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context-architecture上下文架构

Agent Skill

context-architecture 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

360

周安装

15

GitHub Stars

798

下载量

120
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:context-architecture(上下文架构)
来源仓库:https://github.com/juliusbrussee/cavekit
仓库路径:skills/context-architecture
安装命令:
npx skills add https://github.com/juliusbrussee/cavekit --skill context-architecture
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/juliusbrussee/cavekit --skill context-architecture

简介

基于有向无环图(DAG)实现渐进式信息披露机制。

  • 确保 Agent 只读取必要文档,避免全量加载造成 token 浪费。
  • 采用四层信息流:引用 → 套件 → 计划 → 实现,逐级消费输出。
  • 适用于大型知识库或复杂项目文档管理系统。context-architecture 属于研究检索类 Skill,可作为该场景下的辅助能力补充。
  • 使用前需按规范组织索引文件和层级关系,否则无法生效。

SKILL.md

Context Architecture: DAG-Based Progressive Disclosure

Core Principle

Agents should only read what they need. Documents are organized as a directed acyclic graph (DAG) where index files act as hub nodes. An agent reads the index, identifies relevant edges, and follows only those to leaf documents. No agent ever loads the full tree.


The 4-Tier Information Flow

refs/ (what IS)  -->  kits/ (what MUST BE)  -->  plans/ (HOW)  -->  impl/ (what WAS DONE)
     Tier 1                  Tier 2                     Tier 3              Tier 4

Each tier consumes the previous tier's output. Cross-references between tiers create the DAG edges that agents traverse.


Directory Layout

context/
├── CLAUDE.md                              # Root entry node: describes all tiers + design layer
├── refs/                                  # Tier 1: Source material (read-only input)
│   ├── CLAUDE.md                          # "Source of truth. Organized by source. Read-only."
│   └── {source}/                          # Subdirs per source (e.g., prd/, api-spec/)
│       └── ...
├── kits/                            # Tier 2: WHAT to build
│   ├── CLAUDE.md                          # "Start at cavekit-overview.md. R-numbered reqs."
│   ├── cavekit-overview.md              # Index node (DAG hub)
│   ├── cavekit-{domain}.md              # Leaf — simple domain (single file)
│   └── {domain}/                          # Complex domain gets a subdirectory
│       ├── cavekit-{domain}.md          # Domain index (becomes hub node)
│       └── cavekit-{domain}-{sub}.md    # Sub-domain leaves
├── designs/                               # Cross-cutting: visual design system
│   ├── CLAUDE.md                          # "DESIGN.md at project root is canonical."
│   └── design-changelog.md               # Append-only change log
├── plans/                                 # Tier 3: HOW to build (task graphs)
│   ├── CLAUDE.md                          # "Start at plan-overview.md. Task dependency tiers."
│   ├── plan-overview.md                   # Index node
│   ├── build-site.md                      # Primary build site
│   ├── build-site-{feature}.md            # Feature-specific build sites
│   └── {domain}/                          # Complex plans get subdirectories
│       └── plan-{domain}-{area}.md
├── impl/                                  # Tier 4: What WAS DONE
│   ├── CLAUDE.md                          # "Start at impl-overview.md. Update after every session."
│   ├── impl-overview.md                   # Index node
│   ├── impl-{domain}.md                   # Per-domain tracking
│   ├── impl-review-findings.md            # Codex review findings ledger
│   ├── dead-ends.md                       # Failed approaches (shared across domains)
│   └── archive/                           # Compacted/archived tracking
Note: designs/ is a cross-cutting constraint layer, not a fifth tier. DESIGN.md (at project root) is read by agents at every Hunt phase — Draft reads it to constrain visual decisions, Architect references tokens in task descriptions, Build uses it for implementation, Inspect validates against it. It parallels how CLAUDE.md files provide conventions, but for visual design.

Backward Compatibility: sites/ → plans/

Build sites previously lived in context/sites/. All Cavekit commands check both locations:

  1. Look in context/plans/
  2. If not found, fall back to context/sites/
  3. If found in sites/, use it — no auto-migration, no breakage

/ck:init offers optional migration. Declining is permanent — the system works with either layout.


CLAUDE.md Hierarchy

Scope: Full Repository

CLAUDE.md files extend beyond context/ into the source code tree. They form the connective tissue between code and the context DAG.

project/
├── CLAUDE.md                          # Project root: build/test commands,
│                                      #   "context/ has the full hierarchy"
├── context/
│   ├── CLAUDE.md                      # Root context node: 4 tiers described
│   ├── refs/CLAUDE.md                 # Tier 1 conventions
│   ├── kits/CLAUDE.md           # Tier 2 conventions
│   ├── plans/CLAUDE.md                # Tier 3 conventions
│   └── impl/CLAUDE.md                 # Tier 4 conventions
│
├── src/
│   ├── CLAUDE.md                      # Source code conventions
│   ├── auth/
│   │   ├── CLAUDE.md                  # "implements cavekit-auth.md R1-R3"
│   │   └── ...
│   └── parser/
│       ├── CLAUDE.md                  # "implements cavekit-grammar.md R1-R4,
│       │                              #   see plans/build-site.md T-012 through T-018"
│       └── ...
│
├── tests/
│   ├── CLAUDE.md                      # Test conventions, how to run
│   └── ...
└── scripts/
    ├── CLAUDE.md                      # Utility script conventions
    └── ...

Loading Behavior

When an agent works in src/auth/, it loads hierarchically:

  1. project/CLAUDE.md — project-level conventions
  2. project/src/CLAUDE.md — source code conventions
  3. project/src/auth/CLAUDE.md"implements cavekit-auth.md R1-R3"

The third file bridges to the context DAG. The agent knows which cavekit to load without loading the entire context/kits/ directory.

