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K-lines as semantic activation — the name activates the tradition.
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.
npx skills add https://github.com/SimHacker/moollm --skill protocol명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
로컬 사본을 원하시나요? SkillsMP에서 현재 제공할 수 있는 파일을 다운로드하세요.
SOC 직업 분류 기준
SKILL.md 표시 중
| name | protocol |
| description | K-lines as semantic activation — the name activates the tradition. |
| license | MIT |
| tier | 0 |
| allowed-tools | ["read_file"] |
| related | ["k-lines","naming","skill","bootstrap","yaml-jazz"] |
| tags | ["moollm","meta","naming","k-line","minsky","semantic"] |
| credits | ["Marvin Minsky — K-lines, Society of Mind (1986)"] |
"The name activates the tradition."
K-lines as semantic activation. When you invoke a protocol by name, you activate an entire constellation of knowledge and behavior.
A protocol is a named pattern that the LLM already knows. Invoking it by name activates that knowledge without needing to repeat it.
# Traditional approach: Explain everything
"When writing YAML, use natural keys, add comments for humans and LLMs,
keep structure flexible, use semantic naming, allow improvisation..."
# [500 tokens of explanation]
# K-line approach: Name activates pattern
> Apply YAML-JAZZ
# The LLM already knows. One name = 500 tokens compressed.
"A K-line is a wirelike structure that attaches itself to whichever mental agents are active when you solve a problem. When activated later, those agents are partially activated, creating a similar mental state." — Marvin Minsky, Society of Mind (1986)
MOOLLM protocols ARE K-lines. The name IS the activation vector.
Activate a protocol by name.
> INVOKE POSTEL
# Activates: "Be liberal in what you accept, conservative in what you emit"
# Plus: ASK when uncertain, robustness principles, defensive parsing
Create a new protocol.
> DEFINE WAFFLE-PARTY AS "Celebratory gathering requiring Form WP-7"
# Now WAFFLE-PARTY is a K-line that activates this context
Show available protocols.
> LIST PROTOCOLS
ADVENTURE, BOOTSTRAP, INCARNATION, POSTEL, PSIBER,
SPEED-OF-LIGHT, YAML-JAZZ, ...
Emit a file pointer with metadata.
Format: PATH[:LINE[-END]][#anchor][?search] # TYPE - DESC
Examples:
/path/file.txt:42 # secret 🔴
/path/screenshot.png # image - Cursor can read!
/path/schema.yml#field.name # k-line
@central/apps/insights/brain/Schema.py:142-200 # code - Schema class
Full syntax:
PATH[:LINE[-END]][#anchor][?search] # TYPE - DESC
| Component | Purpose | Example |
|---|---|---|
PATH | File location | /path/file.yml |
:LINE | Specific line | :42 |
[-END] | Line range | :42-67 |
#anchor | YAML path / section | #field.name |
?search | Search term | ?error |
# TYPE | Content type | # secret, # image |
- DESC | Description | - The Schema class |
Special types:
# secret 🔴 — Sensitive content# image — Cursor can read images from absolute paths!# k-line — Semantic activation point# code — Source code referenceTools emit K-REFs, LLM reads selectively.
# Tool (Python/shell) runs and emits:
print("/logs/2026-01-28.log:147 # error - Database timeout")
print("/logs/2026-01-28.log:892 # error - Memory exhausted")
print("/logs/2026-01-28.log:1203 # warning - Slow query")
print("/config/db.yml # config - Database settings")
Key insight: Scan and point, not dump.
| Protocol | Activates |
|---|---|
ADVENTURE | Text adventure patterns, room navigation |
YAML-JAZZ | Flexible YAML with semantic comments |
BOOTSTRAP | Session startup, context assembly |
PSIBER | Data as navigable room (HyperCard heritage) |
POSTEL | Liberal accept, conservative emit, ASK |
INCARNATION | Gold-standard character creation |
SPEED-OF-LIGHT | Many turns in one LLM call |
HERO-STORY | Safe real-person references |
TREKIFICATION | Privacy masking protocol |
When you invoke a protocol, related concepts activate:
> INVOKE YAML-JAZZ
# Activates:
- yaml-jazz/SKILL.md content
- Related: POSTEL (be liberal), plain-text (forever accessible)
- Patterns: Semantic comments, natural keys, improvisational structure
- Anti-patterns: Cryptic keys, missing comments, rigid schemas
- Emotional tone: Jazzy, playful, improvisational
This is why K-lines are so powerful — one name activates a network of knowledge.
This skill is tier 0 because:
"Speak the name. Become the pattern."