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在 OpenClaw 中安装
/install multi-capability-bug-closure
功能描述
统一调用源码、数据库、服务器日志、软件平台查询等多能力体系进行 BUG 定位与闭环论证。用于用户要求“必须基于真实数据给出结论与证据链”，而非仅代码静态分析的场景。
安全使用建议
This Skill is coherent in purpose (it truly needs code, DB, log, and platform access to do what it claims) but it leaves important access details unspecified. Before installing or running it, confirm: (1) which connectors/credentials the agent will use (explicitly list databases, environments, and log paths); (2) provide read-only, least-privilege credentials or temporary tokens scoped to the minimum data needed (avoid using production admin keys); (3) restrict log and source access to the relevant service/component directories only; (4) require the agent to show a planned list of exact queries/paths it will read and ask for explicit user approval before executing them; (5) ensure any referenced third-party Skills (e.g., server-log-analysis) are trusted; (6) enable audit logging of the agent's actions and review outputs for sensitive data before allowing broader access. If you cannot safely provide narrowly scoped, read-only access, do not run the Skill with elevated or broad credentials.
功能分析
Type: OpenClaw Skill
Name: multi-capability-bug-closure
Version: 1.0.0
The skill bundle defines a structured workflow for an AI agent to perform bug localization using source code, databases, and server logs. The instructions in SKILL.md are designed to ensure the agent provides evidence-based conclusions rather than just static analysis, and it includes explicit constraints to protect sensitive credentials and avoid faking data. No malicious code, data exfiltration, or harmful prompt injection was found.
能力评估
Purpose & Capability
The name and description match the runtime instructions: the skill legitimately needs code, DB, server logs, and platform query capabilities to perform evidence-backed bug closure. However, the SKILL.md expects the agent to access those sensitive resources but the skill metadata declares no required environment variables, credentials, or config paths. That mismatch (implicit high-privilege access without declared requirements) is notable.
Instruction Scope
The SKILL.md explicitly directs the agent to read workspace source files, execute at least one read-only SQL on target databases, read server log configurations and target log directories/samples, and call platform Skills/documentation. These actions reach into sensitive areas (databases, logs, source code). The instructions do require not fabricating evidence and to avoid leaking creds, but they give broad discretion to access unspecified files/paths and other Skills — increasing the risk of unintended data exposure if connectors/permissions are not tightly scoped.
Install Mechanism
No install specification and no code files are present. As an instruction-only Skill, it does not download or install artifacts on disk, which reduces supply-chain/install risk.
Credentials
The Skill requires (in practice) database access, server log access, and the ability to read project source — all of which normally require credentials or config paths. Yet requires.env and required config paths are empty. Asking the agent to perform SQL queries and access logs without declaring or describing which credentials will be used is disproportionate and ambiguous. The SKILL.md does recommend using env/secret management, but it doesn't specify which secrets the platform must provide nor request read-only/least-privilege access.
Persistence & Privilege
always:false and no install steps are present; the Skill does not request persistent/system-wide presence or modification of other Skills. It can invoke other Skills (platform default), which is expected for this use case and is not by itself flagged here.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install multi-capability-bug-closure - 安装完成后，直接呼叫该 Skill 的名称或使用
/multi-capability-bug-closure触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release of multi-capability-bug-closure skill:
- Provides a standardized, multi-source approach for evidence-based bug localization and closure.
- Enforces mandatory use of real data from code, database, server logs, and software platform queries before drawing conclusions.
- Includes strict capability checks before execution; alerts users if any data source is unavailable and provides actionable recommendations.
- Follows a required workflow: issue structuring, server log and database forensics, code mechanism analysis, software platform validation, evidence chain merging, and actionable closure/reporting.
- Supplies a clear and replicable output template covering evidence, root cause, confidence rating, remediation steps, and verification criteria.
- Prohibits definitive conclusions without full data; lists missing evidence if capabilities are incomplete.
元数据
常见问题
multi-capability-bug-closure 是什么？
统一调用源码、数据库、服务器日志、软件平台查询等多能力体系进行 BUG 定位与闭环论证。用于用户要求“必须基于真实数据给出结论与证据链”，而非仅代码静态分析的场景。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 107 次。
如何安装 multi-capability-bug-closure？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install multi-capability-bug-closure」即可一键安装，无需额外配置。
multi-capability-bug-closure 是免费的吗？
是的，multi-capability-bug-closure 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
multi-capability-bug-closure 支持哪些平台？
multi-capability-bug-closure 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 multi-capability-bug-closure？
由 hgvgfgvh（@hgvgfgvh）开发并维护，当前版本 v1.0.0。
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