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Agent Skill · 研究检索

beads(beads 命令行)

beads 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。

beads 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为调用外部服务;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 51,536。

总安装 582周安装 24GitHub Stars 14下载 190核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

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:beads(beads 命令行)
来源仓库:https://github.com/itechmeat/llm-code
仓库路径:skills/beads
安装命令:
npx skills add https://github.com/itechmeat/llm-code --skill beads
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/itechmeat/llm-code --skill beads

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

beads 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于命令行工具相关的信息搜索和结果筛选工作。通过关键词搜索、命令参数配置和结果过滤来获取所需信息。

安装命令:npx skills add https://github.com/itechmeat/llm-code --skill beads 建议确认权限范围和维护状态,注意是否会触发联网或命令执行操作

来源仓库内路径:skills/beads

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/itechmeat/llm-code --skill beads;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要调用外部服务,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

beads 怎么安装?

在终端执行 npx skills add https://github.com/itechmeat/llm-code --skill beads。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

beads 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

beads 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

beads 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

beads 用的人多吗?

公开数据是累计安装 582 次,近一周安装 24 次,下载 190 次,GitHub 14 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

beads 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
beads

beads 命令行 · 本页

58214调用外部服务未明确未通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Beads (bd)

Distributed, Dolt-backed (Git-like) graph issue tracker for AI coding agents. Persistent memory with dependency-aware task tracking.

Quick Start

Install: brew install beads or use the install scripts/binaries from the GitHub repo.

# Initialize in repo (humans run once)
bd init

# Tell your agent
echo "Use 'bd' for task tracking" >> AGENTS.md

When to Use

  • AI agent needs persistent task memory across sessions
  • Tracking dependencies between tasks (blocks:, depends_on:)
  • Multi-agent/multi-branch workflows (hash-based IDs prevent conflicts)
  • Incremental delivery with molecules/gates
  • Sync issues with GitLab, Linear, Jira, GitHub

Essential Commands

CommandAction
bd readyList tasks with no open blockers
bd ready --explainExplain why tasks are or are not ready
bd ready --gatedTasks waiting at gate checkpoints
bd ready --exclude-type=XExclude specific issue types
bd create "Title" -p 0Create P0 task
bd show <id>View task details and audit trail
bd update <id> --status=XUpdate status (open/in_progress/done)
bd close <id>Close task
bd close <id> --claim-nextClose current task and claim next
bd dep add <child> <parent>Link tasks (blocks, related, parent)
bd listList issues (default: 50, non-closed)
bd list --format jsonJSON output (alias for --json)
bd show --currentShow active issue (no ID needed)
bd update <id> --claimAtomically claim issue for work
bd note <id> "text"Append note (shorthand)
bd import -i <file>Import JSONL incrementally
bd syncSync database state
bd dolt pullPull latest DB changes (advanced)
bd dolt pushPush DB changes (advanced)
bd bootstrapRepair/bootstrap workspace identity
bd contextShow current workspace/task context
bd kv set <key> <value>Store key-value pair
bd kv get <key>Retrieve stored value
bd dolt showShow Dolt connection/remote settings
bd config set-manyApply multiple config changes in one step
bd ado syncSync with Azure DevOps work items
bd ado statusCheck Azure DevOps sync status
bd ado projectsList Azure DevOps projects
bd gitlab syncSync with GitLab
bd github syncSync with GitHub Issues
bd rememberWrite persistent agent memory
bd recallRead persistent agent memory
bd purgeDelete closed ephemeral beads (wisps)

Hash-Based IDs

Issues use hash-based IDs like bd-a1b2 to prevent merge conflicts:

bd create "Fix login bug" -p 1
# Created: bd-x7k3

bd show bd-x7k3

Hierarchical IDs

bd-a3f8      (Epic)
bd-a3f8.1    (Task)
bd-a3f8.1.1  (Sub-task)

Use bd children <id> to view hierarchy.

References

FilePurpose
workflow.mdDaily operations, status flow, sync
authoring.mdWriting quality issues, EARS patterns
molecules.mdMolecules, gates, formulas, compounds
sync.mdDolt sync, upgrades, and integrations

Key Concepts

Dolt as Database

Beads stores issues in a Dolt database. Team synchronization happens via Dolt-style pull/push, not by committing JSONL files into your repo history.

