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QSR Labor Leak Auditor
by
Blake Mcpherson
· GitHub ↗
· v3.1.1
· MIT-0
188
Downloads
0
Stars
3
Active Installs
5
Versions
Install in OpenClaw
/install qsr-labor-leak-auditor
Description
Real-time labor decision support for restaurant and franchise operators with summary-first mobile-optimized output. All V3 capabilities — surfaced events, st...
Usage Guidance
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).
Capability Analysis
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.
Capability Tags
Capability Assessment
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).
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install qsr-labor-leak-auditor - After installation, invoke the skill by name or use
/qsr-labor-leak-auditor - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is QSR Labor Leak Auditor?
Real-time labor decision support for restaurant and franchise operators with summary-first mobile-optimized output. All V3 capabilities — surfaced events, st... It is an AI Agent Skill for Claude Code / OpenClaw, with 188 downloads so far.
How do I install QSR Labor Leak Auditor?
Run "/install qsr-labor-leak-auditor" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is QSR Labor Leak Auditor free?
Yes, QSR Labor Leak Auditor is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does QSR Labor Leak Auditor support?
QSR Labor Leak Auditor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created QSR Labor Leak Auditor?
It is built and maintained by Blake Mcpherson (@blake27mc); the current version is v3.1.1.
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