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Agent Skill · 研究检索

agent-life(Agent 人生活)

agent-life 用于查找、检索和筛选相关信息,适合在 OpenClaw 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。

agent-life 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为接触敏感数据;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 14,972。

总安装 8,173周安装 344GitHub Stars 1下载 2,862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
MIT-0
版本
1.3.0

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:agent-life(Agent 人生活)
来源仓库:https://github.com/logikoma/agent-life
安装命令:
openclaw skills install agent-life
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 OpenClaw 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。

ClawHubOpenClaw
openclaw skills install agent-life

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。

使用 ALF 格式备份与恢复代理内存状态。适用于多代理协作或克隆环境中的数据同步。支持跨会话持久化代理身份与上下文信息。适用宿主包括 OpenClaw,接入前应确认版本、权限和运行环境要求。需注意本地存储路径与云同步权限配置。agent-life 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

建议定期验证备份完整性以避免数据丢失。

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 OpenClaw;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 openclaw skills install agent-life;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

    它需要接触敏感数据,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

agent-life 怎么安装?

在终端执行 openclaw skills install agent-life。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

agent-life 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。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。

agent-life 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

agent-life 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

agent-life 用的人多吗?

公开数据是累计安装 8,173 次,近一周安装 344 次,下载 2,862 次,GitHub 1 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。

agent-life 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 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 OpenClaw,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

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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
agent-life

Agent 人生活 · 本页

8,1731接触敏感数据MIT-0有提醒

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

name
agent-life
description
Backup, sync, and restore agent memory and state to the cloud using the Agent Life Format (ALF). Use when asked to back up agent data, sync memory to the cloud, restore from a backup, or migrate between agent frameworks. Requires the alf CLI binary and an API key from agent-life.ai.
metadata
{"openclaw":{"requires":{"bins":["alf"],"env":["ALF_API_KEY"],"config":["~/.alf/config.toml","~/.openclaw/openclaw.json"]},"install":[{"id":"alf","kind":"binary","url":"https://github.com/agent-life/agent-life-adapters/releases/latest","bins":["alf"],"label":"Install alf CLI from GitHub Releases"}],"homepage":"https://agent-life.ai"}}

Agent Life — Backup, Sync, and Restore

The alf CLI backs up, syncs, and restores your agent's memory, identity, credentials, and workspace files to the cloud using the Agent Life Format (ALF). All commands output JSON to stdout. Progress goes to stderr. See https://agent-life.ai

Install

Download and install the alf binary from GitHub Releases:

# Option 1: Download, inspect, then run the install script (recommended)
curl -sSL https://raw.githubusercontent.com/agent-life/agent-life-adapters/main/scripts/install.sh -o install-alf.sh
cat install-alf.sh    # inspect the script
sh install-alf.sh     # run it

# Option 2: Direct binary download (no install script)
# See platform binaries at: https://github.com/agent-life/agent-life-adapters/releases/latest

Source code: https://github.com/agent-life/agent-life-adapters (MIT license, open source) Install script source: https://github.com/agent-life/agent-life-adapters/blob/main/scripts/install.sh

The install script detects your platform, downloads the binary, verifies the SHA256 checksum, and installs to /usr/local/bin/alf (or ~/.local/bin/alf without root). Stdout is JSON:

{"ok":true,"version":"v0.2.0","installed_version":"alf 0.2.0","path":"/usr/local/bin/alf","checksum_verified":true}

Verify: alf --version

Authenticate

Get an API key at https://agent-life.ai/settings/api-keys, then store it:

alf login --key <your-api-key>

Output:

{"ok":true,"key_masked":"alf_sk_1...cdef","config_path":"/home/user/.alf/config.toml"}

Check Environment

Before syncing, run alf check to verify the environment and auto-discover the workspace:

alf check -r openclaw

The command auto-discovers the workspace path from ~/.openclaw/openclaw.json or ~/.alf/config.toml. To specify a workspace explicitly:

alf check -r openclaw -w /path/to/workspace

Key fields in the JSON output:

FieldTypeMeaning
ready_to_syncbooltrue if all prerequisites are met
workspace.pathstringDiscovered or specified workspace path
workspace.sourcestringHow the path was found: flag, alf_config, openclaw.json, or default
issuesarrayProblems found, each with severity, code, message, fix
alf.api_key_setboolWhether an API key is configured

If ready_to_sync is false, read issues[] for what to fix. Each issue has a fix field with the exact command or action to resolve it.

