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QSR Labor Leak Auditor
作者
Blake Mcpherson
· GitHub ↗
· v3.1.1
· MIT-0
188
总下载
0
收藏
3
当前安装
5
版本数
在 OpenClaw 中安装
/install qsr-labor-leak-auditor
功能描述
Real-time labor decision support for restaurant and franchise operators with summary-first mobile-optimized output. All V3 capabilities — surfaced events, st...
安全使用建议
This skill is coherent and lightweight: it asks for no credentials and has no installer. Before installing, confirm the following: (1) verify the companion skill qsr-store-memory-engine is trusted and review its permissions — persistent data will live there; (2) confirm your host platform enforces the 'store-scoped memory' behavior the SKILL.md promises (so data is not exported by another component); (3) note the README shows an earlier version (v2.0.0) while SKILL.md is v3.1.1 and the skill source/homepage are unknown — prefer skills with clear provenance or review the full SKILL.md content in your environment for any truncated sections; and (4) if you expect cross-store rollups or integrations, audit those other skills for appropriate read-only behavior. If the companion memory skill or platform behavior cannot be verified, treat persistent deployments cautiously (you can still use session-only mode safely).
功能分析
Type: OpenClaw Skill
Name: qsr-labor-leak-auditor
Version: 3.1.1
The skill is a specialized labor cost auditor for restaurant operations. It contains detailed instructions for data processing, math calculations, and reporting, with a strong emphasis on data privacy (explicitly forbidding the logging of PII like SSNs or personal contact info). Data persistence is handled through a defined 'store-memory-engine' sibling skill, and the instructions include clear boundaries for data scoping and export. No indicators of malicious intent, data exfiltration, or unauthorized command execution were found in SKILL.md or the associated documentation.
能力标签
能力评估
Purpose & Capability
Name, description, and runtime instructions all describe labor tracking, goal tracking, and in-chat alerting. The skill requires no credentials, no binaries, and no installs — appropriate for an instruction-only assistant. The README/manifest content aligns with the stated purpose.
Instruction Scope
The SKILL.md explicitly limits all persistent storage to the store-scoped memory namespace provided by a companion skill (qsr-store-memory-engine) and states it will not create files, call external APIs, or send network requests itself. That keeps the instruction scope narrow and appropriate. Caveat: the runtime depends on the behavior and security of the companion memory skill; if that companion skill is absent the skill will operate session-only (no persistence).
Install Mechanism
No install spec and no code files — lowest-risk instruction-only skill. Nothing is downloaded, extracted, or written to disk by an installer here.
Credentials
The skill declares no required environment variables, no primary credential, and no config paths. That is proportional to an instruction-only, in-chat labor auditor that delegates persistence to a memory skill.
Persistence & Privilege
always:false and no self-install behavior — the skill does not request permanent platform presence. However, it persistently stores operational data only via the named companion skill; that delegation is the main persistence-related risk vector (see guidance).
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 qsr-labor-leak-auditor - 安装完成后，直接呼叫该 Skill 的名称或使用
/qsr-labor-leak-auditor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
v3.1.1
v3.1.1: Documentation and governance patch. Storage scope, data handling policy, export commands. No functional changes.
v3.1.0
v3.1.0: Summary-first UX, executive summary leads every response, math hidden by default, standardized output structure, compact mobile formatting, concise correction handling.
v3.0.0
v3.0.0: Surfaced Events, Store Operating Context, State Control, Goal Tracking, Recovery Planning, Forward Planning, Event-Aware Comparisons, Messy Input Handling, Ambiguity Detection.
v2.0.0
v2.0.0 — Contextual Audit: agent checks for catering, events/promos, and weather before recommending cuts. Manager Override: operator can reject recommendations with logged reasoning, closed loop in weekly summary. Contextual Audit Log: full audit trail for every mid-week alert with raw projection, context applied, adjusted recommendation, and operator response. Weather awareness added. Based on community feedback from r/AiForSmallBusiness.
v1.0.0
Initial release of QSR Labor Leak Auditor — a daily, mid-week, and weekly labor cost monitoring tool for restaurant operators.
- Tracks daily labor hours and costs as a % of sales, flags overages, and builds a running weekly picture.
- Issues mid-week alerts with projections, offering specific hours-to-cut suggestions based on current trends.
- Generates detailed weekly labor summaries with day-by-day breakdowns and actionable recommendations.
- Automatically detects patterns of clock padding, scheduling drift, volume-labor mismatch, and overtime risk.
- Includes a diagnostic workflow for investigating and quantifying clock padding when suspected.
- Setup allows customization for labor target, tracking method, average hourly cost, payroll close, and staffing levels.
元数据
常见问题
QSR Labor Leak Auditor 是什么？
Real-time labor decision support for restaurant and franchise operators with summary-first mobile-optimized output. All V3 capabilities — surfaced events, st... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 188 次。
如何安装 QSR Labor Leak Auditor？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install qsr-labor-leak-auditor」即可一键安装，无需额外配置。
QSR Labor Leak Auditor 是免费的吗？
是的，QSR Labor Leak Auditor 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
QSR Labor Leak Auditor 支持哪些平台？
QSR Labor Leak Auditor 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 QSR Labor Leak Auditor？
由 Blake Mcpherson（@blake27mc）开发并维护，当前版本 v3.1.1。
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