Dependency Graph

bd dep add bd-child bd-parent --blocks   # child blocks parent
bd dep add bd-a bd-b --related           # related items
bd ready                                 # only shows unblocked work

Molecules (Advanced)

Molecules group related issues with gates for incremental delivery:

bd mol create "Feature X" --steps=3      # Create 3-step molecule
bd mol progress bd-xyz                   # Check progress
bd mol burn bd-xyz                       # Complete molecule

Stealth Mode

Use Beads locally without committing to repo:

bd init --stealth

Contributor vs Maintainer

# Contributor (forked repos) — separate planning repo
bd init --contributor

# Maintainer auto-detected via SSH/HTTPS credentials

Configuration

Config stored in .beads/config.yaml:

The exact schema evolves between releases. Prefer using CLI helpers to inspect and validate your current setup:

  • bd dolt show to see current Dolt connection/remote settings
  • bd dolt test to validate connectivity
  • bd doctor / bd doctor --deep for health checks

Storage Backend (Dolt)

Beads uses Dolt as its primary backend. Depending on your setup, Dolt can run:

  • Embedded (single-writer, no daemon)
  • Server mode (multi-writer)

Use bd doctor (and bd doctor --server when applicable) to validate your environment. For legacy stores, use bd migrate workflows.

Agent Integration

Tell Agent About Beads

Add to AGENTS.md:

## Task Tracking

Use `bd` for task tracking. Run `bd ready` to find work.

Agent-Optimized Output

BD_AGENT_MODE=1 bd list --json  # Ultra-compact JSON output
bd list --json                   # Standard JSON output

MCP Plugin

Beads includes Claude Code MCP plugin for direct integration.

Release Highlights (1.0.0–1.0.2)

  • Distribution: precompiled binaries now cover Linux, macOS (Intel/Apple Silicon), Windows (AMD64/ARM64), Android/Termux, and FreeBSD.
  • Automation: bd init --non-interactive / --role and bd bootstrap --non-interactive improve CI/cloud-agent setup.
  • Workflow: bd ready --explain, bd config set-many, batch dependency listing, and comma-separated status filters improve agent ergonomics.
  • Authoring/modeling: spike, story, and milestone are now first-class issue types; custom statuses/types moved to normalized tables.
  • Integrations/sync: GitLab sync adds better dedup + epic→milestone mapping, ADO sync respects more filters, and embedded/shared-server recovery got safer.

Release Highlights (0.62.0–0.63.3)

  • Azure DevOps integration: bd ado CLI commands (sync, status, projects) for work item tracking.
  • Embedded Dolt support: dep, duplicate, epic, graph, supersede, swarm operations work without a running Dolt server.
  • Custom status categories: configure active/wip/done/frozen status groupings.
  • bd note command: shorthand for appending notes to issues.
  • --exclude-type flag: filter by issue type on bd ready and bd list.
  • --format json alias: alternative to --json flag for consistency.
  • Audit log: captures close reason; status changes logged to interactions.jsonl.
  • Memories in export/import: round-trip includes agent memories.
  • Init defaults: AGENTS.md defaults to minimal profile; --agents-profile flag added.
  • Quality/lifecycle commands: surfaced in prime, template, and doctor.
  • Validation on close: --validate checks --acceptance field; validation.on-close config.

Release Highlights (0.61.0)

  • bd close --claim-next shortens the common close-and-claim-next loop for agents.
  • bd create gains --skills, --context, and --no-history for richer task creation and optional Dolt-history suppression.
  • bd import adds incremental JSONL import for portability and recovery workflows.
  • bd init / bd bootstrap can auto-detect the Beads database from the repository git origin.
  • Dolt/server-mode sync improves credential pass-through, runtime port reporting, and health checks.
  • Config and backup handling are safer, including proper project+user config merge and BD_BACKUP_ENABLED=false support.

Critical Commands

# What to work on
bd ready                    # Unblocked tasks
bd ready --pretty           # Formatted output

# Create with dependencies
bd create "Task B" --blocks bd-a1b2
bd create "Task C" --context "Need schema review" --skills "python,sql"

# Doctor (fix issues)
bd doctor                   # Check health
bd doctor --fix             # Auto-fix problems

bd sync                     # Sync DB state
bd import -i backup.jsonl   # Incremental JSONL import

bd dolt pull                # Pull latest changes (advanced)
bd dolt push                # Push to remote (advanced)

Anti-patterns

❌ Wrong✅ Correct
priority: high-p 1 (P0-P4 numeric)
Manual JSON editingUse bd commands
Ignoring bd readyAlways check blockers first
Skipping bd syncSync before/after work
Creating without depsDeclare --blocks upfront

Links

平台分布

Codex

36.09%
按下载量换算69

Claude

32.6%
按下载量换算62

Cursor

17.24%
按下载量换算33

Gemini CLI

9.41%
按下载量换算18

安全审计

Gen Agent Trust Hub

未通过

Socket

通过

Snyk

可疑

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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