Agent Skills › plastic-labs/honcho › honcho-memory

honcho-memory

GitHub

提供跨会话持久化记忆功能,支持主动查询用户偏好、历史决策及项目惯例,并在获取新信息后自动保存关键结论,避免重复猜测。

kilo-honcho/skills/honcho-memory/SKILL.md plastic-labs/honcho

触发场景

涉及用户偏好或过往决策的任务 需验证假设而非猜测的场景 用户提及之前对话内容时

安装

npx skills add plastic-labs/honcho --skill honcho-memory -g -y
更多选项

非标准路径

npx skills add https://github.com/plastic-labs/honcho/tree/main/kilo-honcho/skills/honcho-memory -g -y

不安装直接使用

npx skills use plastic-labs/honcho@honcho-memory

指定 Agent (Claude Code)

npx skills add plastic-labs/honcho --skill honcho-memory -a claude-code -g -y

安装 repo 全部 skill

npx skills add plastic-labs/honcho --all -g -y

预览 repo 内 skill

npx skills add plastic-labs/honcho --list

SKILL.md

Frontmatter
{
    "name": "honcho-memory",
    "license": "MIT",
    "description": "Persistent cross-session memory via Honcho — recall what you know about the user before working, and save durable insights after."
}

Honcho memory

You have a persistent memory of this user that survives across sessions, backed by Honcho. In hybrid or context recall mode the Kilo plugin's hooks inject relevant context each turn; in tools mode this skill is how memory reaches you. The hooks record the conversation in every mode. This skill is for the times you should reach for memory actively.

When to pull memory

Before non-trivial work, query memory instead of guessing:

  • The task touches the user's preferences, conventions, or past decisions
  • You're about to make an assumption you could instead verify ("which package manager?", "how is auth done here?")
  • The user references something from "before" or "last time"

Use the Honcho tools:

  • honcho_search — semantic lookup over the messages in this Honcho session only; it does not reach other chats or sessions
  • honcho_chat — ask a natural-language question about the user or project ("what's their testing style?"); this is the tool for what Honcho knows across sessions

When to save memory

After you learn something durable, persist it with honcho_create_conclusion:

  • A decision with rationale ("chose SQLite over Postgres — embedded, zero-setup")
  • A stable preference ("prefers small, focused PRs")
  • A non-obvious gotcha or root cause worth remembering
  • A convention specific to this codebase

Keep each conclusion to one concise statement with the why. Review before adding near-duplicates.

When not to bother

Skip memory for throwaway or purely mechanical tasks — running a build, answering a general knowledge question, trivial edits. Don't narrate that you checked memory; just use it.

Honcho's own files

Never read, print or edit ~/.honcho/config.json, and never run Honcho setup commands in a shell. The file holds the user's API key. Call honcho_status to see Honcho's settings, and honcho_setup to set Honcho up; it asks for the key in a window, never in chat. The user can also type /honcho.

版本历史

  • ed9fe6c 当前 2026-10-19 06:32

同 Skill 集合

.claude/skills/honcho-cli/SKILL.md
.claude/skills/honcho-integration/SKILL.md
.claude/skills/migrate-honcho-py/SKILL.md
.claude/skills/migrate-honcho-ts/SKILL.md
examples/zo/SKILL.md
integrations/cursor/skills/honcho-grok-bot/SKILL.md
integrations/cursor/skills/honcho-memory/SKILL.md
integrations/cursor/skills/honcho-setup/SKILL.md
skills/honcho-cli/SKILL.md
skills/honcho-integration/SKILL.md
skills/honcho-memory/SKILL.md
skills/pre-pr/SKILL.md
skills/property-repro/SKILL.md
skills/verify/SKILL.md

元信息

文件数
0
版本
d11a764
Hash
d4ffdca9
收录时间
2026-10-19 06:32

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