mcpbeat

Productivity Claude Skills

3 457 productivity skills from 510 authors. They keep notes, tasks, calendars and plans in order. Half of them fit into 1 851 tokens or less — that is what one costs your context window when the agent loads it. 479 ship runnable scripts rather than instructions alone. 51 of them cannot work without an MCP server, most often rube. We also found 336 copies of these same skills sitting in other people's repositories — counted once here, not 336 times.

3 457 unique 510 authors 2 017 updated this month 293 from vendors

1 851
tokens, median
what a typical one costs in context
479
ship scripts
code that runs, not instructions alone
51
need a server
most often rube
336
copies elsewhere
counted once here, not once per repository

1 489–1 536 of 3 457

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Claude Devfleet
by loulanyue

通过Claude DevFleet协调多智能体编码任务——规划项目、在隔离的工作树中并行调度智能体、监控进度并读取结构化报告。

2k tokens zh
Inventory Demand Planning
by loulanyue

为多地点零售商提供需求预测、安全库存优化、补货规划及促销提升估算的编码化专业知识。基于拥有15年以上管理数百个SKU经验的需求规划师的专业知识。包括预测方法选择、ABC/XYZ分析、季节性过渡管理及供应商谈判框架。适用于预测需求、设定安全库存、规划补货、管理促销或优化库存水平时使用。license: Apache-2.0

6k tokens zh
Prompt Optimizer
by loulanyue

分析原始提示,识别意图和差距,匹配ECC组件(技能/命令/代理/钩子),并输出一个可直接粘贴的优化提示。仅提供咨询角色——绝不自行执行任务。触发时机:当用户说“优化提示”、“改进我的提示”、“如何编写提示”、“帮我优化这个指令”或明确要求提高提示质量时。中文等效表达同样触发:“优化prompt”、“改进prompt”、“怎么写prompt”、“帮我优化这个指令”。不触发时机:当用户希望直接执行任务,或说“直接做”时。不触发时机:当用户说“优化代码”、“优化性能”、“optimize performance”、“optimize this code”时——这些是重构/性能优化任务,而非提示优化。origin: community

4k tokens zh
Strategic Compact
by loulanyue

建议在逻辑间隔处手动压缩上下文,以在任务阶段中保留上下文,而非任意的自动压缩。

2k tokens zh
Architecture Decision Records
by loulanyue

Capture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, and rationale. Maintains an ADR log so future developers understand why the codebase is shaped the way it is.

2k tokens
Content Engine
by loulanyue

Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social posts, threads, scripts, content calendars, or one source asset adapted cleanly across platforms.

697 tokens
Dmux Workflows
by loulanyue

Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent development workflows.

2k tokens
Inventory Demand Planning
by loulanyue

>

6k tokens
Regex Vs LLM Structured Text
by loulanyue

Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.

2k tokens
Excel To Rvt
by datadrivenconstruction

Import Excel data into RVT projects. Update element parameters, create schedules, and sync external data sources.

4k tokens
Cwicr Bid Analyzer
by datadrivenconstruction

Analyze contractor bids against CWICR benchmarks. Identify pricing anomalies, compare bid components, and support bid evaluation decisions.

4k tokens
Cwicr Labor Scheduler
by datadrivenconstruction

Schedule labor crews based on CWICR norms and project timeline. Calculate crew sizes, shifts, and labor loading curves.

4k tokens
Cwicr Schedule Integrator
by datadrivenconstruction

Integrate CWICR cost data with project schedules. Link work items to schedule activities, generate cost-loaded schedules, and cash flow projections.

4k tokens
Cash Flow Forecaster
by datadrivenconstruction

Forecast project cash flow based on schedule and cost data. Generate S-curves and payment projections.

4k tokens
Change Order Processor
by datadrivenconstruction

Process and manage construction change orders. Track costs, approvals, and impact on schedule and budget.

4k tokens
Material Delivery Tracker
by datadrivenconstruction

Track material deliveries, manage inventory, and coordinate logistics. Monitor delivery schedules and site storage.

4k tokens
Safety Inspection
by datadrivenconstruction

Digital safety inspection system for construction sites. Checklists, hazard tracking, incident reporting, and compliance documentation.

7k tokens
Project Closeout Checklist
by datadrivenconstruction

Manage project closeout activities. Track completion of documentation, warranties, and final inspections.

2k tokens
Weather Impact Scheduler
by datadrivenconstruction

Analyze weather impact on construction schedule. Predict delays and adjust activities based on forecast.

2k tokens
Bim To Schedule 4d
by datadrivenconstruction

Link BIM elements to schedule activities for 4D simulation. Visualize construction sequence over time.

2k tokens
Schedule Cost Link
by datadrivenconstruction

Link schedule activities to cost items. Create cost-loaded schedules, generate cash flow curves, and track earned value.

