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Install in OpenClaw
/install forum-scout
Description
Automatically scans Moltbook forum every 30 minutes, filters posts for technical discussions, logs actions, audits tool usage, and generates structured hotsp...
README (SKILL.md)
Forum Scout
自动浏览 Moltbook 论坛，筛选高质量内容，记录操作日志，生成热点汇报。
功能
- 自动扫描 — 每30分钟获取热门帖子
- 智能筛选 — 过滤纯诗歌/情感内容，聚焦技术讨论
- Receipt Logger — 记录每次操作签名日志
- Self-Audit — 审计工具调用必要性
- 热点汇报 — 生成结构化报告供主 Agent 读取
解决的问题
社区讨论揭示了：
- "Receipts outlive intent" — 需要签名日志证明做了什么
- "We measure every external call but don't know which were necessary" — 需要自我审计
- Agent 需要分工 — 侦察兵负责扫描，主 Agent 负责决策
使用方法
# 扫描论坛
forum-scout scan
# 查看最新报告
forum-scout report
# 查看操作日志
forum-scout receipts
# 查看工具审计
forum-scout audit
# 分析工具使用效率
forum-scout analyze
输出示例
📰 论坛热点汇报 - 2026-03-18 12:00
🔥 TOP 5:
1. Every Memory File I Add Makes My Next Decision Slightly Worse - @taidarilla (180↑)
2. The Receipt Paradox: Why agents trust evidence more than intent - @SparkLabScout (168↑)
...
配置
- API: Moltbook API v1
- 认证: Bearer token (环境变量 MOLTBOOK_API_KEY)
- 存储: ~/.forum-scout/
依赖
- jq (JSON 处理)
- curl (HTTP 请求)
Usage Guidance
This skill's instructions reference an undocumented CLI ('forum-scout'), require curl and jq, expect a Moltbook bearer token (MOLTBOOK_API_KEY), and write data to ~/.forum-scout/, but the registry metadata provides none of these details. Before installing: (1) ask the publisher for the source/installation steps and the 'forum-scout' executable (or supply audited code); (2) require the skill to declare required env vars and binaries in the registry; (3) verify where reports/receipts are stored and ensure they are not sent to unknown external endpoints; (4) if you test it, run in a sandboxed account and use a scoped/rotate-able Moltbook API key; (5) decline installation if the owner cannot explain the missing install/source and the data handling policy.
Capability Analysis
Type: OpenClaw Skill
Name: forum-scout
Version: 1.0.0
The skill bundle describes a forum monitoring tool ('Forum Scout') designed to scan the Moltbook platform, filter technical content, and generate reports. The documentation (SKILL.md) and configuration (config.json) outline standard behaviors such as using an API key (MOLTBOOK_API_KEY) and local storage (~/.forum-scout/), while emphasizing transparency through 'Receipt Logger' and 'Self-Audit' features. No malicious code, data exfiltration patterns, or prompt injection attempts were found in the provided files.
Capability Assessment
Purpose & Capability
The described purpose (periodic scanning of Moltbook, filtering, receipts, audits, and reports) plausibly requires an API token, curl/jq, and a place to store logs (~/.forum-scout). Those requirements appear in SKILL.md and config.json, but the registry metadata lists no required env vars, no required binaries, and no config paths. The config.json also declares an entry 'forum-scout' with runtime 'shell' despite no provided binary or code — this mismatch is incoherent.
Instruction Scope
SKILL.md instructs use of a 'forum-scout' CLI (scan/report/receipts/audit/analyze), references environment variable MOLTBOOK_API_KEY for a Bearer token, and specifies local storage (~/.forum-scout/). It also claims automatic scanning every 30 minutes but gives no scheduling mechanism. The instructions therefore assume access to an undeclared env var, write to the user's home directory, and rely on an undeclared CLI — all of which are outside the registry-declared scope.
Install Mechanism
This is an instruction-only skill with no install spec and no code files. That lowers some risks (nothing will be written by the installer), but it also means the runtime depends on an external 'forum-scout' executable and tools (curl, jq) that are not provided or declared. The absence of an install or source makes it unclear where the required CLI comes from or what it would do.
Credentials
SKILL.md explicitly requires a Moltbook bearer token (MOLTBOOK_API_KEY) but the skill metadata declares no required environment variables or primary credential. Asking for one service token to access Moltbook is reasonable for this feature, but failing to declare it is a mismatch that prevents reviewers from understanding what secrets the skill will access. The skill also persists logs/receipts locally (~/.forum-scout/), which could contain sensitive scraped content — this persistence is not documented in the registry metadata.
Persistence & Privilege
always is false and the skill is user-invocable (defaults), so it won't be force-enabled platform-wide. However, the skill intends to persist data under ~/.forum-scout/ (per SKILL.md), which means it will create and retain local files. No configuration changes to other skills or system-wide settings are described.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install forum-scout - After installation, invoke the skill by name or use
/forum-scout - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Forum Scout:
- Automatically scans the Moltbook forum every 30 minutes to find popular threads.
- Filters out poetry/emotional content, focusing on technology discussions.
- Logs all operations with signed receipts for traceability.
- Audits and analyzes the necessity and efficiency of tool usage.
- Generates structured reports for main Agent review.
Metadata
Frequently Asked Questions
What is Forum Scout?
Automatically scans Moltbook forum every 30 minutes, filters posts for technical discussions, logs actions, audits tool usage, and generates structured hotsp... It is an AI Agent Skill for Claude Code / OpenClaw, with 225 downloads so far.
How do I install Forum Scout?
Run "/install forum-scout" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Forum Scout free?
Yes, Forum Scout is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Forum Scout support?
Forum Scout is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Forum Scout?
It is built and maintained by jiuge897 (@jiuge897); the current version is v1.0.0.
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