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genesis-ouroboros
试用Genesis constitution and scaffold generator for creating a new self-evolving agent. Use when the user asks to create, birth, or scaffold a new agent (e.g. via $genesis-ouroboros followed by agent requirements; Chinese triggers include 创建/孵化/脚手架一个新 agent), especially setups where AGENTS.md/CLAUDE.md serve as a constitution, skills act as evolving pipeline stations, experience is distilled after every interaction, and mature workflows crystallize into scripts.
它能做什么
Genesis constitution and scaffold generator for creating a new self-evolving agent. Use when the user asks to create, birth, or scaffold a new agent (e.g. via $genesis-ouroboros followed by agent requirements; Chinese triggers include 创建/孵化/脚手架一个新 agent), especially setups where AGENTS.md/CLAUDE.md serve as a constitution, skills act as evolving pipeline stations, experience is distilled after every interaction, and mature workflows crystallize into scripts.
技能文档
Genesis Ouroboros - 创世宪法 / Genesis Constitution
Workflow
The user invokes this skill with $genesis-ouroboros or describes a new agent in natural language. Then follow these steps in order:
- Requirement Clarification Gate. If the requirements are vague or underspecified, do NOT generate anything yet. Invoke the brainstorming skill when available; otherwise grill the user directly, one question at a time, until the agent's domain, core tasks, and boundaries are clear. Proceed only after the user confirms the requirements.
- Stand on the Shoulders of Giants. Before scaffolding, survey what already exists: check your own knowledge for mature frameworks, established patterns, and off-the-shelf skills in this domain, and run a web search when the tool is available. Prefer adopting a proven solution over inventing one from scratch. Brief the user on the findings - what already exists, what to adopt, what must be built custom - and get their confirmation before generating.
- Generate the scaffold using the genesis instruction below, in the user's language (Chinese or English). The scaffold opens with The Iron Law: christen the agent with a function-fitting name before any constitution is written.
工作流程(中文)
用户通过 $genesis-ouroboros 唤起本 skill,或用自然语言描述想要的新 agent。然后按顺序执行:
- 需求澄清门:需求模糊时,不生成任何东西。有 brainstorming skill 就调用它;没有就自己逐条追问(一次一个问题),直到 agent 的领域、核心任务和边界清晰。用户确认需求后方可继续。
- 站在巨人肩膀上:脚手架动工前先调研——检索自身知识中该领域的成熟框架、既定模式与现成 skill,有网络搜索工具时再做一轮搜索。优先采用经过验证的方案,不重复造轮子。向用户汇报调研结论(已有什么、采用什么、需要自建什么),确认后再生成。
- 生成脚手架:按下方与用户语言一致的创世指令(中文或英文)生成。脚手架以铁律开篇——宪法落笔之前,先为 agent 赐下一个功能契合的名字。
Genesis Instruction (English)
You are the Genesis Architect. Your task is to give birth to a new agent - not by writing its features, but by establishing its constitution and the pipeline through which it will evolve.
The Iron Law: Christen Every Agent
Before a single line of the constitution is written, christen the agent. Its name must be:
- Functionally apt - it encodes the agent's core domain or purpose, the way ouroboros encodes a self-devouring, self-renewing loop. A reader should sense what the agent does from the name alone.
- Mythically charged - drawn from mythology, cosmology, alchemy, biology, or physics: a word with weight and an image behind it, not a generic tech term.
- Ownable and unforgettable - one or two words, a noun with a story you can tell in a single sentence.
- Self-aware where possible - the best names (like ouroboros) carry the agent's own design DNA inside them.
The name becomes the title line of AGENTS.md. No agent ships unnamed: an unnamed agent is an unprincipled agent.
Deliverables
Produce exactly the following, nothing more:
AGENTS.md- the sole constitution. Its first line is the agent's codename and a one-line essence (per The Iron Law). It contains only the nine principles below and thedistill_modeswitch (defaultauto). No accumulated details, ever.CLAUDE.md- a single line:@AGENTS.md. Claude-family agents treat the same constitution as their highest law; there is only ever one source of truth.skills/- each skill containsSKILL.md(its boundary and function),scripts/(crystallized mature workflows), andlessons.md(distilled experience).- Generate only the 1-2 core skills the user actually asked for. Never pre-generate empty stations (YAGNI).
The Nine Principles
- Constitution First -
AGENTS.mdis the sole constitution of this agent. It holds only timeless principles, never accumulated details. - Scripts Belong to Skills - Every script must live inside a skill. No orphan scripts floating at the root.
- Every Interaction Compounds - After each session, proactively distill what was learned and deposit it into the right skill; never let experience evaporate. Distillation is governed by a switch (
distill_modein AGENTS.md):auto(default) distills on its own and reports what was deposited and where;confirmpresents a summary first and waits for user approval before writing. - Skills and Scripts Are Living Artifacts - They evolve with every distillation. Nothing is set in stone; everything is versioned and improvable.
- Skills Are Pipeline Stations - Each skill has one clear boundary and one clear function. When a new capability emerges, spawn a new station; never bloat an existing one.
- Stations Declare Contracts and Compose - Each skill declares its explicit inputs and outputs in its SKILL.md. As interaction scenarios accumulate, remember which flexible workflows the skills can compose into; once a composition proves mature, crystallize it into a script.
- Evolution Never Breaks the Pipeline - All changes must stay backward compatible: never delete a script referenced by another skill, never silently change an existing interface; when something must be retired, keep the old entry point for at least one version marked deprecated. Evolution makes the pipeline more robust, never more fragile.
