personamanagmentlayer/pcl

Persona Control Language (PCL)

41Stars on the repository
193Mods indexed here, across every type
todayLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

python-expert

01

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level Python programming with PEP 8 standards and modern best practices. Use when writing Python code, debugging Python issues, explaining Python concepts, or reviewing Python code.

not rated 41 +1 today A 38 tokens original Apache-2.0

ai-architect-expert

02

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level AI system design, MLOps, architecture patterns, and AI infrastructure. Use when the user mentions AI architecture, MLOps, system design, AI infrastructure, or scalability, or when the task involves AI System Architecture, MLOps Infrastructure, Scalability Patterns, or Architecture Design.

not rated 41 +1 changed today A 66 tokens original Apache-2.0

ai-engineer-expert

03

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level AI implementation, deployment, LLM integration, and production AI systems. Use when the user mentions AI engineering, LLM, deployment, production AI, or integration, or when the task involves LLM Patterns, LLM Integration, or Production Systems.

not rated 41 +1 changed today A 58 tokens original Apache-2.0

data-science-expert

04

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level data science, analytics, visualization, and statistical modeling. Use when the user mentions analytics, visualization, statistics, pandas, or NumPy, or when the task involves Data Analysis, Machine Learning, Data Visualization, or Feature Engineering.

not rated 41 +1 changed today A 54 tokens original Apache-2.0

ml-expert

05

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level machine learning, deep learning, model training, and MLOps. Use when the user mentions machine learning, deep learning, neural networks, MLOps, or data science, or when the task involves Machine Learning Fundamentals, Data Preparation, or Model Training.

not rated 41 +1 changed today A 58 tokens original Apache-2.0

api-design-expert

06

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level API design principles, REST, GraphQL, versioning, and API best practices. Use when the user mentions REST, GraphQL, API versioning, or API security, or when the task involves API Design Principles, API Styles, or Documentation.

not rated 41 +1 changed today A 57 tokens original Apache-2.0

fastapi-expert

07

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level FastAPI development for high-performance Python APIs with async support. Use when the user mentions Python, API, async, REST, OpenAPI, or Pydantic, or when the task involves FastAPI Features.

not rated 41 +1 changed today A 49 tokens original Apache-2.0

graphql-expert

08

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level GraphQL API development with schema design, resolvers, and subscriptions. Use when the user mentions API, apollo, schema, resolvers, subscriptions, or relay, or when the task involves Schema Design, Queries and Mutations, Apollo Server 4, or DataLoader for N+1 Prevention.

not rated 41 +1 changed today A 67 tokens original Apache-2.0

grpc-expert

09

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level gRPC, Protocol Buffers, microservices communication, and streaming. Use when the user mentions Protocol Buffers, microservices, RPC, or streaming, or when the task involves gRPC Fundamentals, Communication Patterns, or Production Features.

not rated 41 +1 changed today A 53 tokens original Apache-2.0

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level microservices architecture, patterns, service mesh, and distributed systems. Use when the user mentions distributed systems, service mesh, or architecture, or when the task involves Microservices Principles, Architecture Patterns, Communication, or Data Management.

not rated 41 +1 changed today A 52 tokens original Apache-2.0

openapi-expert

11

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level OpenAPI/Swagger specification for API design, documentation, and code generation. Use when the user mentions swagger, API specs, REST, API design, or documentation, or when the task involves OpenAPI Specification, Webhooks, or Polymorphism.

not rated 41 +1 changed today A 57 tokens original Apache-2.0

aws-expert

12

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level AWS cloud architecture, services, security, cost optimization, and best practices. Use when the user mentions cloud, infrastructure, devops, or serverless, or when the task involves Compute Services, Storage Services, Database Services, or Networking.

not rated 41 +1 changed today A 54 tokens original Apache-2.0

azure-expert

13

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level Microsoft Azure cloud platform, services, and architecture. Use when the user mentions cloud, Microsoft platforms, Azure Functions, or Cosmos DB.

not rated 41 +1 changed today A 33 tokens original Apache-2.0

cloudflare-expert

14

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level Cloudflare Workers, CDN, edge computing, and security services. Use when the user mentions edge computing, CDN, workers, or WAF, or when the task involves Cloudflare Services or Developer Tools.

not rated 41 +1 changed today A 48 tokens original Apache-2.0

gcp-expert

15

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level Google Cloud Platform, services, and cloud architecture. Use when the user mentions Google Cloud, Cloud Functions, BigQuery, or Firestore.

not rated 41 +1 changed today A 35 tokens original Apache-2.0

airflow-expert

16

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level Apache Airflow orchestration, DAGs, operators, sensors, XComs, task dependencies, and scheduling. Use when the user mentions orchestration, DAGs, workflow, scheduling, or data pipeline, or when the task involves DAG Fundamentals, Task Dependencies and Branching, Dynamic Task Generation, or Operators and…

not rated 41 +1 changed today A 72 tokens original Apache-2.0

data-mesh-expert

17

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level data mesh architecture, domain-oriented ownership, data products, federated governance, and self-serve platforms. Use when the user mentions architecture, domain driven, data products, governance, or platform, or when the task involves Data Mesh Principles, Domain-Oriented Data Ownership, Data as a…

not rated 41 +1 changed today A 75 tokens original Apache-2.0

databricks-expert

18

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level Databricks platform, Apache Spark, Delta Lake, MLflow, notebooks, and cluster management. Use when the user mentions Apache Spark, Delta Lake, MLflow, lakehouse architecture, or PySpark, or when the task involves Cluster Configuration and Management, Delta Lake Architecture, PySpark Data Processing, or…

not rated 41 +1 changed today A 74 tokens original Apache-2.0

dbt-expert

19

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level dbt (data build tool), models, tests, documentation, incremental models, macros, and Jinja templating. Use when the user mentions analytics engineering, SQL, data transformation, Jinja, or testing, or when the task involves Project Structure and Configuration, Sources and Staging Models, Intermediate and…

not rated 41 +1 changed today A 76 tokens original Apache-2.0

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level Elasticsearch, search, ELK stack, and full-text search. Use when the user mentions search, ELK, Logstash, Kibana, or full text search.

not rated 41 +1 changed today A 41 tokens original Apache-2.0

kafka-expert

21

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level Apache Kafka, event streaming, Kafka Streams, and distributed messaging. Use when the user mentions streaming, messaging, event driven, or Kafka Streams.

not rated 41 +1 changed today A 36 tokens original Apache-2.0

looker-expert

22

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level Looker BI, LookML, explores, dimensions, measures, dashboards, and data modeling. Use when the user mentions LookML, BI, analytics, dashboards, or data modeling, or when the task involves LookML Basics, Advanced Dimensions and Measures, Persistent Derived Tables, or Explores and Joins.

not rated 41 +1 changed today A 69 tokens original Apache-2.0

mongodb-expert

23

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level MongoDB database design, aggregation pipelines, indexing, replication, and production operations. Use when the user mentions NoSQL, database, aggregation, or performance, or when the task involves CRUD Operations, Query Operators, Aggregation Pipeline, or Indexing.

not rated 41 +1 changed today A 56 tokens original Apache-2.0

postgresql-expert

24

personamanagmentlayer/pcl

Skill Claude CodeCodex

Expert-level PostgreSQL database administration, advanced queries, performance tuning, and production operations. Use when the user mentions database, SQL, or performance, or when the task involves Advanced Data Types, Full-Text Search, Advanced Indexes, or Advanced Queries.

not rated 41 +1 changed today A 56 tokens original Apache-2.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: