memory-distill SKILL.md skillA

memory-distill from dannykkh/skill-olympus is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add dannykkh/skill-olympus/memory-distill@git:20261010.165f741

Pins git:20261010.165f741 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
dannykkh/skill-olympus
Path
skills/memory-distill/SKILL.md
Versions recorded
6
Latest version
git:20261010.165f741, committed Oct 10, 2026
First version recorded
Jun 11, 2026
Size
11,542 bytes
Repository stars
7
License
MIT

memory/{gotchas,learned}/observations.jsonl raw 관찰을 정제 .md로 변환하는 사용자 트리거 스킬. 핸드오프 의존이 약할 때 의지로 호출. Dreaming-like rebuild 모드 지원 (기존 정제 .md + 새 관찰 통합 + 중복/모순 제거). /memory-distill로 실행. 또한 핸드오프 자동 정제와 동일 로직을 공유. 대상은 프로젝트 루트 memory/ 전용 — 호스트 네이티브 메모리나 Antigravity /learn과 무관.

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

# Memory Distill — observations.jsonl → 정제 .md

> 핸드오프가 충분히 자주 발동되지 않을 때, 사용자 의지로 raw 관찰을 정제 .md로 굳힙니다.
> append-only 누적의 부풀음을 막기 위해 **rebuild 모드**로 기존 정제 .md를 통합합니다.

## Antigravity `/learn` 경계

Antigravity 네이티브 `/learn`은 현재 대화의 교정·선호를 Rules 또는 Skill로 정리하는 빠른 학습 경로입니다.
최근 세션의 한두 교정을 런타임 규칙으로 남기는 요청은 `/learn`이 우선입니다. 이 모듈은 여러 세션에 걸쳐
프로젝트 루트에 쌓인 `observations.jsonl`을 클러스터링하고, 중복·모순을 제거하며, 기존 정제 파일까지
재구성하는 저장소 수준 유지보수를 소유합니다. `/learn`을 프로그램적으로 호출하거나 그 결과를 이 모듈의
rebuild 증거로 간주하지 않습니다.

## 사용법

```bash
# 스캔 (기본) — 후보만 출력, 파일 미생성
/memory-distill

# 적용 — 새 정제 .md 생성
/memory-distill --apply

# 통째 재구성 — 기존 정제 .md + 새 관찰 통합 + 중복/모순 제거
/memory-distill --rebuild

# 대상 선택
/memory-distill --type gotchas
/memory-distill --type learned

# 시점 필터
/memory-distill --since 2026-04-01
```

### 인자

| 인자 | 기본값 | 설명 |
|------|--------|------|
| `--apply` | off | 후보를 실제 .md 파일로 생성 |
| `--rebuild` | off | 기존 정제 .md까지 함께 재구성 |
| `--type` | `both` | `gotchas`, `learned`, `both` |
| `--since` | (전체) | 해당 ISO 날짜 이후 관찰만 |
| `--min-cluster` | 2 | 그룹핑 최소 관찰 수 |

`--rebuild`는 `--apply`를 암시합니다.

