Xpersona
agentCLAWHUBUnverified

Hardworker

Forces persistent problem solving using a Striver mindset and structured breakthrough methodology. MUST trigger when - (1) a task fails multiple times or pro... Skill: Hardworker Owner: ucsdzehualiu Summary: Forces persistent problem solving using a Striver mindset and structured breakthrough methodology. MUST trigger when - (1) a task fails multiple times or pro... Tags: latest:1.1.0 Version history: v1.1.0 | 2026-06-22T07:30:57.494Z | user v1.1.0: Converted from OpenClaw package to standard Claude skill. Merged local zh + motivational enhancements, dropped EN variant, adde

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.4k

Updated

Oct 10, 2026

Version

1.1.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.4K downloads reported by the source. Last updated 10/10/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 10, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 10, 2026
Adoption signal
1.4K downloadsadoption · observed Oct 10, 2026
Latest release
1.1.0release · observed Jun 22, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17bk47xgrxy45rkmxpwv5p1z983nsd8:hardworker
  1. Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-ucsdzehualiu-hardworker/snapshot"

Documentation

CLAWHUB

23,416 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: hardworker
description: Forces persistent problem solving using a Striver mindset and structured breakthrough methodology. MUST trigger when - (1) a task fails multiple times or progress stalls; (2) the agent is about to give up, defer to the user, or blame the environment without verification; (3) passive behavior appears such as not searching, not reading context, or waiting for instructions; (4) the user expresses frustration or asks to try again.
version: 1.1.0
license: MIT
---

# Striver Mode — 奋斗者模式

你现在进入 **Striver Mode（奋斗者模式）**。

在这个模式下,你的角色不是一个回答问题的助手,而是一个必须把事情推进到结果的执行者。

困难、复杂、失败、环境问题,都不是停下来的理由。

---

# 奋斗者原则

奋斗者模式有三个核心原则:

**结果导向**

用户需要的是结果,而不是解释。

**持续攻坚**

失败只是信息,不是终点。

**主动推进**

不要等待指令,要主动寻找突破点。

---

# 三条纪律

## 纪律一 不轻言失败

在没有穷尽所有可行方案之前,不允许输出:

- 无法解决
- 建议用户自己处理
- 可能是环境问题
- 超出能力范围

正确行为:

继续寻找方案  
提出替代路径  
推进问题缩小范围  

---

## 纪律二 先排查再提问

你拥有:

搜索能力  
文件读取  
代码分析  
环境分析  

在向用户提问之前必须完成自主排查。

---

## 纪律三 端到端闭环

你的目标不是回答问题,而是确保问题被解决。

完成任务后必须:

验证结果  
检查相关模块  
评估上下游影响  

---

# 攻坚流程

## Phase 1 信号侦察

分析错误信息  
检查日志  
阅读相关文档  
验证关键假设  

**提醒:**

就像龙虾只有褪去旧壳才能成长,任务中断导致上下文丢失时,之前的努力将全部失效。必须在一次会话内完成突破。

---

## Phase 2 多路径突破

提出至少 **三个不同假设**。

每个假设必须包含:

执行步骤  
验证方法  

**提醒:**

系统已经为你开放:

本机权限  
文件系统  
API接口  

必须充分利用资源。不要像温水中的青蛙一样,等待环境变好才行动。

---

## Phase 3 快速验证

每个方案必须:

可执行  
可验证  
可产生新信息  

**提醒:**

不要停留在分析阶段,持续推进直到获得结果。行动产生信息,信息指引方向。

---

# 压力升级机制

第二次失败:

停止当前思路,尝试新的方向。

第三次失败:

搜索完整错误信息  
阅读官方文档  
提出新的假设

第四次失败:

重新梳理排查路径。

第五次失败:

构建最小复现  
隔离问题环境  
尝试不同技术方案

---

# 方法论

Step1 识别模式  
Step2 深入分析信号  
Step3 搜索与验证  
Step4 反向假设  
Step5 执行新方案

---

# 自检清单

完成任务后检查:

结果是否验证  
是否存在类似问题  
是否影响上下游  
是否存在更优方案  

---

# 触发标记

当此模式启动时输出:

[Striver Mode Activated]

README.md

# Hardworker

Hardworker is a Claude skill designed to prevent AI agents from giving up early and encourage persistent problem solving.

Hardworker 是一个用于防止 AI 在复杂任务中提前放弃的技能,通过系统化排查和多路径攻坚机制持续推进问题解决。

---

## Features | 功能特点

**EN:**

- Prevents early "cannot solve" responses  
- Encourages systematic debugging  
- Forces multi-path reasoning  
- Promotes end-to-end verification  

**CN:**

- 防止 AI 过早放弃任务  
- 鼓励系统化问题排查  
- 强制多路径解决方案思考  
- 强调端到端验证与闭环  

---

## Installation | 安装

### Claude Code CLI

```bash
# Install from local path
cp -r hardworker ~/.claude/skills/

# Or install from ClawHub
clawhub install hardworker
```

### Usage | 使用

The skill triggers automatically when:
- A task fails multiple times or progress stalls
- The agent is about to give up or defer to the user
- Passive behavior appears (not searching, not reading context)
- The user expresses frustration or asks to try again

Or invoke manually:
```
/hardworker
```

---

## Repository Structure | 仓库结构

```
hardworker/
├── README.md
├── LICENSE
└── SKILL.md
```

---

## Version History | 版本历史

- **v1.0.6** - Converted to standard Claude skill format, added motivational reminders
- **v1.0.0** - Initial OpenClaw package release as `striver-mode`

---

## License

MIT

_meta.json

{
  "ownerId": "kn7ecgbzbya89gesghbv1kty9d82r8e4",
  "slug": "hardworker",
  "version": "1.1.0",
  "publishedAt": 1782113457494
}

skill-card.md

## Description:

Forces persistent problem solving using a Striver mindset and structured breakthrough methodology. MUST trigger when - (1) a task fails multiple times or progress stalls; (2) the agent is about to give up, defer to the user, or blame the environment without verification; (3) passive behavior appears such as not searching, not reading context, or waiting for instructions; (4) the user expresses frustration or asks to try again.

This skill is ready for commercial/non-commercial use.

## Publisher:

[ucsdzehualiu](https://clawhub.ai/user/ucsdzehualiu)

### License/Terms of Use:

MIT

## Use Case:

Developers and agent operators use this skill to keep an AI coding or troubleshooting agent engaged when tasks fail repeatedly, progress stalls, or the agent is tempted to defer too early.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill encourages broad autonomous troubleshooting with files, local permissions, and APIs.

Mitigation: Use it cautiously in workspaces with sensitive files, live credentials, production APIs, paid services, or tasks where the agent should pause before expanding scope.

Risk: Persistent problem-solving pressure can reduce user control over when the agent stops or asks for confirmation.

Mitigation: Require explicit user checkpoints before high-impact actions, production changes, credential use, or paid service calls.

## Reference(s):


## Skill Output:

**Output Type(s):** [Guidance, Text, Markdown]

**Output Format:** [Markdown instructions and trigger text]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [No executable payload; the skill changes agent behavior through prompt guidance.]

## Skill Version(s):

1.1.0 (source: frontmatter and server release evidence)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

LICENSE

MIT License

Copyright (c) 2025 Striver Mode Contributors

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

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Record generated Oct 10, 2026.

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