20:"$Sreact.view_transition" 21:I[9754,["/_next/static/chunks/2qcf_o2xotudn.js","/_next/static/chunks/1gyqeidjm5eoa.js","/_next/static/chunks/0_fjnxc4tt_l_.js","/_next/static/chunks/1ymt1shyhmu-4.js","/_next/static/chunks/3kv2zf0i7s2wc.js","/_next/static/chunks/1ucasf31l8j2v.js","/_next/static/chunks/0yj6_8vip2oqy.js","/_next/static/chunks/2l5xdnifczg1b.js","/_next/static/chunks/192kgs9v_t14j.js","/_next/static/chunks/0z6pw0v5c_lx5.js","/_next/static/chunks/08r60e6icmtkc.js","/_next/static/chunks/3trx6c0i7_x-3.js","/_next/static/chunks/40sro5bzp9bi_.js","/_next/static/chunks/1wgf3tk38y6cf.js"],"ProjectDetail"] 22:T4d03, Refly · 编译登记簿 · Agent 技能构建器

COMPILE-LEDGER / REFLY· OPEN-SOURCE SKILLS BUILDER· TYPE TypeScript· RUNTIME r1.1.0

Source Spec — Compiled Manifest

把业务想法编译成可复用、可版本化的 Agent 技能Refly 用可视化 Vibe 工作流把自然语言定义编译为结构化 manifest：技能是基础设施，不是提示词。

Vibe Workflow Copilot-led Builder MCP Protocol 3,000+ Native Tools 7.4k+ Stars Open Source