CLAUDE.md Design Principles

  • Minimal — 3-10 lines for source-tree files. Never duplicate cavekit content.
  • Connective — each one names the cavekit requirements and plan tasks it relates to.
  • Contextual — includes module-specific conventions (error handling patterns, test fixture locations).
  • Honest/ck:make only writes mappings it is certain about (tasks it completed, files it created).

Progressive Disclosure: The DAG Traversal

How Agents Navigate

  1. Enter at root — read context/CLAUDE.md to understand the 4 tiers
  2. Select tier — based on current task, navigate to the relevant tier's CLAUDE.md
  3. Read index — the tier's overview file is the DAG hub, listing all domains with one-line summaries
  4. Follow edges — read only the domain files relevant to the current task
  5. Cross-reference — if a domain references another, follow that edge only if needed
  6. Nest deeper — if a domain has subdirectories, its root file is the sub-index; spider from there

Index File Format

Every overview file follows the same format:

# Cavekit Overview

| Domain | File | Summary | Status |
|--------|------|---------|--------|
| Authentication | cavekit-auth.md | Registration, login, sessions, OAuth | DRAFT |
| Data Models | cavekit-data-models.md | Core entities, relationships, validation | DRAFT |
| Type System | cavekit-type-system.md | Effects lattice, tagged values (see type-system/) | DRAFT |

An agent reads this table, identifies "I need Authentication," and loads only cavekit-auth.md.

Cross-Reference Edges

**Dependencies:** cavekit-auth.md R2 (session tokens required for API auth)
**See also:** cavekit-api.md R4 (rate limiting uses auth identity)

Agents follow these only when the cross-referenced content is needed for the current task.


Nesting Rule

A domain stays flat (single file) by default. When a file covers multiple independent concerns that could be understood separately, it becomes an index file pointing to a subdirectory.

Trigger: Cohesion, not line count. If a file has sections that an agent working on one section would never need to read the others, decompose it.

Example: cavekit-type-system.md covers effects lattice, tagged values, and inference rules:

kits/
├── cavekit-type-system.md                        # Now an index
└── type-system/
    ├── cavekit-type-system-effects.md
    ├── cavekit-type-system-tagged.md
    └── cavekit-type-system-inference.md

The original file stays in place as the index — no reference breakage.


Backpropagation via CLAUDE.md

When a bug is found, source-tree CLAUDE.md files provide the reverse traversal:

Bug in src/auth/login.ts
    |
    v
src/auth/CLAUDE.md says "implements cavekit-auth.md R2"
    |
    v
cavekit-auth.md R2 — check acceptance criteria
    |
    |-- Criteria missing?  --> update cavekit (spec gap)
    |-- Criteria wrong?    --> fix cavekit (spec bug)
    |-- Criteria present but code violates? --> fix code (impl bug)
    |
    v
If cavekit changed --> propagate to plans/ --> flag affected tasks

Forward Propagation

When a cavekit changes via /ck:revise:

  1. Scan all src/*/CLAUDE.md files for references to the changed requirement
  2. Flag those modules as potentially affected
  3. New requirements with no source-tree CLAUDE.md references are unimplemented

Bootstrapping

Run /ck:init to create the full hierarchy. It:

  1. Scans existing project structure
  2. Creates context directories (refs/, kits/, plans/, impl/)
  3. Creates CLAUDE.md files using standard templates
  4. Creates empty index files (cavekit-overview.md, plan-overview.md, impl-overview.md)
  5. Offers migration if legacy context/sites/ exists

Properties: idempotent, non-destructive, no questions asked.


Build-Time Updates

After /ck:make completes, source-tree CLAUDE.md files are generated/updated:

  • New source directories get a CLAUDE.md with cavekit/plan references
  • Existing CLAUDE.md files get new references appended (never removed)
  • impl-overview.md and plan-overview.md are updated with current status

Multi-Repo Strategy

For shared kits across implementations, use git submodules:

Tier 1-2 (shared): shared-context/ (submodule)
    └── refs/ + kits/

Tier 3-4 (per-repo): context/
    └── plans/ + impl/

Each framework repo includes the shared context as a submodule. Updates propagate via git submodule update.


Integration with Other Skills

SkillIntegration
ck:cavekit-writingKits go in context/kits/ following naming conventions
ck:design-systemDESIGN.md lives at project root; context/designs/ has CLAUDE.md and changelog
ck:impl-trackingTracking lives in context/impl/, compacted when exceeding ~500 lines
ck:validation-firstValidation results recorded in impl tracking within the hierarchy
ck:revision/ck:revise traverses CLAUDE.md edges in reverse to trace bugs to specs
ck:methodologyContext structure established during Draft phase, maintained throughout the Hunt

Anti-Patterns

Anti-PatternWhy It's WrongFix
Flat file dumpNo progressive disclosure, agents load everythingUse standard directory structure with indexes
Missing CLAUDE.md filesNo convention guidance, no DAG edgesRun /ck:init or add manually
Monolithic documentsDefeats progressive disclosureDecompose into domains with overview indexes
Stale archives in active dirsWastes context windowMove to impl/archive/
Duplicating cavekit content in CLAUDE.mdContent drifts, double maintenanceCLAUDE.md files only contain references

适合场景

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02

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03

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能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

34.78%
按下载量换算42

Claude

30.83%
按下载量换算37

Cursor

20.76%
按下载量换算25

Gemini CLI

11.37%
按下载量换算14

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

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