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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Zero-config goal-to-tasks engine for Claude Code (the Atlas engine). Graded PRD validation, dependency-ordered task graph, evidence-gated execution.
| Date | Stars |
|---|---|
| 2026-07-31 | 584 |
| 2026-08-06 | 586 |
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# Turn any goal into shipped code. **prd-taskmaster** by [Atlas AI](https://atlas-ai.au) is an open-source engine for Claude Code that takes a one-line goal, interviews you like a senior PM, writes a **graded, placeholder-proof PRD**, compiles it into a **dependency-ordered task graph**, and executes every task with **verification evidence** — so "done" means proven, not claimed. Free and MIT, forever. > ⚠️ **Pre-alpha — under active development.** Atlas was recently consolidated into this engine > and the newer systems (fleet orchestration, backend abstraction, token economy) have **not been > fully tested in the wild yet**. Expect rough edges and breaking changes between releases, pin a > version if you need stability, and please [report what breaks](https://github.com/anombyte93/prd-taskmaster/issues). > No warranty beyond the MIT license. **Atlas Pro is not generally available** — it is a private > pilot (see below). Atlas has four structural moats: - **cross-vendor fleet** — Claude, Codex, and Gemini run as separate quota pools instead of one brittle model lane. - **Engine-enforced unfakable gates** — `validate-tasks`, evidence checks, and `SHIP_CHECK_OK` make completion a deterministic state, not a claim. - **persistent vendor-neutral `tasks.json`** — your PRD, task graph, and execution state stay as plain repo files that survive vendor swaps. - **token-economy cost ledger** — every orchestrated model call records routing, exit, latency, and escalation so cheap models do cheap work and expensive models justify themselves. **Atlas speaks TaskMaster natively — but doesn't need it.** Existing TaskMaster projects get a migration funnel: install `task-master-ai` only when you want the TaskMaster backend, while the native backend keeps the same validated task graph available without that prerequisite. ``` Grade: GOOD ▰▰▰▰▰▰▰▰▱▱ 49/57 (86%) · 0 placeholders · 14 tasks parsed ``` [](#project-status) [](LICENSE) [](https://github.com/anombyte93/prd-taskmaster/stargazers) [](https://atlas-ai.au) [](#whats-open-whats-not) --- ## How it works ``` goal → discovery interview → graded PRD → dependency-ordered task graph → verified execution ``` 1. **Preflight** — detects your environment (native backend, optional TaskMaster backend, model CLIs, research) and configures it. Zero setup questions. 2. **Discovery** — an adaptive, one-question-at-a-time interview captures your real constraints. 3. **Generate** — writes a PRD, scores it against deterministic quality checks (letter grade), then parses it into a task graph with complexity scores and full subtask coverage. 4. **Handoff** — detects what you have installed and recommends one execution mode. 5. **Execute** — a CDD-gated loop implements each task and proves it with evidence, ending in a deterministic `SHIP_CHECK_OK` token. --- ## Quickstart 90 seconds to your first run. ### Path 1 — one-liner (recommended) ```bash curl -fsSL https://atlas-ai.au/install | bash # installs the skill + prd_taskmaster package # TaskMaster install is optional — unlocks the TaskMaster backend ``` ### Path 2 — Claude Code plugin ```bash # add the marketplace, then install the plugin /plugin marketplace add anombyte93/prd-taskmaster /plugin install prd # optional — unlocks the TaskMaster backend npm install -g task-master-ai ``` ### First run Open any project in Claude Code and type: ``` /prd:atlas (or /prd:go, or just say: "I want to build …") ``` Requires Python 3.11+ and Linux / macOS / WSL. The free engine needs **no paid API key** — it uses the model CLIs you
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:2af14498b31fc3d3, topic:agents
matched fp:2af14498b31fc3d3, topic:mcp