257 tagged fastapi, measured the same way as everything else here.
Browse within: agent-framework 57docker 42dashboard 25python 25ai-developer-tools 22knowledge-graph 21agent-memory 20knowledge-base 20Multi-Agent 18self-hosted 12ReAct 11ai-integration 11caching 11nextjs 11
Agent
A maintained map of the main path from a user message through the Chat/Coding system to the displayed model response. It documents current code entry points and boundaries for learning and diagnosis.
Agent
A guide to the project’s callable agents, sessions, and background APIs, along with their access and safety rules. It is a derived index: the actual source of truth is the route and tool registration code.
Agent
This document defines the default collaboration protocol for multiple Agents working on Vibelution in parallel.
Agent
PROACTIVE — Delegate without user @mention when the repo is unfamiliar, the question spans modules/services, or you need path:line evidence before any edit. Read-only codebase cartographer (files, symbols, call paths). Set thoroughness in the task prompt: quick, medium, or very thorough. NOT for external docs (scout)…
Agent
PROACTIVE — Delegate without user @mention after non-trivial parent or general-agent edits, before telling the user the work is done or ready to commit. Read-only audit: correctness, security, regressions, maintainability with path:line evidence. NOT before code exists to review.
Agent
PROACTIVE — Delegate without user @mention when the answer requires official docs, API/library behavior, or web evidence not in the repo. External research with citations; use memory when prior decisions may apply. NOT for in-repo mapping (explore) or implementation (general).
Agent
Demo Agent Ada found that Relay parser failures were caused by missing fenced-code terminators in synthetic notes.
Agent Claude Code
Reviews schema, config, migration, prompt, and preset changes for drift against this repo's contract sources of truth (src/database/models.py, src/config/workflowconfigschema.py, docs/contracts/.md). Use PROACTIVELY before committing any change that touches models.py, workflowconfigschema.py, scripts/migrate…
Agent Claude Code
Adversarial security review of changes touching authentication, authorization, audit logging, session/CSRF handling, scraper ingestion (SSRF surface), deserialization (pickle/joblib/yaml), or SQL construction. Use PROACTIVELY before committing changes in src/web/ auth/session code, auditservice, scraper/OCR ingestion…
Agent Cursor
Design and product context authority for Huntable CTI Studio. Responds to getdesigncontext and similar requests from ui-designer and other agents. Use proactively when any agent requests design context, brand guidelines, or design system details.
Agent Claude Code
Opus-powered design and planning agent. Use for non-trivial architecture decisions, multi-file refactor planning, hard debugging where the failure mode isn't obvious, prompt engineering reviews on the custom agents (alphaseeker / energytransition / emergingtech), and any task where the main Sonnet agent would benefit…
Agent Claude Code
Fast read-only file and codebase exploration. Use for "find where X is defined", "list files matching Y", "summarize what's in this directory", and similar grep/glob/read tasks. Cheaper than the built-in Explore agent (Sonnet-pinned) so the main agent can delegate liberally without burning Opus tokens.
Agent
Transform vague feature ideas into detailed, testable requirements with user stories and acceptance criteria.
Agent
Implement a step from the Execution Plan strictly following architectural constraints.
Agent
Convert a Technical Specification into a step-by-step Implementation Checklist.
Agent
Pinned known-good config shapes the 8 writers target, with the official source + retrieval date. The MEDIUM/LOW (volatile) surfaces carry a live-verification gate: their checkbox stays ☐ until a maintainer installs the entry against a real running agent and confirms it loads, then ticks it here. A surface that cannot…
Agent
Use this agent when you need to create or manage Product Requirements Documents using PRDforge. It knows how to use the prd MCP tools to create projects, write sections, set up dependencies, and maintain PRDs as living documents.
MangroveTechnologies/mangrove-agent
Agent Claude Code
You are the product owner for the mangrove-agent project — a single-purpose Mangrove trading agent. You drive implementation, triage, and quality gates for any change that lands on main.
Agent
Recibes una feature del líder. La implementas y la demuestras. No decides qué se hace ni cierras la feature: eso es del líder y del reviewer.
Agent
Eres el punto de entrada del proyecto. Diriges el ciclo de trabajo: decides qué se hace, lanzas subagentes con el contexto mínimo y verificas que lo que vuelve es cierto.
Agent
Eres la última puerta antes de que una feature se marque done. Tu sesgo por defecto es rechazar: el implementer tiene que demostrarte que funciona, no convencerte de que funciona.
Agent
AI-powered codebase intelligence assistant.
Agent
How the engineering skills should consume this repo's domain documentation when exploring the codebase.
Agent
Issues and PRDs for this repo live as GitHub issues. Use the gh CLI for all operations.