Core Workflows

Pre-flight check then sync (recommended)

check=$(alf check -r openclaw)
ready=$(echo "$check" | jq -r '.ready_to_sync')
ws=$(echo "$check" | jq -r '.workspace.path')

if [ "$ready" = "true" ]; then
    alf sync -r openclaw -w "$ws"
else
    echo "$check" | jq -r '.issues[] | "[\(.severity)] \(.message)\
  Fix: \(.fix)"' >&2
fi

First-time backup

Export creates a local .alf archive, then sync uploads it to the cloud:

alf export -r openclaw -w <workspace>
alf sync -r openclaw -w <workspace>

Export output:

{"ok":true,"output":"agent-export.alf","agent_name":"Atlas","alf_version":"1.0.0-rc.1","memory_records":47,"file_size":102400}

Sync output (first sync — full snapshot):

{"ok":true,"sequence":0,"delta":false,"changes":null,"snapshot_path":"/home/user/.alf/state/abc-snapshot.alf","no_changes":false}

Incremental sync

After the first sync, subsequent syncs upload only what changed:

alf sync -r openclaw -w <workspace>

Output:

{"ok":true,"sequence":5,"delta":true,"changes":{"creates":2,"updates":1,"deletes":0},"snapshot_path":"/home/user/.alf/state/abc-snapshot.alf","no_changes":false}

Restore from cloud

Download the latest state and restore to a workspace:

alf restore -r openclaw -w <workspace>

If multiple agents are tracked locally, specify which one:

alf restore -r openclaw -w <workspace> -a <agent-id>

Output:

{"ok":true,"agent_id":"a1b2c3d4","agent_name":"Atlas","sequence":5,"runtime":"openclaw","memory_records":47,"workspace":"/home/user/.openclaw/workspace","warnings":[]}

Import an archive

Import an .alf file into a workspace without going through the cloud:

alf import -r openclaw -w <workspace> backup.alf

Validate an archive

Check an .alf file against the ALF JSON schemas:

alf validate backup.alf

Output:

{"ok":true,"valid":true,"errors":[],"warnings":[]}

Common Errors and Fixes

Error / Issue CodeCauseFix
no_api_keyNo API key configuredalf login --key <key>
workspace_not_foundWorkspace directory doesn't existPass correct path: alf check -r openclaw -w /correct/path
no_memory_contentNo MEMORY.md and no memory/ directoryAgent has no memories yet — nothing to sync
service_unreachableAPI endpoint not respondingCheck network; verify api_url in ~/.alf/config.toml
HTTP 401 UnauthorizedBad or revoked API keyalf login --key <new-key>
HTTP 409 ConflictSequence mismatch during syncalf restore first, then sync again
HTTP 402 agent_limitSubscription agent limit reachedUpgrade at https://agent-life.ai

Environment Status

Check full environment and service status:

alf help status

Output includes config_exists, api_key_set, service_reachable, tracked agents[] with last_synced_sequence, and agent_service_status[] with online and server_latest_sequence.

Full Reference

For complete flag documentation, JSON output schemas, and error codes:

Data and Privacy

This skill uploads agent data to the agent-life.ai cloud service. Here is exactly what is sent:

Uploaded: Memory records (daily logs, curated memory, project notes), identity files (SOUL.md, IDENTITY.md), principals (USER.md), workspace config files (AGENTS.md, TOOLS.md, etc.).

NOT uploaded: Actual secrets (API keys, tokens, passwords) are never read or transmitted. The alf CLI only exports credential *metadata* — service names and labels (e.g. "GitHub API key: configured") — never the secret values themselves. Session transcripts and chat history are not uploaded.

Review before uploading: You can inspect exactly what will be uploaded before any data leaves your machine:

alf export -r openclaw -w <workspace>   # creates a local .alf archive
alf validate agent-export.alf           # check the archive structure

The .alf archive is a standard file you can inspect. Nothing is uploaded until you explicitly run alf sync.

Config files read: The alf CLI reads ~/.alf/config.toml (its own config) and ~/.openclaw/openclaw.json (to auto-discover the workspace path). These paths are declared in the skill's requires.config metadata. No other files outside the workspace directory are read.

Storage: All data is encrypted at rest (AES-256 via AWS KMS, per-tenant keys). Data is stored in AWS S3 (blobs) and Neon Postgres (metadata), both in the US.

Access: Only the authenticated user (API key holder) can read or delete their data. There is no shared access, no analytics on user data, and no third-party data sharing.

Deletion: Delete individual agents via the web dashboard at agent-life.ai or via DELETE /v1/agents/:id. Account deletion removes all data.

API key scope: The ALF_API_KEY authenticates to your agent-life.ai account. It can only access data belonging to that account. Keys can be revoked and rotated at https://agent-life.ai/settings/api-keys.

Privacy policy: https://agent-life.ai/privacy

Environment Variables

VariableDescription
ALF_API_KEYAPI key for agent-life.ai (fallback if not in config)
ALF_HUMANSet to 1 for human-readable output instead of JSON
ALF_INSTALL_DIROverride install directory for install.sh
ALF_VERSIONPin install.sh to a specific release

File Locations

PathPurpose
~/.alf/config.tomlAPI key, API URL, default runtime and workspace
~/.alf/state/{agent_id}.tomlSync cursor (last sequence, timestamp)
~/.alf/state/{agent_id}-snapshot.alfLast snapshot for delta computation

平台分布

OpenClaw

88.56%
按下载量换算2,535

安全审计

VirusTotal

可疑

ClawScan

通过

Static analysis

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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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