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\n \n \n \n \n \n
\n\n
Rasen — loops that ascend
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「不是循环，是螺旋」
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\n\n**Rasen** is an autonomous harness — an engineered **outer loop** wrapped around your coding agent's inner loop. You supply the **intent** — a goal, a bug, a feature — and the harness runs propose → implement → review → fix → ship → archive on its own, iterating until the work is done. Automatic transmission for software development: **control the ideas, not the code.**\n\n## Not a circle — a spiral\n\nA loop that returns to where it started is just a circle. Rasen (螺旋, \"spiral\") is the shape of a loop that climbs. That is the whole idea, and it maps onto how the tool actually works:\n\n- **Intent is the origin.** Every change begins with what you want, not a document you have to write — a goal, a bug, a feature request. The harness captures it in your `rasen/` workspace and gets to work: `/rasen-propose → apply → archive`. The spec it produces along the way is the pipeline's own working memory — knowledge that accretes with every change — not homework handed back to you.\n- **Loops are the form.** Work moves in cycles, not one waterfall pass. The `rasen` pipeline family — `small-feature`, `bug-fix`, `full-feature`, `auto-decompose` — turns a task into a shaped loop of propose, implement, review, ship.\n- **Each turn ascends.** The harness doesn't just repeat; it makes progress. `/rasen-auto` runs a LEAD that orchestrates role-isolated subagents, a review-cycle that catches its own mistakes, and handoff/relay that carries context across sessions — so every turn ends higher than it began.\n- **Until it breaks through.** `/rasen-goal` closes the spiral on a condition, not a document: drive a metric to a target, make a module rubric-clean, research until a brief is answered — repeat modify → judge until the gate is met.\n\nIntent is where you start. The spiral is how you get there.\n\n## See it in action\n\n```text\nYou: /rasen-auto full-feature I want dark mode but I'm not sure how to do it cleanly.\nAI: Pipeline: full-feature (explicit)\n First stage: office-hours. Let's pressure-test the design.\nAI: First load-bearing fork: one shared token layer, or theme logic\n repeated inside components? I recommend CSS variables: less drift.\n Choose the shared token layer?\nYou: Yes — use one shared token layer.\nAI: Next fork: follow the system theme by default, with a saved manual\n override? I recommend yes; it stays predictable and dependency-free.\n Approve that direction?\nYou: Yes — approved.\nAI: Design approved. Wrote the office-hours design document.\n ✓ office-hours — direction approved and recorded\n LEAD continued the full-feature pipeline with role-isolated workers.\n ✓ propose — intent captured as change artifacts\n ✓ apply — dark mode implemented\n ✓ expert reviews — review, design review, and QA passed\n ✓ review-cycle — one finding fixed; re-review clean\n ✓ ship — delivery recorded\n ✓ retain — durable lessons evaluated\n ✓ archive — specs synced\n Done. Dark mode is shipped.\n```\n\n## Install\n\nRequires **Node.js `>=20.19.0`**.\n\n```bash\nnpm i -g @atelierai/rasen\n```\n\nThen initialize in your project:\n\n```bash\ncd your-project\nrasen init\n```\n\n`rasen init` creates a `rasen/` workspace (specs and changes) and installs the `/rasen-*` slash commands for your AI coding tool.\n\nTo refresh AI guidance and pick up the latest slash commands after upgrading:\n\n```bash\nrasen update\n```\n\n## What you get\n\n- **Intent-driven workflow** — tell it what to build. The harness turns that into a folder — proposal, spec, design, task list — generating and maintaining it as it works, so you never have to write it yourself: `/rasen-propose → /rasen-apply-change → /rasen-archive-change`.\n- **`rasen` pipeline family** — `small-feature` / `bug-fix` / `full-feature` / `auto-decompose` ship as data (YAML); inspect them with `rasen pipeline show|list|classify|resume`, share them as installable packages (`rasen pipeline import|export`), or assemble your own by drag-and-drop in the web UI's pipeline canvas. Adding a task type is adding one file, zero code.\n- **`rasen ui` management platform** — a local web UI: task board, supervised headless agent sessions that outlive your terminal, the pipeline canvas, and config/workflow/profile management. See [Web UI](#web-ui).