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meditate

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Original

English
🇨🇳

Translation

Chinese

Meditate

冥想（Meditate）

Quality bar: A note earns its place by being high-signal (an agent would reliably get this wrong without it), high-frequency (comes up in most sessions or most tasks of a type), or high-impact (getting it wrong causes significant damage or wasted work). Everything else is noise. A lean, precise brain outperforms a comprehensive but bloated one.
质量标准： 一条笔记能被保留，需满足以下任一条件：高信号价值（Agent没有它就会频繁出错）、高出现频率（在大多数会话或某类任务中频繁出现），或是高影响程度（出错会导致严重损失或大量无效工作）。其余内容均为冗余信息。精简、精准的大脑知识库，性能优于全面但臃肿的知识库。

Process

流程

1. Build snapshots

1. 生成快照

bash
sh .agents/skills/meditate/scripts/snapshot.sh brain/ /tmp/brain-snapshot.md
sh .agents/skills/meditate/scripts/snapshot.sh .agents/skills/ /tmp/skills-snapshot.md
Files are delimited with 
=== path/to/file.md ===
headers. Also locate any agent memory directory if it exists, for example Claude Code's 
~/.claude/projects/<project>/memory/
.
bash
sh .agents/skills/meditate/scripts/snapshot.sh brain/ /tmp/brain-snapshot.md
sh .agents/skills/meditate/scripts/snapshot.sh .agents/skills/ /tmp/skills-snapshot.md
文件以
=== path/to/file.md ===
标题分隔。同时查找是否存在Agent内存目录，例如Claude Code的
~/.claude/projects/<project>/memory/
。

2. Auditor (blocking - its report feeds step 3)

2. 审核器（阻塞式——其报告为第三步提供输入）

Spawn a read-only exploration subagent if available. See 
references/agents.md
for the full prompt spec. Inputs: brain snapshot, agent memory path if any, and the project agent-instructions file (
AGENTS.md
, 
CLAUDE.md
, or equivalent).
Audits brain notes, agent instructions, and auto-memory for staleness, redundancy, low-value content, verbosity, and orphans. Returns a categorized report.
Early-exit gate: If the auditor finds fewer than 3 actionable items, skip step 3 and go directly to step 4.
若可用，启动一个只读探索子Agent（subagent）。完整提示规范请参考
references/agents.md
。输入内容：大脑快照、Agent内存路径（若有），以及项目Agent指令文件（
AGENTS.md
、
CLAUDE.md
或等效文件）。
审核大脑笔记、Agent指令和自动内存，检查内容是否过时、冗余、低价值、冗长或孤立。返回分类后的报告。
提前退出机制： 若审核器发现可操作项少于3个，则跳过第三步，直接进入第四步。

3. Reviewer (after auditor completes)

3. 审阅器（审核完成后执行）

Spawn one read-only review subagent if available. See 
references/agents.md
for the full prompt spec. Inputs: brain snapshot, skills snapshot, auditor report, 
brain/principles.md
.
Combines three concerns in a single pass:
  • Synthesis: Proposes missing wikilinks, flags principle tensions, suggests clarifications.
  • Distillation: Identifies recurring patterns that reveal unstated principles. New principles must be (1) independent, (2) evidenced by 2+ notes, (3) actionable.
  • Skill review: Cross-references skills against brain principles. Finds contradictions, missed structural enforcement, redundant instructions.
若可用，启动一个只读审阅子Agent（subagent）。完整提示规范请参考
references/agents.md
。输入内容：大脑快照、技能快照、审核器报告、
brain/principles.md
。
单次处理需兼顾三个要点：
  • 整合： 建议添加缺失的维基链接，标记原则冲突，提出澄清建议。
  • 提炼： 识别重复出现的模式，挖掘未明确表述的原则。新原则需满足：(1) 独立性，(2) 有至少2条笔记作为依据，(3) 可执行。
  • 技能审查： 将技能与大脑原则交叉比对，找出矛盾点、未落实的结构规范、冗余指令。

4. Review reports

4. 审阅报告

Present the user with a consolidated summary. See 
references/agents.md
for the report format.
向用户展示整合后的摘要。报告格式请参考
references/agents.md
。

5. Route skill-specific learnings

5. 路由技能相关成果

Check all reports for findings that belong in skill files, not 
brain/
. Update the skill's SKILL.md or references/ directly. Read the skill first to avoid duplication.
检查所有报告中属于技能文件而非
brain/
目录的发现。直接更新技能的SKILL.md或references/目录下的文件。更新前需先阅读技能内容，避免重复。

6. Apply changes

6. 应用变更

Apply all changes directly. The user reviews the diff.
  • Outdated notes: Update or delete
  • Redundant notes: Merge into the stronger note, delete the weaker
  • Low-value notes: Delete
  • Verbose notes: Condense in place
  • New connections: Add 
    [[wikilinks]]
  • Tensions: Reword to clarify boundaries
  • New principles: Only from the distillation section, only if genuinely independent. Write brain files and update 
    brain/principles.md
  • Merge principles: Look for principles that are subsets or specific applications of each other - merge the narrower into the broader
  • Agent-instruction issues: Rewrite or delete stale sections in 
    AGENTS.md
    , 
    CLAUDE.md
    , or equivalent
  • Stale memories: Delete or rewrite
直接应用所有变更，由用户审阅差异。
  • 过时笔记： 更新或删除
  • 冗余笔记： 合并至更优质的笔记中，删除较差的笔记
  • 低价值笔记： 删除
  • 冗长笔记： 原地精简
  • 新关联： 添加
    [[wikilinks]]
  • 冲突点： 重述以明确边界
  • 新原则： 仅从提炼部分提取，且需真正具备独立性。撰写大脑文件并更新
    brain/principles.md
  • 合并原则： 查找存在包含关系或特定应用关系的原则——将较具体的原则合并至更通用的原则中
  • Agent指令问题： 重写或删除
    AGENTS.md
    、
    CLAUDE.md
    或等效文件中的过时部分
  • 过时内存： 删除或重写

7. Housekeep

7. 整理维护

Update 
brain/index.md
for any files added or removed.
更新
brain/index.md
，记录所有新增或删除的文件。

Summary

总结

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Meditate Summary

Meditate Summary

  • Pruned: [N notes deleted, M condensed, K merged]
  • Extracted: [N new principles, with one-line + evidence count each]
  • Skill review: [N findings, M applied]
  • Housekeep: [state files cleaned]
undefined
  • Pruned: [N notes deleted, M condensed, K merged]
  • Extracted: [N new principles, with one-line + evidence count each]
  • Skill review: [N findings, M applied]
  • Housekeep: [state files cleaned]
undefined