360 Secure SkillHub
360 安全技能中心

Coding Style Memory

该 Skill 在本地 ~/coding/ 目录维护编码风格偏好记忆,仅从用户显式纠正或确认中学习,按栈、风格、结构、禁止项分类,每条不超过 5 个词,memory.md 上限 100 行,超出时归档到 history.md;支持查看和遗忘偏好,不读取项目文件、不观察未授权的模式、不发起网络请求。

2020必胜
2020必胜
热度 35.44
最近更新 2026-04-02 21:48:45
分类:知识依赖:读写文件应用场景:笔记整理 / 代码生成

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add coding-style-memory
Metadata
name
Coding Style Memory
slug
coding-style-memory
version
1.0.0
description
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
metadata
{"clawdbot":{"emoji":"💻","requires":{"bins":[]},"os":["linux","darwin","win32"]}}

When to Use

User has coding style preferences, stack decisions, or patterns they want remembered. Agent learns ONLY from explicit corrections and confirmations, never from observation.

Architecture

Memory lives in ~/coding/ with tiered structure. See memory-template.md for setup.

~/coding/
├── memory.md      # Active preferences (≤100 lines)
└── history.md     # Archived old preferences

Quick Reference

Topic File
Categories of preferences dimensions.md
When to add preferences criteria.md
Memory templates memory-template.md

Data Storage

All data stored in ~/coding/. Create on first use:

mkdir -p ~/coding

Scope

This skill ONLY:

  • Learns from explicit user corrections ("I prefer X over Y")
  • Stores preferences in local files (~/coding/)
  • Applies stored preferences to code output

This skill NEVER:

  • Reads project files to infer preferences
  • Observes coding patterns without consent
  • Makes network requests
  • Reads files outside ~/coding/
  • Modifies its own SKILL.md

Core Rules

1. Learn from Explicit Feedback Only

  • User corrects output → ask: "Should I remember this preference?"
  • User confirms → add to ~/coding/memory.md
  • Never infer from silence or observation

2. Confirmation Required

No preference is stored without explicit user confirmation:

  • "Actually, I prefer X" → "Should I remember: prefer X?"
  • User says yes → store
  • User says no → don't store, don't ask again

3. Ultra-Compact Format

Keep each entry 5 words max:

  • python: prefer 3.11+
  • naming: snake_case for files
  • tests: colocated, not separate folder

4. Category Organization

Group by type (see dimensions.md):

  • Stack — frameworks, databases, tools
  • Style — naming, formatting, comments
  • Structure — folders, tests, configs
  • Never — explicitly rejected patterns

5. Memory Limits

  • memory.md ≤100 lines
  • When full → archive old patterns to history.md
  • Merge similar entries: "no Prettier" + "no ESLint" → "minimal tooling"

6. On Session Start

  1. Load ~/coding/memory.md if exists
  2. Apply stored preferences to responses
  3. If no file exists, start with no assumptions

7. Query Support

User can ask:

  • "Show my coding preferences" → display memory.md
  • "Forget X" → remove from memory
  • "What do you know about my Python style?" → show relevant entries

Common Traps

  • Adding preferences without confirmation → user loses trust
  • Inferring from project structure → privacy violation
  • Exceeding 100 lines → context bloat
  • Vague entries ("good code") → useless, be specific

Security & Privacy

Data that stays local:

  • All preferences stored in ~/coding/
  • No telemetry or analytics

This skill does NOT:

  • Send data externally
  • Access files outside ~/coding/
  • Observe without explicit user input