#tdd

Route bulk implementation to cheap executor LLMs (opencode/antigravity/cursor) with Claude as architect + judge - committed failing tests are the merge gate

Plumbline — a self-learning, customer-value-governed agile AI agent team for Claude Code. 87 subagents + skills, TDD defense-in-depth gates, Kaizen retros, a four-body adversarial council, and an empirically benchmarked QA harness. Does it hang true?

Fable 5 workflow Loop; A Claude Code skill: autonomous build / audit / verify loop that runs until a machine-checkable contract passes, with ▎ deterministic anti-spin stop conditions (no-progress, retry, oscillation, budget) and on-disk human escalation.

Claude Code plugin marketplace: opinionated workflows for code (dev-workflow — Rails & Python, TDD + pre-commit gate) and non-code (craft-workflow — design, content, research).

Stop your AI agent from lying about tests. Hierarchical engineering loops with machine-checkable proof gates.

Claude Code marketplace and home of claude-engineer: an opinionated, design-system-first, plan-gated autonomous engineer for full greenfield React/Next and FastAPI projects.

Cursor Agent workflow template with role definitions, TDD/SMART/MVP rules, Symphony-ready SOPs, and Git/PR handoff standards.

A Claude Code plugin for Java & Spring Boot backend engineers that turns one task into a gate-enforced 7-phase agentic workflow — Discover → Brainstorm → Spec → Plan → Implement → Review → Learn. Native hooks, 11 subagents, path-scoped rules, project memory & strict test-first TDD.

Claude Code harness — fewer tokens, fewer bugs, audit-ready. 11 engineering skills. Apache-2.0.

Engineering craft for Claude Code — TDD, verification, code quality, and SDLC discipline.

Turn Claude Code into a team that has to prove it. 44 skills, 8 review agents, a validation router and a knowledge layer where nothing is claimed without a check that could have failed.

Agent Memory Kit System: Capture every correction and interaction to build your own SLM from day one

Global 前端项目：Claude Agent 协作规范、前端验收流程、Symphony/Linear 工作流、OpenSpec/SDD 与 TDD/RAG 验证门禁。

Portable, auditable, coverage-honest dev lifecycle plugin — spec→plan→build→review→test→merge with reviewer/QA handoff docs. Runs on Claude Code & Cursor.

GitHub Markdown Translator 后端：通过 GitHub App 扫描仓库 Markdown、调用翻译模型生成语言后缀文件，并以 Pull Request 提交回 GitHub；支持公开仓库只读预览。

SPEC-First AI DevKit for Agentic Code 2026 — 24 Agents, 52 Skills, TDD/DDD Gates

An opinionated Claude Code harness: lock specs & contracts as the source of truth, then drive a team of agents to implement against them with outside-in TDD and adversarial multi-agent review.

An evidence-gated maker-checker-auditor workflow for agentic development, with mechanical enforcement for Claude Code.

Structured agentic development, shipped as Agent Skills - plan, triage, build, and review with autonomous sub-agents, human approval gates, and automatic review on every diff. Runs in Claude Code, Cursor, Codex, Gemini, Mistral, pi, and any Agent Skills harness.

Modular AI agent skills used across engineering, writing, and research workflows. Model‑agnostic, composable, and production‑tested. Includes engineering, productivity, personal, and experimental skill packs.

Discipline layer for AI coding agents (Claude Code & Codex): task router + three pipeline modes with run controls, premortem reviews, TDD gates, evidence-based acceptance, and crash-safe resume. Noncommercial license, 138 behavioral evals.

Autonomous local SRE agent — ingests logs, detects anomalies, and routes all remediation actions through a policy webhook before execution. TDD-built, fail-closed, no cloud dependency.

Interactive Rust Tutor + Claude Plugin 2026 – Auto-Learning Projects with Quality Gates