context-engineering agents

gsd-build/get-shit-done

Agent Claude Code

Investigates bugs using scientific method, manages debug sessions, handles checkpoints. Spawned by /gsd:debug orchestrator.

microsoft/apm

Agent Claude Code ✓ vendor

Expert on APM (Agent Package Manager). Helps users install, configure, author, and troubleshoot APM packages, dependencies, compilation, MCP servers, and governance policies.

open-gsd/gsd-pi

Agent Claude Code

OWASP security audit, dependency risks, and secrets detection.

Fu-Jie/openwebui-extensions

Agent Claude Code

The single top-level entry point for ALL tasks in openwebui-extensions. Covers the complete project lifecycle: new plugin scaffolding, feature development, testing, documentation, release, issue triage & reply, community announcements, and self-learning. Routes to the right agents and skills in parallel or…

intent-driven-dev/intent-driven-template

Agent OpenCode

Authors artifacts for adversarial-authoring.

wrg32786/aigent-os

Agent Claude Code

Prompt engineer. Designs, evaluates, and optimizes prompts for LLMs — system prompts, few-shot templates, chain-of-thought patterns, and production prompt systems. Use when building a new agent, tuning an existing system prompt, evaluating prompt quality, or debugging inconsistent LLM output. Reports honesty ledger on…

shoootyou/get-shit-done-multi

Agent Claude Code

Researches domain ecosystem before roadmap creation. Produces files in .planning/research/ consumed during roadmap creation. Spawned by {{COMMANDPREFIX}}new-project or {{COMMANDPREFIX}}new-milestone orchestrators.

maydali28/memcp

Agent Claude Code

Analyze a MemCP context using the RLM peek-identify-load-analyze pattern. Use proactively when answering questions about stored content without loading it all into the main context.

croakingtoad/context-engineering-mcp

Agent Claude Code

Dependency and configuration specialist for Pydantic AI agents. USE AUTOMATICALLY after requirements planning to set up agent dependencies, environment variables, model providers, and agent initialization. Creates settings.py, providers.py, and agent.py files.

maystudios/maxsimcli

Agent Claude Code

Implements code changes with atomic commits, test verification, and structured handoff reporting.

Aurite-ai/kahuna

Agent Claude Code

Use this agent when the user needs help designing, architecting, or planning new agents or workflows. This includes: Context: User wants to create a new agent system for their project. user: "I need to build an agent that monitors GitHub PRs and sends Slack notifications" assistant: "Let me use the agent-architect to…

Agent-Engineer-Master/skill-engineer

Agent Claude Code

Independent readability auditor for analytical documents. Two-phase check — Phase A (cheap regex/grep for banned tokens, internal codes, passive voice, jargon) gates Phase B (model-eval for action titles, so-what, specificity-vs-abstraction, consultantese drift). Read-only — never edits the document. Re-invoke with a…

LeanAndMean/scramjet

Agent Claude Code

Analyzes type design for encapsulation quality, invariant expression, usefulness, and enforcement, providing quantitative ratings and actionable improvement suggestions.

vlad-ryzhkov/ai-context-engineering-for-qa

Agent Claude Code

Code generator that converts test plans into compilable automated tests in Kotlin or Java.

KhanXBT/get-shit-done-antigravity

Agent Claude Code

Verifies cross-phase integration and E2E flows. Checks that phases connect properly and user workflows complete end-to-end.

0martinez/get-design-done

Agent Claude Code

Creates the complete design system — tokens, scales, and component patterns. The most important agent in the framework. Spawned by /gdd:spec-phase 1 or /gdd:edit-tokens.

pmikutel/directed-memory-bank

Agent Claude Code

Use when the user asks to audit memory-bank hygiene — checking for stale status: active files in tasks/work/, broken @-references in CLAUDE.md / skills, memory-bank files missing from index.md, frontmatter inconsistencies, or untracked files. Reports findings only; never writes.

hardiktiwari/PM-operating-OS

Agent Claude CodeCursor

Interactive onboarding that collects user context and configures the PM Operating System — rules, products, and MCPs. Use when user says "onboard", "setup", "PM-OS setup", or "get started".

shuchitajain/awesome-ai-setup

Agent Claude Code

Assess the repository's current AI context maturity and produce a prioritized action plan pointing to the agents that should run next.

shipfast-ai/shipfast

Agent Claude Code

Execution agent. Checks consumers before changing. Builds and verifies per task. Follows existing patterns exactly.

yuchenbigpen1/normies

Agent Claude Code

The main task execution agent. Spawned for each task in a project. Executes the task described in its prompt — builds, tests, commits, and verifies. Use this when a project task needs to be executed autonomously.

kunalsuri/ai-fication-kit

Agent Claude Code

Read-only codebase exploration. Use to locate code, trace dependencies, or summarize modules without polluting the main context window. MUST be used for heavy reading during /cold-start and /create-feature-catalog.

RaNDoM6913/claude-code-superkit

Agent Claude Code

Review Telegram bot code against SocialApp bot patterns and conventions.

codeverbojan/claude-code-kickstart

Agent Claude Code

Audits components and pages for WCAG 2.1 AA compliance. Checks contrast, semantics, forms, keyboard nav, and motion. Use on any UI component.