pillumina/ascend-sleuth · skills/reference-ingest/SKILL.md

reference-ingest skillA

reference-ingest is agent-read markdown (skill) from pillumina/ascend-sleuth: 从 GitCode 等可按 API 枚举的**文档仓**批量摄取官方文档，沉淀为 reference 先验词条（面向训练/推理的中断、精度、性能定位）。编排「仓库文档面普查 → 增量扫描（path×blob sha 记账，防重复抓取与重复评估）→ 候选筛选 → 按需抓正文到本地缓存（ref-docs/，git-ignored，sha 校验）→ 抽取 → 走 to-reference 归类产出 → mark 回写判定」；状态文件 reference-ingest-state.json 是唯一台账，`skipped` 也记账（判过不沉淀的文档下一轮不再评估）。以 token 节省为设计约束：脚本只拉目录树、正文按候选抓、码块与日志裁剪后再读。这是「文档语料 → reference」的统一批量注入入口，与 issue-ingest（issue → case）、to-reference（零散来源 → reference）互补。.

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.

How to install

Latest version
mdr add pillumina/ascend-sleuth/reference-ingest@git:20260915.b0521f3
Exact content
mdr add pillumina/ascend-sleuth/reference-ingest@sha256:27fadc2cfda268b3

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_3lcdgb4weoxkas57.svg)](https://markdownregistry.com/a/art_3lcdgb4weoxkas57)

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Versions

versioncommittedcommitsizeaudit
git:20260915.b0521f3 latest2026-09-15 b0521f3 11,136 BA view · diff
git:20260915.3d99afb2026-09-15 3d99afb 10,664 BA view · diff
git:20260915.7165d972026-09-15 7165d97 9,479 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 (11136 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

pillumina/ascend-sleuth · 4 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3lcdgb4weoxkas57
GET https://markdownregistry.com/api/v1/resolve?ref=pillumina/ascend-sleuth/reference-ingest
GET https://markdownregistry.com/api/v1/blob/27fadc2cfda268b347f2118ed4470c833b486435c8682b4aa5e8108d02e6ab09