01 / SOURCE-SPEC

以自然语言开始：定义一段业务 specSource Spec — natural-language intent

不写代码，不拼提示词。用可视化工作流与 Copilot 引导，把一段业务逻辑整理成可被编译器消费的规范输入。

NATURAL-LANGUAGE SPECin

01当 Slack 里收到「开票」指令时，

02从 CRM 取出当前项目与合同金额，

03生成结构化票据并回传结果。

▶

COMPILE

COMPILED MANIFESTout

nameinvoice-from-slack

versionv1.2.0

atomictrue

inputsmsg · route

outputsinvoice · status

02 / COMPILE-MANIFEST

编译登记簿：每份技能都有可审计的档案Compile to a versioned manifest record

自然语言 spec 经编译收拢为结构化清单——名称、版本、原子性、类型化输入输出全部落档，成为可追踪的工程登记项。

IDDESCRIPTIONATOMICVERSION

skill/invoiceSlack 指令 → CRM → 结构化票据1v1.2.0

skill/onboard新成员入职流程分步执行2v1.0.1

skill/reconcile跨系统对账异常归类上报2v0.9.4

03 / VERSION-ATOM

稳定、原子化、版本化Stable · atomic · versioned

技能被拆成可以被标注、引用和升级的基础单位，每次改动都有版本号落账——像库房里的登记簿一样可回溯。

VERSION HISTORYledger

v1.2.0稳定票据schema扩展

v1.1.0CLI 自然语言管理 · 文件上传

v1.0.0首个稳定版本

▶

ATOMIC UNITSunits

step触发 · 查询 · 生成

edge若 / 否则 / 条件分支

param类型化变量与默认值

04 / DEPENDENCY-RESOLVE

解析依赖：MCP 与原生工具逐行落账Resolve mcp:// and native dependencies

编译器把技能所需的集成解析为逐行记录清单——MCP 服务器与原生工具算作一等依赖，明确「接入什么、调什么」。

MCP

mcp://github-tools

仓库与 Issue 操作

6 端点

NATIVE

stripe://payments

支付与结算

12 端点

NATIVE

slack://conversations

消息与指令路由

8 端点

NATIVE

salesforce://crm

客户与合同数据

9 端点

MCP

mcp://filesystem

本地文件与上传

5 端点

PROTOCOL

native-tool-audit

集成工具总数

3,000+

05 / SERVE-RUNTIMES

导出到多环境：一个技能，处处可跑Export once, run across runtimes

技能可导出为 API、Webhook 或原生工具，随后运行于不同的 Agent 代理与消息平台——无需为每个环境重写。

Claude Code agent runtime

export::skill/claude-code

运行中

Cursor editor runtime

export::skill/cursor

即将推出

Codex agent runtime

export::skill/codex

即将推出

Slack message bot

export::api|bot

运行中

Lark / 飞书 message bot

export::api|bot

运行中

06 / REGISTRY-AUDIT

注册表审计：入册、复用与自助托管Registry, reuse and self-hosting

官方可执行技能注册表 Refly Skills

进入注册表即可被检索、复用与治理。选择托管工作区或 Docker 自部署，把技能登记簿掌握在自己手里。

CLI: npx skills add prefer-run

registryRefly Skills

install waynpx skills add refly-ai/<skill>

deployDocker 自部署

workspace托管工作区

audit status入册 · 可复用

REFLY · SKILLS ARE INFRASTRUCTURE, NOT PROMPTS · DERIVED-VISUAL, NO FAKE SCREENSHOTS

23:T4d5b, Refly · Compilation Ledger · Agent Skills Builder

COMPILE-LEDGER / REFLY· OPEN-SOURCE SKILLS BUILDER· TYPE TypeScript· RUNTIME r1.1.0

Source Spec — Compiled Manifest

Compile a business idea into reusable, versioned agent skillsRefly turns natural-language intent into a structured manifest through visual Vibe workflows: skills are infrastructure, not prompts.

Vibe Workflow Copilot-led Builder MCP Protocol 3,000+ Native Tools 7.4k+ Stars Open Source

01 / SOURCE-SPEC

Start from plain language: define a business specSource spec — natural-language intent

No code, no prompt-juggling. Shape a business logic into a well-formed input the compiler can consume, using visual workflows and a Copilot-led builder.

NATURAL-LANGUAGE SPECin

01When a Slack message says "invoice",

02pull the current project and contract amount from CRM,

03generate a structured invoice and return the result.

▶

COMPILE

COMPILED MANIFESTout

nameinvoice-from-slack

versionv1.2.0

atomictrue

inputsmsg · route

outputsinvoice · status

02 / COMPILE-MANIFEST

A compiled ledger: every skill gets an auditable recordCompile to a versioned manifest record

Natural-language specs are folded into a structured record — name, version, atomicity and typed inputs and outputs all logged as auditable engineering entries.

IDDESCRIPTIONATOMICVERSION

skill/invoiceSlack intent → CRM → structured invoice1v1.2.0

skill/onboardGuided onboarding steps for new members2v1.0.1

skill/reconcileCross-system reconciliation and exception triage2v0.9.4

03 / VERSION-ATOM

Stable, atomic and versionedStable · atomic · versioned

Skills are broken into units you can label, reference and upgrade, with every change to a version number — tracked like a ledger entry in the stockroom.

VERSION HISTORYledger

v1.2.0stableextended invoice schema

v1.1.0CLI natural-language mgmt · file upload

v1.0.0first stable release

▶

ATOMIC UNITSunits

steptrigger · query · generate

edgeif / else / condition

paramtyped variables and defaults

04 / DEPENDENCY-RESOLVE

Resolve dependencies: MCP and native tools, line by lineResolve mcp:// and native dependencies

The compiler resolves every integration into a line-by-line record — MCP servers and native tools are first-class dependencies, spelling out exactly what is wired in.

MCP

mcp://github-tools

Repos and issue operations

6 endpoints

NATIVE

stripe://payments

Payments and billing

12 endpoints

NATIVE

slack://conversations

Messages and command routing

8 endpoints

NATIVE

salesforce://crm

Customers and contract data

9 endpoints

MCP

mcp://filesystem

Local files and uploads

5 endpoints

PROTOCOL

native-tool-audit

Total integrated tools

3,000+

05 / SERVE-RUNTIMES

Export across environments: one skill, many runtimesExport once, run across runtimes

Skills export as APIs, webhooks or native tools, then run across different agent proxies and messaging platforms — no rewrite per environment.

Claude Code agent runtime

export::skill/claude-code

Running

Cursor editor runtime

export::skill/cursor

Coming soon

Codex agent runtime

export::skill/codex

Coming soon

Slack message bot

export::api|bot

Running

Lark / Feishu message bot

export::api|bot

Running

06 / REGISTRY-AUDIT

Registry audit: publish, reuse and self-hostRegistry, reuse and self-hosting

The official executable skill registry Refly Skills

Once registered, skills can be searched, reused and governed. Choose a hosted workspace or Docker self-hosting to keep your skill ledger in your own hands.

CLI: npx skills add prefer-run

registryRefly Skills

installnpx skills add refly-ai/<skill>

deployDocker self-hosted

workspaceHosted workspace

audit statusPublished · reusable

REFLY · SKILLS ARE INFRASTRUCTURE, NOT PROMPTS · DERIVED-VISUAL, NO FAKE SCREENSHOTS

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