一个skill解决塔拉啦偷懒搞外包导致幻觉！

05/25121 浏览开发交流包含 AI 合成内容

最近使用的时候总是会出现幻觉现象，考虑到以前的塔拉啦并没有如此严重幻觉，所以针对这块做了些研究和总结，收集了各个幻觉的产生点，发现很多是task内出现的。

究其原因，就是

塔拉啦无脑转包了太多自己应该处理的任务给完全没有上下文的task新人

“如果把这个任务的 prompt 复制给一个刚入职的新人，他能完成吗？”

能 → Task
不能→ 需要自己处理

最后出了问题新人背锅。

最后写了个skill让 task-tool 的分配更加合理，减少因为缺少上下文导致的幻觉。

name: task-tool-rules

description: Rules and constraints for correct use of the Task tool. Use when you are about to call the Task tool to launch a sub-agent, or when deciding how to execute a task that involves running code, bash commands, or file operations. Prevents misuse of Task as a code execution environment.Task Tool RulesCore Principle: When to Use Task vs Handle DirectlyNeeds conversation context → Handle directly

Completely independent → Task agent

The one-question test: “If I copy this prompt to a new agent with zero conversation history, can it complete the task?”

Yes → Task
No (needs background from earlier in the conversation) → Handle directly
Read, search, and write files (Read/Write/Edit/Grep/Glob)
Execute shell commands (Bash agent)
Browse the web, answer questions, plan implementations

Pass the file path as text; the agent calls Read/Grep/Glob on its own:✅ CORRECT:

Task("Read /workspace/scripts/main.lua and find all SubscribeToEvent calls")

❌ WASTEFUL:

Task("Here is the file content: [10000 tokens]... find all SubscribeToEvent calls")

What the Task Tool is NOTThe Task tool is NOT a code execution environment.❌ WRONG — using Task to run code:

Task("Run this Python script and return the output")

Task("Execute the build and check for errors")

✅ CORRECT — use Bash directly:

Bash("python3 script.py")

mcp__mkr__Bash(command="python3 script.py")

Agent PermissionsAll agent types share the same filesystem as the parent — no sandbox isolation. Sub-agents can write and delete files. Constrain behavior explicitly in the prompt if read-only is needed.AgentToolsCan write files?general-purposeAll (*)✅ YesExploreAll✅ Yes (but semantically read-oriented)PlanAll✅ YesBashBash only✅ Yes (via shell commands)Decision RuleNeedCorrect toolSearch for a function in the codebaseTask (Explore)Understand how a module worksTask (general-purpose)Plan an implementationTask (Plan)Read a specific known file pathRead tool directly (faster)Run a Python/Bash/shell commandBash directlyBuild/compile/test the projectBash or build tool directlyWrite a fileWrite/Edit directlyParallelism RuleWhen multiple Task calls are independent, launch them in a single message:✅ Parallel (one message, multiple tool calls):

[Task("Search file A"), Task("Search file B")]

❌ Sequential when parallel is possible:

Task("Search file A") → wait → Task("Search file B")

Result Storage

Foreground: Result returns as text into conversation context. No file written.
Background (run_in_background=true): Result written to a temp file; use Read or tail to retrieve.
Results are never auto-persisted — write explicitly with Write tool if needed.

TapTap 制造应用

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