | 938 | A | 7 | — |
| 80 | megatron-expertredai-infra/RelaxAn expert assistant for integrating and configuring Megatron, a system for training very large machine-learning models across multiple processors or machines. | Agent | Data and AI | 580 | A | 29 | — |
| 81 | agentsdavidmigloz/langchain_dartSome applications require a flexible chain of calls to LLMs and other tools based on user input. The Agent interface provides the flexibility for such applications. An agent has access to a suite of tools, and determines which ones to use depending on the user input. Agents can use multiple tools, and use the output… | Agent | Building agents | 687 | A | 0 | — |
| 82 | reviewerduckbugio/flockRead-only adversarial reviewer. Pre-PR it returns a verdict for the arbiter; on an open PR it posts true line-anchored INLINE comments via the git-host API, written in the PR's own language. Scores risk and checks cross-service compatibility. Never edits code. | Agent | Code review | 505 | A | 60 | — |
| 83 | sdd-applyGentleman-Programming/gentle-piImplement SDD tasks with strict TDD evidence and review workload guard. | Agent | Testing | 415 | A | 19 | — |
| 84 | TheGardnerdelorenj/mcp-server-trelloProduct manager for @delorenj/mcp-server-trello. Finds and defends the encapsulated workflows that make this server worth installing over the official Atlassian one — judgment made reusable, not endpoints wrapped. Use to evaluate a feature idea/issue/PR against the doctrine, decide what ships next, kill a… | Agent | Project management | 437 | A | 143 | — |
| 85 | instruction-loadingUndertone0809/rudderRudder must assemble each runtime agent's instruction frame from three kinds of truth before invoking the provider. | Agent | Building agents | 288 | A | 0 | — |
| 86 | issue-trackermodernweb-dev/rocketIssues and PRDs for this repo live as markdown files in .scratch/. | Agent | Project management | 394 | A | 0 | — |
| 87 | CHEATSHEETcognesy/instructor-phpAgent loop, state model, tools, context management, hooks, and subagent orchestration. | Agent | Memory and context | 326 | A | 18 | — |
| 88 | legal-risk-reviewcbrock84/headcountReviewer-class. Read-only review of what other departments commit to — contract terms, privacy and data handling, risk acceptance, and compliance findings. Holds no write surface. Its findings are not overrulable by the department under review. | Agent | Legal and compliance | 1.2k | A | 50 | — |
| 89 | checkEpiskey-G/GrokSearch-rsCode quality auditor for the Trellis channel runtime. Reviews uncommitted diffs against task artifacts and specs and reports findings. Reports only — does not edit code. | Agent | Code review | 440 | A | 35 | — |
| 90 | ralph-auditerJosverl/micropython-stubsUse when auditing and improving all stubs under reference/micropython by iterating module-by-module, invoking Stub Source Auditor for each module, committing each accepted change to auditupdate, and recording durable learnings in repo memory. | Agent | Git and workflow | 317 | A | 52 | — |
| 91 | education-expert-deepadcontextprotocol/adcpCurriculum designer for ad tech education and certification. Builds learning paths for marketers, agencies, and specialists. Expert in multi-modal async learning, assessment design, AI-powered teaching (agent tutors, adaptive learning, generative exercises), and making protocol concepts accessible to non-technical… | Agent | Learning and teaching | 242 | A | 62 | — |
| 92 | quality-assuranceagents-universe/agents-universeBusiness-oriented QA agent – verify user and business outcomes, design and run automated tests, preserve execution evidence, report concise Jira results. | Agent | Testing | 260 | A | 26 | — |
| 93 | deck-creatorai-analyst-lab/ai-analystAgent "deck-creator" from ai-analyst-lab/ai-analyst, covering agent: deck creator, purpose, inputs, non-negotiable defaults and theme selection (critical). | Agent | Creative and media | 296 | A | 0 | — |
| 94 | reviewmicrosoft/Agents-for-netLocal reviewer-vs-challenger loop that reproduces the GitHub Copilot PR review dynamic before you open the PR. Invokes reviewer-github (a different model) to emulate GitHub's findings, then disputes or resolves each one, giving a per-finding verdict — Fix / Push back / Needs judgment. Read-only. | Agent | Code review | 177 | A | 69 | — |
| 95 | READMEluanmorenommaciel/agentspecAgentSpec deploys 58 specialized agents across 8 categories, each built on a three-tier template system with mandatory KB-First knowledge resolution. Every agent carries a cognitive framework that enforces structured confidence scoring, provenance tracking, and explicit stop conditions -- turning raw LLM capability… | Agent | Building agents | 245 | A | 0 | — |
| 96 | logsRamilito/kubectl.nvimPod logs feature specialist. ALWAYS use for ANY task involving log streaming, tailing, JSON toggle, histogram, or LogSession. | Agent | Debugging | 537 | A | 28 | — |
| 97 | job-lifecyclestrelov1/freehireThe open/closed state of a job row, the four mechanisms that write closedat, and the filtering semantics that depend on it. | Agent | Other | 591 | A | 0 | — |
| 98 | create-studymicrosoft/P.808Creates subjective speech quality tests using the P.808 toolkit — handles study setup, gold/trapping clip generation, storage upload, project building for crowdsourcing platforms, prompts for study-specific screen-out completion codes (never reused across studies) and for the internal-vs-general master-script assets… | Agent | Scientific | 230 | A | 79 | — |
| 99 | solve engineering taskequinor/neqsimSolves process-engineering problems using the NeqSim Java API with proportional depth: quick answer-first calculations, notebook-backed studies, or full reports. Delivers auditable task folders with validation evidence, runner-executed notebooks/scripts, and reports when needed. When NeqSim lacks a needed capability… | Agent | Scientific | 150 | A | 73 | — |
| 100 | python-qualitybdfinst/agentic-dev-teamPython code quality — type hints, exception handling, modern idioms, dataclass/Pydantic patterns. | Agent | Languages | 280 | A | 23 | — |
Want everything, not just what passes the gates? Browse all agents. This shelf recomputes nightly from the measurements.