\n- **`/rasen-auto` autopilot** — one command turns the agent into a **LEAD** that orchestrates role-isolated subagents (planner / implementer / reviewer / fixer / shipper) through the pipeline, pausing only at gates.\n- **`/rasen-goal` goal-driven iteration** — a sibling to `/rasen-auto` for tasks whose \"done\" is a condition, not a document (drive Lighthouse to 90, make a module rubric-clean, research and write a brief). The LEAD classifies the task into a measure / evaluate / research backend and repeats modify → judge until the gate is satisfied or the round cap is hit.\n- **Auto-decompose** — a task too large for one reviewable diff is split into independently-deliverable child changes with a dependency DAG and a conservative serial/parallel policy.\n- **chrome-use** — an expert that drives your real Chrome via CDP: navigate, click, capture network traffic, inject JS, read cookies and `localStorage`, wait on requests — for logged-in pages, SPAs, and anything a plain fetch can't reach.\n- **Context sensing & handoff** — `rasen agent context` measures real occupancy; `/rasen-handoff` writes a distillate checkpoint; workers self-hand-off at soft budgets, and a compact-recovery hook re-anchors on the distillate after an auto-compact, so long runs survive context limits.\n- **Prompt-cache keepalive** — `rasen agent wait` parks an idle worker on a keepalive beat instead of letting its 5-minute prompt cache expire, so a reviewer waiting on an implementer doesn't pay a full-context rewrite on its next turn. Beat length is tunable via `keepalive.beatSeconds`.\n- **Token audit** — `rasen agent audit` shows where a session's tokens actually went: per-agent spend, cache churn and its causes, with a bundled HTML viewer. Works on Claude Code transcripts and Codex rollouts, fully local — nothing is uploaded.\n\n## Web UI\n\nThe CLI has a browser-based management platform beside it. Install the UI package next to the CLI, then launch:\n\n```bash\nnpm i -g @atelierai/rasen-ui\nrasen ui\n```\n\n`rasen ui` starts (or adopts) a resident background daemon — bound to 127.0.0.1 with a per-session token — and opens the app:\n\n- **Board** — your active changes as Tasks in lifecycle columns, across every project and store via the space switcher.\n- **Sessions** — launch headless `/rasen-auto` / `/rasen-goal` runs from the browser, watch their output, kill them with a click; they survive closing the terminal.\n- **Pipeline canvas** — view any pipeline as a DAG, and assemble new ones by dragging skills onto the canvas, with server-side validation before save.\n- **Config / Workflows / Profiles** — layered configuration with visible inheritance, the installable-workflow library with per-space toggles, and named workflow profiles.\n\n### Web UI in 0.1.5\n\n**Pipeline Canvas** — edit the stage graph, validate dependencies, and tune role, runtime, model, and handoff settings.\n\n\n\n**Session Audit** — compare token totals and cache composition, then trace agents and cache-churn events across the timeline.\n\n\n\n## Coexistence with OpenSpec\n\nRasen is designed to live **alongside** upstream OpenSpec without collision. Every surface is a distinct namespace, so both can be installed in the same project at the same time:\n\n| Surface | OpenSpec | Rasen |\n| --- | --- | --- |\n| Binary | `openspec` | `rasen` |\n| Slash commands | `/opsx:*` | `/rasen-*` |\n| Skills | `openspec-*` | `rasen-*` |\n| Workspace | `openspec/` | `rasen/` |\n\nBecause the namespaces never overlap, installing rasen never disturbs an existing OpenSpec setup — there is nothing to uninstall first.\n\nIf you have an existing `openspec/` workspace and want to bring it into rasen:\n\n```bash\nrasen migrate\n```\n\n`rasen migrate` is **copy-only**: it copies `openspec/{specs,changes,config.yaml}` into `rasen/`, skipping anything that already exists. Your original `openspec/` directory is **never modified or deleted** — you can keep using OpenSpec against it unchanged.\n\n## Telemetry & privacy\n\nRasen collects anonymous usage telemetry to understand which commands are used. It sends **only** the command name, the rasen version, an anonymous UUID, and your OS and Node version — **no paths, arguments, or project data**, ever.\n\nTo opt out, set either:\n\n```bash\nexport RASEN_TELEMETRY=0\n# or the cross-tool standard:\nexport DO_NOT_TRACK=1\n```\n\nTelemetry is also **automatically disabled in CI**.\n\n## Community\n\n
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