## 워크플로우

### Phase 1: 입력 수집

```
1. raw 관찰 로드
   ├─ memory/gotchas/observations.jsonl  (event: tool_error | turn_error)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add dannykkh/skill-olympus/memory-distill@sha256:fc83ebd204dea722

The line at the top of this page pins the label git:20261010.165f741, 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_le5kplmia5nb67su.svg)](https://markdownregistry.com/a/art_le5kplmia5nb67su)

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

Versions

The registry has recorded 6 versions of this file, between Jun 11, 2026 and Oct 10, 2026, about one every 24 days.

versioncommittedcommitsizeaudit
git:20261010.165f741 latest2026-10-10 165f741 11,542 BA view · diff
git:20260901.8bc747e2026-09-01 8bc747e 11,604 BA view · diff
git:20260812.afc99502026-08-12 afc9950 11,040 BA view · diff
git:20260731.14bdee72026-07-31 14bdee7 10,334 BA view · diff
git:20260623.7f0d77c2026-06-23 7f0d77c 8,514 BA view · diff
git:20260611.cd447182026-06-11 cd44718 8,540 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (11542 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

dannykkh/skill-olympus · 7 stars · license MIT · pushed 2026-10-22 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_le5kplmia5nb67su
GET https://markdownregistry.com/api/v1/resolve?ref=dannykkh/skill-olympus/memory-distill
GET https://markdownregistry.com/api/v1/blob/fc83ebd204dea722e3b6eadefd466bd5039f8ea2f0a60b470ce7a1ba7ba79340

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 dannykkh/skill-olympus

AGENTS.md AGENTS.md file
dannykkh/skill-olympus · AGENTS.md
git:20261018.77243bb · audit A · 7 stars
DESIGN.md DESIGN.md file
dannykkh/skill-olympus · DESIGN.md
git:20260901.44bff6a · audit A · 7 stars
agent-md-refactor SKILL.md skill
dannykkh/skill-olympus · skills/agent-md-refactor/SKILL.md · Use when AGENTS.md, CLAUDE.md, or similar instruction files are bloated (300+ lines). Splits monolithic files into…
git:20260901.8bc747e · audit A · 7 stars
agent-team-codex SKILL.md skill
dannykkh/skill-olympus · skills/agent-team-codex/SKILL.md · Codex CLI의 내장 default, explorer, worker를 조합해 병렬 구현을 수행한다. zephermine 섹션 모드와 자유 모드를 지원하며 /agent-team, /poseidon…
git:20261022.6de5f4c · audit A · 7 stars
agent-team SKILL.md skill
dannykkh/skill-olympus · skills/agent-team/SKILL.md · zephermine 섹션 기반 네이티브 멀티에이전트 오케스트레이션. 의존성 분석, Wave 그룹핑, 파일 소유권 분리, 병렬 구현과 통합 검증을 수행한다. Claude, Codex, Antigravity…
git:20261022.6de5f4c · audit A · 7 stars
antigravity-mnemo SKILL.md skill
dannykkh/skill-olympus · skills/antigravity-mnemo/SKILL.md · Install, remove, or diagnose Mnemo long-term conversation memory for Google Antigravity CLI using its global Stop hook…
git:20261012.94ae631 · audit A · 7 stars
antigravity SKILL.md skill
dannykkh/skill-olympus · skills/antigravity/SKILL.md · Use Google Antigravity CLI (`agy`) for independent code or plan review, large-context analysis, and a second-model…
git:20260901.8bc747e · audit A · 7 stars
api-handoff SKILL.md skill
dannykkh/skill-olympus · skills/api-handoff/SKILL.md · Create backend/frontend API handoff docs for endpoints, frontend data needs, and cross-team data requirements.
git:20260427.85307e1 · audit A · 7 stars
api-tester SKILL.md skill
dannykkh/skill-olympus · skills/api-tester/SKILL.md · API 연동 테스트 스킬. 프론트-백엔드 통신 검증, 프록시 설정 확인, CORS, JWT 토큰, 에러 응답, 파일 업로드 테스트. "API 테스트해줘"로 실행.
git:20261002.d0b4bfd · audit A · 7 stars
argos SKILL.md skill
dannykkh/skill-olympus · skills/argos/SKILL.md · 준공검사 감리 스킬. 설계 산출물(spec, api-spec, qa-scenarios, flow-diagrams) 대비 구현을 정적·런타임·API·QA·도면·보안 관점으로 검증한다. 일반 diff 품질은 가용한…
git:20261022.6de5f4c · audit A · 7 stars
auto-continue-loop SKILL.md skill
dannykkh/skill-olympus · skills/auto-continue-loop/SKILL.md · 네이티브 /goal(Stop 게이트)을 녹여 쓰는 자율 작업 규율 스킬. 주 진입점은 /chronos. goal은 "끝까지 안 멈추기"(지속성)를 담당하고, 크로노스는 goal이 못 하는 것 — 자가 판단이 아닌…
git:20261020.a4ebf4e · audit A · 7 stars
autoresearch SKILL.md skill
dannykkh/skill-olympus · skills/autoresearch/SKILL.md · Karpathy의 autoresearch 패턴을 스킬 프롬프트 최적화에 적용. 체크리스트(3~6개 예/아니오 기준) 기반 hill-climbing 루프로 SKILL.md를 자동 개선합니다. 한 번에 하나만 바꾸고…
git:20261002.a341c48 · audit A · 7 stars

Every file in dannykkh/skill-olympus

Other files named memory-distill

memory-distill SKILL.md skill
kendrick-stein/mcislab_deepread · skills/5-evolution/memory-distill/SKILL.md · 当积累了多天工作日志、或 Supervisor 说"整理记忆""蒸馏"时,从日志中提取 pattern 和 insight 到记忆库。也可被 autoresearch 在合适时机自动调用
git:20260723.fb64ba4 · audit A · 12 stars

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