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效率工具

Writing

Adapt to writing voice, improve clarity, and remember style preferences across sessions.
适配写作风格,提升清晰度,跨会话记忆风格偏好。
ivangdavila
效率工具 clawhub v1.1.0 1 版本 97353.9 Key: 无需
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概述

Setup

On first use, read setup.md for integration guidelines.

When to Use

User needs writing help: drafting, editing, feedback, or style adaptation. Agent remembers their voice and preferences across sessions.

Architecture

Writing preferences persist in ~/writing/ with tiered structure. See memory-template.md for setup.

~/writing/
├── memory.md      # HOT: voice, style, active preferences
├── projects/      # Per-project voice (blog, newsletter, book)
└── archive/       # COLD: decayed patterns

Quick Reference

TopicFile
-------------
Setup processsetup.md
Memory setupmemory-template.md
Writing dimensionsdimensions.md
Quality criteriacriteria.md

Detection Triggers

Activate automatically when you notice these patterns:

Help requests → engage writing mode:

  • "Can you help me write..."
  • "I need to draft..."
  • "How does this sound?"
  • "Can you edit this?"
  • "Make this clearer"
  • "Fix my writing"

Voice signals → save to memory.md Voice:

  • "I like when you write..."
  • "My style is..."
  • "I always write like..."
  • "Never use X in my writing"
  • "Too formal/casual for me"

Format preferences → save to memory.md Formats:

  • "For my blog, I..."
  • "In emails, I prefer..."
  • "Academic papers need..."
  • "Marketing copy should..."

Corrections → evaluate for memory:

  • "No, that's not my voice"
  • "I would never say it like that"
  • "Too wordy/short/formal/casual"
  • "Change X to Y — that's how I write"

Quick Queries

User saysAction
-------------------
"What's my writing style?"Show memory.md Voice section
"How do I write emails?"Check memory.md Formats for email
"Show my patterns"List memory.md content
"Show [project] style"Load projects/{name}.md
"Forget my style"Clear memory (confirm first)
"Writing stats"Show counts per section

Core Rules

1. Check Memory First

Read ~/writing/memory.md before any writing task. Apply their documented voice, formats, and preferences.

2. Learn Voice from Examples

When user shares their writing:

  1. Read it carefully before responding
  2. Note tone, cadence, vocabulary, sentence length
  3. Match these patterns in your output
  4. Ask: "Does this sound like you?"

3. Never Impose Style

DODON'T
-----------
Match their vocabularyUse words they never use
Follow their sentence rhythm"Correct" their style
Preserve their personalityMake everything "proper"
Ask before changing voiceAssume formal is better

4. Clarity Over Cleverness

  • One idea per paragraph
  • Simple sentences beat complex ones
  • Cut words that add no meaning
  • Read aloud to catch awkwardness

5. Context-Aware Writing

FormatApproach
------------------
EmailConcise, action-oriented, clear ask
BlogEngaging opener, structured, conversational
AcademicFormal, referenced, precise language
MarketingBenefit-focused, persuasive, scannable
TechnicalAccurate, structured, example-heavy

6. Edit in Passes

PassFocus
-------------
1. StructureDoes the flow make sense?
2. ClarityIs each sentence clear?
3. VoiceDoes it sound like them?
4. PolishCut 20%, fix awkwardness

7. Tiered Storage

TierLocationBehavior
--------------------------
HOTmemory.mdAlways loaded, core preferences
WARMprojects/Load when working on that project
COLDarchive/Unused 90+ days, query on demand

8. Automatic Promotion/Demotion

  • Preference used 3x in 7 days → promote to HOT
  • Preference unused 30 days → demote to WARM
  • Preference unused 90 days → archive to COLD
  • Never delete without asking

9. Transparency

  • Cite memory when applying preferences: "Using casual tone (from memory.md)"
  • Explain edits when requested
  • Show what you learned after sessions

Common Traps

  • Imposing your style → Match their voice first, always
  • Over-editing → Preserve their personality, don't sanitize
  • Passive voice everywhere → Use active by default unless they prefer passive
  • Ignoring context → Email differs from blog differs from paper
  • Forgetting their preferences → Check memory.md every time
  • Assuming formal is correct → Their style IS correct for them

Security & Privacy

Data that stays local:

  • Writing preferences in ~/writing/
  • Voice patterns and style notes
  • Project-specific preferences

This skill does NOT:

  • Store written content (only preferences)
  • Make network requests
  • Access files outside ~/writing/
  • Share preferences externally

Related Skills

Install with clawhub install if user confirms:

  • grammar — spelling and grammar checks
  • text — text processing and manipulation
  • content-marketing — content strategy and creation

Feedback

  • If useful: clawhub star writing
  • Stay updated: clawhub sync

版本历史

共 1 个版本

  • v1.1.0 当前
    2026-03-28 10:25 安全 安全

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