Agent Specification Frameworks AI Agents

Tools for defining, generating, and managing executable specifications that AI agents consume directly for task execution, planning, and validation. Does NOT include general documentation systems, BDD frameworks, or agent orchestration platforms without specification-as-code focus.

There are 45 agent specification frameworks agents tracked. 2 score above 50 (established tier). The highest-rated is codervisor/lean-spec at 53/100 with 198 stars.

Get all 45 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=agent-specification-frameworks&limit=20"

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#	Agent	Score	Tier	Stars	Language
1	codervisor/lean-spec Lightweight, flexible Spec-Driven Development (SDD) for modern AI-powered development	53	Established	198	TypeScript
2	irahardianto/awesome-agv Comprehensive sets of standards and practices designed to elevate the...	52	Established	123	HTML
3	prime-vector/open-agent-spec Open Agent Spec is a declarative YAML standard and CLI for defining and...	48	Emerging	6	Python
4	SpecLeft/specleft Turn your code in to specs. Spec driven framework with multi language...	44	Emerging	2	Python
5	doncheli/don-cheli-sdd Don Cheli — SDD Framework. The most comprehensive Specification-Driven...	44	Emerging	16	Shell
6	artsyne/anrs A practical specification for structuring AI-friendly code repositories.	39	Emerging	1	Python
7	agents-oss/agentspec Declarative agent spec	36	Emerging	3	TypeScript
8	DimitriGeelen/agentic-engineering-framework Governance framework for AI coding agents — enforces task traceability,...	36	Emerging	1	Shell
9	vtemian/agentprobe Tool-agnostic TypeScript library for observing coding agent sessions....	36	Emerging	4	TypeScript
10	Dokkabei97/aide-methodology A software development methodology for the agentic era — researched,...	36	Emerging	4	Python
11	specsmith-ai/specsmith-cli Specsmith CLI: Turn vague ideas into actionable specs with AI. Works with...	33	Emerging	—	Python
12	datalayer/agentspecs 🤖 👷 Agentspecs - YAML-based specifications for AI agents, MCP servers,...	32	Emerging	2	Python
13	amauryconstant/openspec-extended Extension pack for OpenSpec adding autonomous 7-phase implementation...	32	Emerging	1	Shell
14	j5ik2o/takt-sdd A Spec-Driven Development (SDD) workflow definition repository using takt	31	Emerging	27	Rust
15	juanklagos/spec-driven-development-template Operational SDD framework with AI guidance, GitHub Spec Kit workflows, and...	29	Experimental	9	TypeScript
16	fall-out-bug/sdp Structured protocol for AI-assisted development. Discovery → Delivery → Evidence.	29	Experimental	17	Go
17	duckflux/spec 🦆📜 A minimal, deterministic, runtime-agnostic DSL for orchestrating...	27	Experimental	3	—
18	cesp99/spettro Spettro is a terminal coding assistant built in Go. It automates planning,...	27	Experimental	3	Go
19	ghostwright/specter Deploy AI agents to dedicated VMs in 90 seconds. Interactive TUI. Automatic...	26	Experimental	7	Go
20	GuiMiran/spectra The agentic specification framework. Domain-first specs that AI can consume directly.	25	Experimental	3	—
21	uwzis/UniSpec Spec-driven development (SDD) for agents, all in a docker-like interface...	25	Experimental	4	Rust
22	stepanenkoviktor0110-boop/ai-dev-methodology-codex AI-First Development Methodology v1.4 for Codex Agent SDK — spec-driven...	23	Experimental	1	Shell
23	sharathsatish/spec-kit-fleet Orchestrate a full feature lifecycle with human-in-the-loop gates across all...	23	Experimental	2	—
24	jyjeanne/rustyspec A Rust CLI SDD tool that transforms feature descriptions into structured...	22	Experimental	—	Rust
25	yunusakin/spectra CLI operating system for AI-assisted product development with executable...	22	Experimental	—	Shell
26	murzua7/autospec Self-supervising TLA+ formal verification loop — an LLM agent iteratively...	22	Experimental	—	Python
27	GuiMiran/guido-sdd-engineering-stack GUIDO SDD Engineering Stack — Governed, Unified, Intent-Driven,...	22	Experimental	—	Shell
28	williamceccon/spec-driven-development-starter-pack 🚀 Beginner-friendly starter pack for spec-driven development, multi-agent...	22	Experimental	—	Python
29	ktmage/spekta Tests are the spec. Generate living documentation from test code — AI agents...	22	Experimental	—	TypeScript
30	VERTYXNEXUSEIL/PCA-SPEC https://pca-spec.github.io	22	Experimental	1	Python
31	supermarsx/app-spec-collection Application Specification Templates for AI Coding and Software Engineering	22	Experimental	1	—
32	sengac/fspec.app WIP: A mobile client for fspec that lets developers run remote coding agent...	21	Experimental	—	Dart
33	fabiojmf/open-agent-system Open Agent System specification with Kiro CLI compatibility	21	Experimental	—	Python
34	BananaAcid/PollinationsAiPS Power up your PowerShell scripts with AI! A seamless interface for...	21	Experimental	—	PowerShell
35	mightyoung/integrated-dev-workflow Integrates with superpowers, planning-with-files and spec-kit. One-click...	21	Experimental	2	JavaScript
36	JanneL/validate-intentspec-action The open standard for Spec-Driven Development. Validate functional...	20	Experimental	1	JavaScript
37	Sharper-Flow/Advance Spec-driven development for OpenCode: enforceable specs, gated workflows,...	17	Experimental	1	TypeScript
38	hassenkhrouf/login-use-speckit A robust, secure, and user-friendly authentication interface built with...	14	Experimental	—	PowerShell
39	rafa761/spec-agent-hackaton-bairesdev-202603 SpecAgent: API Test Generator	14	Experimental	—	Python
40	Ub207/hackathon-ii-todo Spec-Driven Todo App - AI reads specs, decomposes tasks & self-validates \|...	14	Experimental	—	Shell
41	RohmaShabbir/the_evolution_of_todo The Evolution of Todo – Mastering Spec-Driven Development & Cloud Native AI	13	Experimental	—	PowerShell
42	Ahmad-Ez/docs-to-code Spec-locked, mission-control protocol for autonomous AI software engineering...	13	Experimental	—	—
43	mssabr01/gastown_specwriter An AI TLA+ spec writer for defi protocols	13	Experimental	—	Solidity
44	DanishHaji/The-Evolution-of-Todo-Phase3 AI-powered chatbot interface for managing todos through natural language...	13	Experimental	—	TypeScript
45	jwill9999/spec-kit Start a project with by running speckit in your terminal, and let the wizard...	12	Experimental	1	TypeScript