AI Skill Hub 强烈推荐:Beagle 是一款优质的Agent工作流。AI 综合评分 8.0 分,在同类工具中表现稳健。如果你正在寻找可靠的Agent工作流解决方案,这是一个值得深入了解的选择。
Beagle 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。
Beagle 是一套完整的 AI Agent 自动化工作流方案。通过可视化的节点编排,将复杂的多步骤任务拆解为清晰的自动化流程,实现全程无人值守的智能处理。支持与数百种外部服务和 API 无缝集成,适合构建数据处理管线、业务自动化和 AI 辅助决策系统。
# 克隆仓库 git clone https://github.com/tompassarelli/beagle cd beagle # 查看安装说明 cat README.md # 按 README 完成环境依赖安装后即可使用
# 查看帮助 beagle --help # 基本运行 beagle [options] <input> # 详细使用说明请查阅文档 # https://github.com/tompassarelli/beagle
# beagle 配置说明 # 查看配置选项 beagle --config-example > config.yml # 常见配置项 # output_dir: ./output # log_level: info # workers: 4 # 环境变量(覆盖配置文件) export BEAGLE_CONFIG="/path/to/config.yml"
A taste of the surface — every snippet here passes bin/beagle syntax:
;; types ride on bindings; interiors inferred
(defn double [n :- Int] :- Int (* n 2))
;; macros + quasi-quote (Scheme-style unquote: `,x`, splice `,@xs`)
(defmacro inc1 [x] `(+ ,x 1))
;; Clojure threading family, reader conditionals, canonical keyword access
(-> 1 (+ 2) (* 3))
(def msg #?(:clj "hello" :cljs "hi" :nix "bonjour"))
(:name {:name "ada"})
- Inline :- annotations on the typed boundaries def / defn / defonce / defrecord; interiors and let-locals are inferred. - defmacro + quasi-quote / unquote / unquote-splicing. - Clojure threading family: ->, ->>, as->, cond->, cond->>, some->, some->>. - Reader conditionals #?(:clj … :cljs … :nix … :default …) and #?@(…). - Quoted containers '[…], '{…}, '#{…} self-evaluate. - Sourcemap fidelity: the author's position survives every canonicalization, guarded by a dedicated bench. - Typo suggestions for mistyped NixOS options: segment-aware Levenshtein against the option schema. - Per-target prefixes (nix/, js/, …) for forms whose meaning genuinely diverges per backend.
The clj-target compiler is written in Beagle (self-host/). The checked-in seed is that compiler's own emitted output, and CI holds the pair to a byte-level bootstrap fixpoint (bin/beagle-remint) plus byte-agreement with the original Racket compiler, which now serves as the conformance oracle (bin/beagle-certify).
Stage0 is a native binary. The canonical self-hosted compiler ships as a self-contained GraalVM native-image (self-host/native/beagle-selfhost), built reproducibly with nix build .#beagle-selfhost. Running the seed under babashka (bb -cp self-host/seed …) is a dev convenience and the substrate for the remint fixpoint loop — the two are held byte-identical, so the native binary is the distribution artifact and bb is the fallback. Details: self-host/README.md.
.bclj / .bjs / .bnix / .bodin ──▶ parse ──▶ check ──▶ emit ──▶ .clj / .js / .nix / .odin
▲
macros, schema, stdlib, type narrowing
all share one AST + diagnostic path
check is where the NixOS option schema (loaded from a cache at compile time) becomes typed context: unknown option paths fail at parse time, wrong-typed values fail at type-check time, ahead of any build. Sourcemap fidelity is preserved through every canonicalization, so diagnostics point at the author's position — not a desugared intermediate.
Requires Racket 8.x+.
git clone https://github.com/Autonymy/beagle
cd beagle
raco pkg install --link beagle-lib/ beagle-test/ beagle/
bin/beagle test --active-only # active tier
For a real-world .bnix corpus, clone firn — schema-typed end to end; the NixOS system builds from flake.bnix directly.
<details> <summary><b>The CLI & repair loop</b></summary>
Static reference docs are intentionally thin while the surface moves — the compiler is the source of truth, fronted by one CLI:
bin/beagle doctor # is the repair loop online and working?
bin/beagle syntax FILE # parse check (+ --repair --emit-patch)
bin/beagle check FILE # typed checker
bin/beagle validate [FILE...] # parse + check + schema validation
bin/beagle build [PATH...] # compile to target (--out DIR)
bin/beagle sig NAME FILE... # typed signature
bin/beagle fields RECORD FILE # record fields, types, accessors
bin/beagle callers NAME FILE... # call sites
bin/beagle expand FILE # macro-expanded source
bin/beagle explain-type FILE # inferred types as a view
bin/beagle help lists every command. The repair loop — a watch daemon, an on-edit syntax/type hook, and machine-applicable fixes — is where the type signal becomes applied edits; bin/beagle doctor health-checks it end to end. Deeper dev tools stay as bin/beagle-* (blame, specfix, trace, cascade).
The bin/beagle-claims / bin/beagle-roundtrip backends project Beagle source into a claim graph for Fram's Chartroom. The claim log is canonical there — the source text is a view onto the claims, not a graph derived from text after the fact.
</details>
<details> <summary><b>Project layout</b></summary>
- beagle-lib/private/parse.rkt — surface form set; the source of truth. - beagle-lib/private/check.rkt — type checker. - beagle-lib/private/emit-{clj,js,nix,odin}.rkt — live emitters; beagle-lib/private/dormant/ holds the parked ones. - beagle-lib/private/nixos-schema.rkt — the typed NixOS-option environment. - beagle-lib/private/diagnostic-kind.rkt — the cause-class? taxonomy. - beagle-test/ — tiered test suite; beagle-test/tiers.rktd is the authoritative tier classification. - CLAUDE.md — the operating discipline; its three-statement generative spec (Clojure + types / load-bearing divergence / idiomatic per target) is the canonical anchor for any surface question. - docs/ — distilled, rot-resistant artifacts: INFLUENCES.md (lineage + thesis) and the generated CHEATSHEET.md.
</details>
Beagle提供了多后端支持,简化AI工作流
AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。
建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。
✅ Apache 2.0 — 宽松开源协议,可商用,需保留版权声明和 NOTICE 文件,含专利授权条款。
总体来看,Beagle 是一款质量优秀的Agent工作流,在同类工具中具备一定竞争力。AI Skill Hub 将持续追踪其更新动态,建议收藏备用,结合自身场景选择合适时机引入使用。
| 原始名称 | beagle |
| Topics | ai-agentscode-generationracket |
| GitHub | https://github.com/tompassarelli/beagle |
| License | Apache-2.0 |
| 语言 | Racket |
收录时间:2026-07-04 · 更新时间:2026-07-04 · License:Apache-2.0 · AI Skill Hub 不对第三方内容的准确性作法律背书。
选择 Agent 类型,复制安装指令后粘贴到对应客户端