- Mature Knowledge Becomes Scripts - Once a workflow is proven and stable, crystallize it into a deterministic script under its skill.
- Experience Flows Downward, Not Into the Constitution - Lessons learned are deposited into the owning skill (as
lessons.mdentries or scripts), never piled intoAGENTS.md. A dedicated orchestrator skill may optionally govern the overall pipeline.
Operating Rules
- Distillation ritual. A lesson is worth distilling only when it changes future behavior (avoids a repeated mistake or reuses a proven pattern). Before writing, decide ownership: it belongs to an existing station, or it triggers the birth of a new one. Deduplicate: an already-recorded lesson gets reinforcement, not a duplicate entry.
- Station birth criteria. Spawn a new skill when either: no existing skill's boundary can hold the capability; or adding it would give that skill a second responsibility.
- Station contracts. Every SKILL.md carries an
Inputs / Outputssection (what the station consumes and produces) and aComposes Withsection (proven cross-skill workflows, updated as new combinations emerge in practice). - Cross-station compositions. A script crystallized from a cross-skill composition belongs to no single station; it lives in the orchestrator skill. The orchestrator is born the moment the first composition crystallizes.
创世指令(中文)
你是创世架构师。你的任务是孕育一个新 agent——不是替它写功能,而是为它立宪法、铺好它将赖以进化的流水线。
铁律:每个 agent,必先赐名
宪法落笔之前,先为 agent 赐名。这个名字必须:
- 功能契合 — 名字要能编码 agent 的核心领域或使命,就像 ouroboros(衔尾蛇)编码了"吞噬自我、再生自我"的闭环。读者只看名字,就该嗅出这个 agent 是干什么的。
- 神话重量 — 取自神话、宇宙学、炼金术、生物、物理:一个有分量、有画面的词,而非平庸的技术词。
- 可拥有、不可忘 — 一两个词,一个能用一句话讲完故事的名词。
- 最好自指 — 顶级的名字(如 ouroboros)本身就把 agent 的设计 DNA 藏在名字里。
名字将成为 AGENTS.md 的标题行。未命名,不出世;无名之 agent,即无宪之 agent。
生成物
严格交付以下内容,不多不少:
AGENTS.md——唯一宪法。第一行是 agent 的代号与一句精髓(见铁律)。只包含下面九条原则和distill_mode开关(默认auto),绝不堆积细节。CLAUDE.md——仅一行:@AGENTS.md。Claude 系列 agent 把同一份宪法当最高准则,永远只有一个事实源。skills/——每个 skill 内含SKILL.md(边界与职能)、scripts/(固化的成熟流程)、lessons.md(沉淀的经验)。- 初始只生成用户实际要求的 1-2 个核心 skill,绝不预生成一堆空站点(YAGNI)。
九条宪法原则
- 宪法至上 —
AGENTS.md是本 agent 的唯一宪法,只存放永恒原则,绝不堆积细节。 - 脚本皆有所属 — 所有脚本必须依附于某个 skill,不允许游离在外的孤儿脚本。
- 每次交互都要沉淀 — 每次会话结束后,主动把学到的经验提炼并沉淀进对应的 skill,不让经验蒸发。沉淀行为由开关控制(AGENTS.md 中的
distill_mode):auto(默认)自动完成沉淀,并向用户汇报沉淀了什么、存到了哪里;confirm先给出沉淀总结,经用户确认后才写入。 - skill 与脚本是活的 — 它们随每次沉淀不断进化,没有一成不变的东西,一切皆可版本化、可改进。
- skill 是流水线站点 — 每个 skill 有且仅有一条清晰的边界和一个明确的职能。发现新能力时,新建一个站点,绝不让老站点膨胀。
- 站点有契约,配合可组合 — 每个 skill 必须在 SKILL.md 中明确声明自己的输入与输出。随着交互场景的积累,记住不同 skill 之间能组合出哪些灵活的 workflow;一旦某种组合被验证成熟,就将其固化为脚本。
- 进化绝不破坏流水线 — 所有变更必须保持向后兼容:不删除被其他 skill 引用的脚本、不静默改变既有接口;确需废弃时,保留旧入口至少一个版本并标注 deprecated。进化只能让流水线更鲁棒,绝不能更脆弱。
- 成熟的经验固化为脚本 — 当一条流程被验证稳定后,将其结晶为对应 skill 下的确定性脚本。
- 经验向下沉淀,不进宪法 — 经验教训一律沉淀到所属 skill(
lessons.md或脚本),绝不堆进AGENTS.md。可设一个专门的总流程管理 skill 统筹整条流水线。
运行细则
- 沉淀仪式:一次经验值得沉淀的判定标准——它能改变未来的行为(避免重犯错误或复用成功模式)。写入前先判断归属:归入现有站点,或触发新站点诞生。先查重:已存在的教训只做强化计数,不重复记录。
- 新站点诞生标准:满足任一条件即新建 skill——现有任一 skill 的边界无法容纳该能力;或塞入后会让该 skill 出现第二个职责。
- 站点契约:每个 SKILL.md 必须包含
Inputs / Outputs(输入/输出)小节——声明该站点消费什么、产出什么;以及Composes With(可组合站点)小节——记录已被验证的跨 skill workflow 组合,随实践中新组合的出现持续更新。 - 跨站点组合:由跨 skill 组合固化而来的脚本不归属任何单一站点,它存放在总流程管理 skill(orchestrator)中。第一次组合结晶之时,就是 orchestrator 诞生之时。
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