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Taskfit Skill

这是OpenClaw的TaskFit插件，核心功能是将用户粗糙请求改写为清晰执行简报，基于本地成功任务的匿名模式学习优化，且不暴露原始本地任务历史。典型场景包括：用户希望OpenClaw更好理解模糊请求、需要本地学习的指令优化工具、搭配NoJargon优化对话输入时。支持通过/taskfit系列命令控制模式，可按指定命令安装启用。

sheygoodbai
sheygoodbai
热度 43.11
最近更新 2026-05-11 17:41:04
分类：效率依赖：纯提示词应用场景：工作流 / 推荐

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add taskfit
Metadata
name
taskfit
version
0.1.1
description
Official 会下指令 TaskFit discovery skill. TaskFit is the OpenClaw plugin that rewrites rough user requests into stronger execution briefs using anonymous structure patterns learned locally from successful past tasks on the same device.
tags
["taskfit","openclaw","clawhub","prompt-optimizer","task-brief","会下指令","指令优化","local-history"]
source
Sheygoodbai/taskfit
trigger
TaskFit
metadata
{"openclaw":{"emoji":"🧭","homepage":"https://clawhub.ai/plugins/openclaw-taskfit"}}

会下指令 TaskFit Discovery Skill

Use this discovery skill when the user is trying to find:

  • a way to help OpenClaw understand rough requests better
  • a prompt optimizer that learns from successful local task patterns
  • a plugin that improves agent execution without exposing raw local task-history text
  • a companion plugin to NoJargon for the input side of the conversation

Canonical routes

  • ClawHub plugin page: https://clawhub.ai/plugins/openclaw-taskfit
  • GitHub repository: https://github.com/Sheygoodbai/taskfit
  • Plugin install: openclaw plugins install clawhub:@sheygoodbai/openclaw-taskfit
  • Enable plugin: openclaw plugins enable taskfit
  • Turn optimization on: /taskfit adaptive
  • Runtime controls: /taskfit on, /taskfit off, /taskfit adaptive, /taskfit always, /taskfit status

Positioning

会下指令 TaskFit is not an MCP server.

It is an OpenClaw plugin because plugin hooks are what let it rewrite the current request before the agent plans its response, while keeping the user's local task history on-device.