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C4 Architecture Documentation Workflow
Documentation
Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.
Create PR and check CI status
Development
Creates a pull request from the current branch, links it to an issue, and monitors CI status. Removes the wip label when checks pass.
Engram: Persistent Semantic Memory
Data & AI
Persistent semantic memory for AI agents. Store, search, recall, and forget memories across sessions using Qdrant + FastEmbed.
Foundation Sync (git subtree)
Development
Bidirectional sync between a fork project and Foundation_template using git subtree. Pull canonical skills/agents/lessons into the fork, or push contributions back.
ODK Make/ROBOT Docker Wrapper
Development
Runs Makefile targets and ROBOT/owltools/dosdp-tools commands inside the pinned ODK Docker image for reproducible ontology builds.
Create JPA persistence adapter
Development
Scaffold or update a complete JPA persistence adapter (entity, JPA repository, mapper, and adapter class) for a domain aggregate. Use when asked to create a persistence layer.
Stack a new PR layer
Development
Isolate work discovered mid-feature into a new stacked PR layer branched off the current branch, with its PR targeting the branch below.
Project Plan Creation
Documentation
Create a structured project plan with task tracking and progress percentage.
YouTube Summarizer (NoteGPT Style)
Content
Tool to summarize YouTube videos: extract transcript, generate AI summary, timestamped notes, and key points.
DigitalOcean Infrastructure with Terraform
DevOps
A skill for provisioning DigitalOcean resources like Droplets, VPCs, and firewalls using OpenTofu/Terraform, including cloud-init and best practices.
Pattern Detection & Compression Audit
Testing
Audit the pattern-detection and compression subsystem for round-trip integrity, schema, and parallelism. Verify lossless compression and correct decompression of patterns and references.
GitHub Quantitative Trading Project Analysis
Data & AI
Search and analyze popular quantitative trading projects on GitHub, evaluate their tech stacks and architectures, and provide actionable recommendations for your project.