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Learn From History

Category: General  ·  Sub-category: general-misc  ·  Last updated:
从过去 N 天的对话历史中提炼经验教训——分析每次 agent 交互中的异常、失败、成功模式， 提出 CLAUDE.md/AGENTS.md 更新建议、可凝聚为 skill 的新方向、以及现有 skill 的改进点。 当用户说"总结历史对话"、"learn from history"、"回顾最近的对话"、"从历史中学习"、 "分析最近的 agent 表现"、"对话历史分析"、"最近有什么可以改进的"、 "提炼一下这几天的经验"、"历史经验总结"时立即触发。 也适用于用户想知道"最近 agent 出了哪些问题"、"有什么可以优化的"、 "哪些操作可以自动化"等经验提炼场景。 只要用户想从对话历史中系统性地提取可行动的改进方向，就应使用此 skill。
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

从过去 N 天的对话历史中系统性地提取经验教训。 使用 Python 提取脚本将 SQLite 消息转为精简纯文本（过滤 reasoning 块和无用工具调用细节）， 再按天分配 general-purpose agent（必须支持写文件，不能用 explore）， 最后汇总产出可执行的改进方案。

What this skill does

Learn From History is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/learn-from-history/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Learn From History Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/learn-from-history
curl -L https://claudskills.com/skills/learn-from-history/SKILL.md \
  -o ~/.claude/skills/learn-from-history/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/learn-from-history/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/learn-from-history/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\learn-from-history\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Learn From History Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/learn-from-history/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Learn From History skill do?
从过去 N 天的对话历史中提炼经验教训——分析每次 agent 交互中的异常、失败、成功模式， 提出 CLAUDE.md/AGENTS.md 更新建议、可凝聚为 skill 的新方向、以及现有 skill 的改进点。 当用户说"总结历史对话"、"learn from history"、"回顾最近的对话"、"从历史中学习"、 "分析最近的 agent 表现"、"对话历史分析"、"最近有什么可以改进的"、 "提炼一下这几天的经验"、"历史经验总结"时立即触发。 也适用于用户想知道"最近 agent 出了哪些问题"、"有什么可以优化的"、 "哪些操作可以自动化"等经验提炼场景。 只要用户想从对话历史中系统性地提取可行动的改进方向，就应使用此 skill。
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Learn From History skill?
Use Learn From History when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Learn From History" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Learn From History skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Learn From History is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
KonghaYao. (2026). Learn From History [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/learn-from-history/
BibTeX
@misc{learn-from-history-2026,
  author    = {KonghaYao},
  title     = {Learn From History [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/learn-from-history/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge
[![ClaudSkills](https://claudskills.com/badge/learn-from-history.svg)](https://claudskills.com/skills/learn-from-history/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/learn-from-history.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/learn-from-history.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Learn From History"></iframe>

Security scan

Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

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