SKILL.md SKILL.md skillC

SKILL.md from jinho-von-choi/anchormind is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jinho-von-choi/anchormind/SKILL.md@git:20261021.4a69550

Pins git:20261021.4a69550 in mdr.lock. Pin the fingerprint instead.

Audit grade
C, 14 of 17 checks passed
Kind
SKILL.md skill
Repository
jinho-von-choi/anchormind
Path
SKILL.md
Versions recorded
33
Latest version
git:20261021.4a69550, committed Oct 21, 2026
First version recorded
Sep 3, 2026
Size
111,687 bytes
Repository stars
171
License
Apache-2.0

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# AnchorMind Skill Reference

AI 에이전트가 AnchorMind 기억 서버를 최대 효율로 활용하기 위한 기술 레퍼런스.

## 현재 버전: v6.7.1

AnchorMind 서버는 AI 에이전트의 세션 간 장기 기억을 파편(Fragment) 단위로 영속화하고, 16개 도구를 통해 저장·검색·연결·반성 기능을 제공한다. 마스터 키 세션에서는 관리 도구 4종(`memory_stats`, `memory_consolidate`, `check_update`, `apply_update`)이 추가로 노출되어 총 20개가 된다.

주요 현재 기능:

- `batch_remember`는 동기(기본)와 비동기(`async: true`) 두 모드를 지원한다. 비동기 모드에서는 선검증 후 Redis 큐에 적재하고 `{async, accepted, jobId}`를 즉시 반환하며, 워커가 ack·재시도(최대 3회)·dead-letter·기동 복구(RPOPLPUSH reliable queue)로 at-least-once 처리를 보장한다. `batch_status(jobId)`로 처리 상태(queued/processing/completed/dead)를 조회한다. Redis 비활성 환경에서는 자동으로 동기 모드로 폴백한다. `batch_remember`와 `memory_consolidate`는 표준 단일 JSON-RPC 응답으로 반환되며 `stream` 파라미터는 동작하지 않는다(하위 호환 유지).
- 검색은 3계층(L1 Redis 역색인 → L2 PostgreSQL 키워드·메타데이터 → L3 pgvector 시맨틱)으로 후보를 찾고, 그래프·시간·본문 어휘 후보와 함께 RRF로 병합한다. `computeRecallScore` 함수가 cross-encoder reranker 결과에 topic/keyword 직접 일치 신호를 log 정규화된 가산항으로 반영한다. 시맨틱 임계값 기본값은 0.4이고, `SearchParamAdaptor`가 50회 이상 샘플 축적 후 키별·시간대별로 임계값을 자동 조정한다.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jinho-von-choi/anchormind/SKILL.md@sha256:1f8312fa016b56c8

The line at the top of this page pins the label git:20261021.4a69550, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_jryhzj7etxcichse.svg)](https://markdownregistry.com/a/art_jryhzj7etxcichse)

7 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 33 versions of this file, between Sep 3, 2026 and Oct 21, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20261021.4a69550 latest2026-10-21 4a69550 111,687 BC view · diff
git:20261021.921d4bd2026-10-21 921d4bd 111,687 BC view · diff
git:20261020.02a147a2026-10-20 02a147a 111,687 BC view · diff
git:20261020.53985812026-10-20 5398581 111,656 BC view · diff
git:20261020.439e51b2026-10-20 439e51b 109,948 BC view · diff
git:20261014.87ec88c2026-10-14 87ec88c 109,143 BC view · diff
git:20261014.a6a82db2026-10-14 a6a82db 109,143 BC view · diff
git:20261013.5c64e2b2026-10-13 5c64e2b 109,143 BC view · diff
git:20261013.d42cd802026-10-13 d42cd80 109,143 BC view · diff
git:20261013.cb91fb32026-10-13 cb91fb3 109,184 BC view · diff
git:20261012.74f5ff12026-10-12 74f5ff1 109,184 BC view · diff
git:20261011.a8baf5a2026-10-11 a8baf5a 109,184 BC view · diff
git:20261011.5d0f58a2026-10-11 5d0f58a 109,184 BC view · diff
git:20261010.92075532026-10-10 9207553 107,649 BC view · diff
git:20261010.333b9712026-10-10 333b971 107,649 BC view · diff
git:20261010.81c8cb22026-10-10 81c8cb2 107,294 BC view · diff
git:20261010.f84c5972026-10-10 f84c597 107,294 BC view · diff
git:20261005.c8831302026-10-05 c883130 107,116 BC view · diff
git:20261005.75890432026-10-05 7589043 107,116 BC view · diff
git:20261004.cdcdfaa2026-10-04 cdcdfaa 107,122 BC view · diff
git:20261004.bf7a9c52026-10-04 bf7a9c5 107,122 BC view · diff
git:20261004.371de262026-10-04 371de26 104,572 BC view · diff
git:20261002.bd6ef7f2026-10-02 bd6ef7f 96,053 BC view · diff
git:20261002.efbb7b02026-10-02 efbb7b0 96,053 BC view · diff
git:20260930.0194a3f2026-09-30 0194a3f 94,178 BC view · diff
git:20260930.74c6a122026-09-30 74c6a12 94,053 BC view · diff
git:20260930.0b2e4c72026-09-30 0b2e4c7 94,044 BC view · diff
git:20260929.3730dd72026-09-29 3730dd7 94,005 BC view · diff
git:20260928.55b5a212026-09-28 55b5a21 93,875 BC view · diff
git:20260908.e0108832026-09-08 e010883 93,689 BC view · diff
git:20260903.d6a13ea2026-09-03 d6a13ea 92,298 BC view · diff
git:20260903.1f2ab2c2026-09-03 1f2ab2c 91,807 BC view · diff
git:20260903.be3f3642026-09-03 be3f364 91,024 BC view

Audit of the latest version

C  14 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter block present
  • fail: Frontmatter declares a name
  • fail: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (111687 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

jinho-von-choi/anchormind · 171 stars · license Apache-2.0 · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jryhzj7etxcichse
GET https://markdownregistry.com/api/v1/resolve?ref=jinho-von-choi/anchormind/SKILL.md
GET https://markdownregistry.com/api/v1/blob/1f8312fa016b56c87d4f55357faebdf134382887fda59cd3d0dd9322e7d2bb0e

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from jinho-von-choi/anchormind

anchormind SKILL.md skill
jinho-von-choi/anchormind · integrations/claude-code/skills/anchormind/SKILL.md · AnchorMind 장기 기억 MCP 도구(context, recall, remember, reflect, forget, link, amend 등) 사용 규칙의 핵심본. 세션 시작, "이전에/저번에" 언급, 에러…
git:20261004.bf7a9c5 · audit A · 171 stars

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