Home / yogsoth-ai / de-anthropocentric-research-engine · skills/ara-compile/SKILL.md · GitHub

ara-compile skillA

ara-compile is agent-read markdown (skill) from yogsoth-ai/de-anthropocentric-research-engine: SOP: Turn the feeding plan into the compiler''s $ARGUMENTS and run the external ARA compiler once inline to produce ../ara/.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# SOP: ARA Compile

**Key question**: 怎么把投喂计划喂给外部 compiler,一次抽出一份内部一致的 ARA?

## Preflight

先确认外部 `compiler` skill 可 load(ARA skills 已装:`npx @ara-commons/ara-skills`)。
若不可用,提示用户安装并**停下**,不要静默继续。

## Why one inline call, not multi-subagent

ARA 的 cross-layer binding(claim→proof→evidence、tree→claim)必须**全局一致**。
分批 compile 会各自从 C01 起撞 ID、断 tree,汇总等于重缝半成品 —— 正是 ARA 要消灭
的事。compiler 自带覆盖度循环(max 3 轮)+ 内建 `Task` 工具;真需要并行由它**内部**
自理,本 SOP 不越俎拆分。

## Procedure

1. **把投喂计划整理成 compiler 的 `$ARGUMENTS`**:
   - 主干文件清单 + trace 素材清单 + 图片清单的**路径**(compiler 按路径读);
   - 标注哪些是主干(报告线 → claims/problem);
   - 大方向作为约束文本(约束 PAPER.md 的 title/abstract);
   - `--output ../ara/`(与 `context/` 平级,天然不会被下次 review 当 context 吃回去)。

   例:
   ```
   compiler context/2026-06-06-01-30-stage7-...md context/2026-06-05-...stage6...md \
     context/figures/*.png \
     --output ../ara/ \
     主干=stage7(报告线);其余为过程线/图片;大方向:<从 north-star-align 来的一段>
   ```

2. **一次 inline 运行**:`Skill` load **compiler**,传上面的 `$ARGUMENTS`。
   compiler 跑 4 阶段(语义解构 → 认知映射 → src 层 → 探索图抽取)+ 覆盖度循环
   + Seal Level 1。

3. **Seal Level 1 不过**:compiler 自带 fix-iterate(2–3 轮),本 SOP 不接管;
   若仍不过,把失败报告**透传**给用户,停。

## Output
…

Read the whole file at its exact version.

How to install

Latest version
mdr add yogsoth-ai/de-anthropocentric-research-engine/ara-compile@v1.0.0
Exact content
mdr add yogsoth-ai/de-anthropocentric-research-engine/ara-compile@sha256:76794b2e13a87313

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_w5qkpq3ttjch55ow.svg)](https://markdownregistry.com/a/art_w5qkpq3ttjch55ow)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-06-17 d02426a 2,258 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2258 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

yogsoth-ai/de-anthropocentric-research-engine · 497 stars · license Apache-2.0 · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_w5qkpq3ttjch55ow
GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/ara-compile
GET https://markdownregistry.com/api/v1/blob/76794b2e13a8731326463952e42ec79754dc51265fdebc08f41a08c1efb251fb

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

More from yogsoth-ai/de-anthropocentric-research-engine

AGENTS.md agents
yogsoth-ai/de-anthropocentric-research-engine · AGENTS.md
git:20260727.358b018 · audit A · 497 stars
CLAUDE.md@ladder-foundry claude
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/CLAUDE.md
git:20260701.4f1b4d0 · audit A · 497 stars
formated-results skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/formated-results/SKILL.md · Closing skill for the research-executor, loaded as the last step of formated-specs. Summarize the design just produced…
git:20260916.f5399c9 · audit A · 497 stars
formated-specs skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/formated-specs/SKILL.md · Spec-slot skill for the research-executor. Emit the 4-layer DARE orchestration of the assigned topic as one…
git:20260916.f5399c9 · audit A · 497 stars
injection-fidelity skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/injection-fidelity/SKILL.md · Loss-1 judge (codex role). Given one sample's de-identified dialogue and its PolicyCard, decide axis-by-axis whether…
git:20260916.f5399c9 · audit A · 497 stars
ladder-quality-order skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/ladder-quality-order/SKILL.md · Loss-2 judge (codex role). Over one topic's 6 shuffled research-design samples, pairwise-rank by quality using the…
git:20260916.f5399c9 · audit A · 497 stars
optimization-loop skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/optimization-loop/SKILL.md · The optimizer brain for the ladder-foundry pretraining loop. Runs the two-level nested batch loop, delegates gating to…
git:20260916.f5399c9 · audit A · 497 stars
acu-nugget-recall skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/acu-nugget-recall/SKILL.md · Tactic: Extract atomic units from one paper and score how much of a caller-supplied summary covers. Use for ACU-style…
v1.0.0 · audit A · 497 stars
argumentative-zoning skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/argumentative-zoning/SKILL.md · Tactic: Label every sentence of one paper with its rhetorical role using Argumentative Zoning. Use when fixed…
v1.0.0 · audit A · 497 stars
atomic-unit-matching skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/atomic-unit-matching/SKILL.md · Judge, per atomic content unit, whether a target text (summary, abstract, or other candidate text) contains it — binary…
v1.0.0 · audit A · 497 stars
atomic-unit-recall-aggregate skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/atomic-unit-recall-aggregate/SKILL.md · Aggregate per-unit ACU/Nugget match judgments into a final recall score — normalized length-penalized recall for ACU…
v1.0.0 · audit A · 497 stars
atomic-unit-writing skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/atomic-unit-writing/SKILL.md · Extract (ACU-style) or freshly author (Nugget-style) a list of atomic content units from a paper, optionally tagged…
v1.0.0 · audit A · 497 stars

Every file in yogsoth-ai/de-anthropocentric-research-engine

Browse by kind, by grade A, or by owner.