SkillsAdd

simhacker/moollm

summarize

Compress without losing truth. Backlink to sources.

First seen Jan 26, 2026

Installation

$ npx skills add simhacker/moollm --skill summarize
View on skills.sh ↗ GitHub repository ↗

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 52
License LICENSE
Default branch main
Open issues 1
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

LicenseMIT
Allowed toolsread_file, write_file

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 2,814 B
  • docs SUMMARY.md 68 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 21 installs

SKILL.md

Summarize

Compress without losing truth. Backlink to sources.

Context compression for memory management.

[!IMPORTANT]
Always backlink. Every summary points to its source. Never orphan knowledge.

The Goal

When files are too large for context:

  1. Summarize — Extract key information
  2. Backlink — Point to original source
  3. Prioritize — Hot/cold hints for what matters
  4. Preserve — Never delete, just compress

Contents

File Purpose
[SKILL.md](./SKILL.md) Full protocol documentation
[SUMMARIES.yml.tmpl](./SUMMARIES.yml.tmpl) Summary template

Example

summary:
  source: "designs/original-design.md"
  created: "2025-12-30"
  
  key_points:
    - "Files are state, no hidden memory"
    - "YAML comments carry meaning"
    
  backlink: "../designs/original-design.md"
  full_context_needed_for:
    - "Implementation details"
    - "Edge cases"

The Intertwingularity

Summarize enables the LIFT stage — compress wisdom for sharing.

graph LR
    SUM[📝 summarize] -->|compresses| SL[📜 session-log]
    SUM -->|compresses| RN[📓 research-notebook]
    SUM -->|enables| HF[🌫️ honest-forget]
    SUM -->|part of| PLL[🎮📚🚀 play-learn-lift LIFT]
    
    SR[🔧 self-repair] -->|triggers| SUM

Dovetails With

Sister Skills

Skill Relationship
[play-learn-lift/](../play-learn-lift/) Summarize IS LIFT — share wisdom
[honest-forget/](../honest-forget/) Summarize before forgetting
[session-log/](../session-log/) Source material to compress
[research-notebook/](../research-notebook/) Findings to distill
[self-repair/](../self-repair/) Triggers when context exceeds budget
[memory-palace/](../memory-palace/) Place summaries in palace rooms

Protocol Symbols

Symbol Link
SUMMARIZE [PROTOCOLS.yml](../../PROTOCOLS.yml#SUMMARIZE)
HONEST-FORGET [PROTOCOLS.yml](../../PROTOCOLS.yml#HONEST-FORGET)
HOT-COLD [PROTOCOLS.yml](../../PROTOCOLS.yml#HOT-COLD)

Kernel

  • [kernel/memory-management-protocol.md](../../kernel/memory-management-protocol.md) — Full specification

Navigation

Direction Destination
⬆️ Up [skills/](../)
⬆️⬆️ Root [Project Root](../../)
🌫️ Sister [honest-forget/](../honest-forget/)
🎮 Sister [play-learn-lift/](../play-learn-lift/)