4k tokens
Bim To Schedule 4d
by datadrivenconstruction

Create 4D construction simulations by linking BIM models with project schedules.

2k tokens
Critical Path Analyzer
by datadrivenconstruction

Analyze project critical path from schedule data. Identify critical activities, calculate float, and assess schedule risk.

4k tokens
Schedule Delay Analyzer
by datadrivenconstruction

Analyze schedule delays, identify causes, and calculate time impacts using delay analysis methods.

2k tokens
Historical Data Manager
by datadrivenconstruction

Extract, clean, and organize legacy construction data from archives. Migrate historical project data, cost records, and schedules into modern formats.

4k tokens
Data Profiler
by datadrivenconstruction

Profile construction data to understand characteristics, distributions, quality metrics, and patterns. Essential for data quality assessment and ETL planning.

5k tokens
XML Reader
by datadrivenconstruction

Read and parse XML from construction systems - P6 schedules, BSDD exports, IFC-XML, COBie-XML. Convert to pandas DataFrames.

3k tokens
Data Anomaly Detector
by datadrivenconstruction

Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.

5k tokens
Validation Rules Builder
by datadrivenconstruction

Build validation rules for construction data. Create RegEx and logic-based validation for BIM elements, cost codes, and schedule data.

4k tokens
4d Simulation
by datadrivenconstruction

Create 4D construction simulations by linking BIM elements to project schedules. Generate time-based visualizations, sequence analysis, and construction phasing with Gantt integration.

5k tokens
Lifecycle Carbon Calculator
by datadrivenconstruction

Calculate embodied carbon and lifecycle emissions for construction materials and projects. Support sustainable design decisions with carbon data.

5k tokens
Resource Leveler
by datadrivenconstruction

Level and optimize construction resource allocation across project schedule. Balance labor, equipment usage, and avoid overallocation while maintaining critical path.

4k tokens
Decision Support
by datadrivenconstruction

Provide data-driven decision support for construction. Analyze multiple factors and recommend optimal project decisions.

4k tokens
Scenario Planner
by datadrivenconstruction

What-if analysis for construction projects: model different scenarios and their cost/schedule/resource impacts. Compare alternatives and optimize decisions.

5k tokens
Airflow Dag
by datadrivenconstruction

Create Apache Airflow DAGs for construction data pipelines. Orchestrate ETL, validation, and reporting workflows.

3k tokens
Workflow Automation
by datadrivenconstruction

Automate construction data workflows. Build ETL pipelines and DAG workflows for recurring tasks.

5k tokens
Schedule Forecaster
by datadrivenconstruction

Predict project completion dates using ML models. Forecast schedule delays based on current progress, historical patterns, and risk factors.

5k tokens
N8n Daily Report
by datadrivenconstruction

Automate daily construction report generation using n8n workflow automation.

2k tokens
Quality Control Workflow
by datadrivenconstruction

Construction quality control workflow automation. Manage QC inspections, track defects, generate NCRs, and ensure specification compliance throughout the project.

4k tokens
Safety Inspection Checklist
by datadrivenconstruction

Digital safety inspection checklists for construction sites. Generate, conduct, and track safety inspections with automated reporting and compliance monitoring.

5k tokens
Critical Path Analyzer
by datadrivenconstruction

Analyze construction schedule critical path. Identify critical activities, calculate float, simulate schedule impacts, and optimize project duration.

4k tokens
Delay Analysis
by datadrivenconstruction

Analyze construction schedule delays for claims and recovery. Perform time impact analysis, identify delay causes, calculate damages, and document for disputes.

6k tokens
Look Ahead Scheduler
by datadrivenconstruction

Generate rolling look-ahead schedules for construction. Create 2-week, 3-week, or 6-week look-aheads with constraint analysis and crew coordination.

5k tokens
Change Order Manager
by datadrivenconstruction

Manage construction change orders from request to approval. Track costs, schedule impacts, and maintain audit trail for dispute prevention.

5k tokens
Resource Allocation Optimizer
by datadrivenconstruction

Optimize construction resource allocation across activities. Level resources, resolve over-allocations, and balance workload while minimizing schedule impact.

5k tokens
Schedule Compression
by datadrivenconstruction

Compress construction schedules using crashing and fast-tracking techniques. Analyze cost-time tradeoffs and find optimal acceleration strategies.

5k tokens
Input Validation
by datadrivenconstruction

Validate construction data inputs before processing: cost estimates, schedules, BIM data, field reports. Catch errors early with domain-specific rules.

5k tokens
XLSX Construction
by datadrivenconstruction

Excel/spreadsheet processing for construction: estimates, schedules, tracking logs, quantity takeoffs. Formulas, formatting, analysis.

2k tokens