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honest-forget

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Graceful memory compression with integrity — summarize before forgetting, never fabricate

28 stars
1.2k downloads
Updated 2/21/2026

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SKILL.md

🌫️ Honest-Forget Skill

"Summarize before forgetting. Never fabricate."

Graceful memory compression that preserves wisdom. Compress context gracefully when budget is exceeded. Extract wisdom, create pointers, and let go with integrity.

Purpose

Compress context gracefully when budget is exceeded. Extract wisdom, create pointers, and let go with integrity. Never silently lose information or fabricate what was forgotten.

When to Use

  • Context window is filling up
  • Completed work needs archiving
  • Repetitive iterations need compression
  • Old sessions need summarization
  • "I've tried this 10 times" situations

The Honest Forget Cycle

ASSESS → EXTRACT → COMPRESS → POINTER → RELEASE

Protocol

Assessment

Before forgetting, understand what you have:

assessment:
  file: "path/to/file.md"
  tokens: 5000
  
  contains:
    decisions: ["List of decisions made"]
    learnings: ["What was learned"]
    questions_answered: ["Q&A pairs"]
    dead_ends: ["What didn't work"]
    
  importance:
    for_current_task: "high|medium|low"
    for_future_reference: "high|medium|low"

Wisdom Extraction

Compress iterations into lessons:

wisdom:
  id: "wisdom-001"
  title: "LEARNED: [Pattern/Pitfall]"
  
  compressed_from:
    iterations: "45-55"
    original_tokens: 15000
    
  lesson: |
    The core insight in one paragraph.
    
  pitfalls:
    - "What to avoid"
    
  example:
    good: "What works"
    bad: "What doesn't"
    
  retrieval_hint: |
    When to recall this wisdom:
    - [trigger condition]

Pointer Creation

Leave breadcrumbs for retrieval:

pointer:
  to: "path/to/archived/content"
  summary: "One line about what's there"
  
  retrieve_when:
    - "Specific condition"
    
  contains:
    - "What you'll find there"

Schemas

Assessment Schema

FieldRequiredPurpose
filePath to content
tokensSize estimate
importanceHow critical
decisionsChoices made
learningsWhat was learned
dead_endsFailed approaches

Wisdom Schema

FieldRequiredPurpose
idUnique identifier
titleBrief summary
lessonCore insight
compressed_fromSource info
pitfallsWhat to avoid
exampleGood/bad examples
retrieval_hintWhen to recall

Pointer Schema

FieldRequiredPurpose
toArchive path
summaryOne-line description
retrieve_whenTrigger conditions
containsWhat's there

Core Files

FilePurpose
FORGET.ymlCurrent forgetting session
WISDOM.ymlExtracted lessons
POINTERS.ymlRetrieval breadcrumbs
archive/Compressed content

Commands

CommandSyntaxAction
ASSESSASSESS [file]Evaluate what's there
EXTRACTEXTRACT [wisdom]Pull out lessons
COMPRESSCOMPRESS [level]Create summary
POINTERPOINTER [to]Leave retrieval hint
RELEASERELEASE [file]Remove from context

Compression Levels

LevelRatioKeepsUse When
FULL1:1EverythingStill actively needed
WISDOM~5:1Lessons, decisions, key factsWork is done, wisdom remains
SUMMARY~10:1Essence and pointersBackground reference only
POINTER~50:1Just retrieval hintsRarely needed, but should remember it exists

The Honesty Principle

What Makes Forgetting "Honest"

DO:

  • Acknowledge what was forgotten
  • Leave pointers for retrieval
  • Extract lessons before release
  • Document compression decisions

DON'T:

  • Silently lose information
  • Fabricate what was forgotten
  • Pretend to remember details
  • Hallucinate from partial memory

When Uncertain

Say: "I compressed earlier iterations. The wisdom I retained is X."

Offer: "I can retrieve the original if needed."

Don't: "Make up details that feel right."

Working Set

Always include in context:

  • FORGET.yml
  • WISDOM.yml
  • POINTERS.yml

Dovetails With

Sister Skills

Kernel

Install

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Requires askill CLI v1.0+

AI Quality Score

91/100Analyzed 2/24/2026

High-quality skill document for graceful memory compression with integrity. Provides comprehensive protocol for assessing, extracting wisdom, compressing, creating pointers, and releasing context. Strong on safety with 'never fabricate' principle, clear actionability via structured commands and compression level tables, and good reusability as a general memory management approach. Includes schemas, examples, and related skill references. Minor gap: no direct https icon but has emoji in title. Overall excellent technical reference skill.

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Metadata

Licenseunknown
Version-
Updated2/21/2026
PublisherSimHacker

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