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Multi-Plasticity Synergy for SNN Training
Data & AI
A brain-inspired SNN training framework integrating multiple synergistic plasticity mechanisms to enable collaborative modulation of information accumulation while maintaining independent update dynamics for each algorithm.
Ad Copy Generator
Content
Creates platform-specific ad copy for paid campaigns with A/B variants.
Ledger Append Etiquette
Development
Serialize and union-resolve appends to shared ledger/manifest/coordination files to avoid collisions and CI failures.
Shader SDFs
Development
Signed Distance Functions (SDFs) in GLSL for 2D/3D primitives, boolean ops, smooth blending, and raymarching. Ideal for procedural shapes and raymarched scenes.
Gastown Operator
DevOps
Kubernetes operator for Gas Town multi-agent orchestration with kubectl-gt CLI and YAML templates.
Devtool User Map
Documentation
Maps developer-facing product stakeholders: users, buyers, champions, contributors, and operators. Research output requires approval before writing.
Create GitHub Pull Request
Development
Analyzes branch changes and creates a Pull Request using the project's PR template.
AGR: Artificial General Research
Development
Autonomous iterative optimization framework for Claude Code. Generalizes Karpathy's autoresearch to any measurable problem with variance-aware acceptance and fresh-context-per-iteration.
Security Vulnerability Review
Security
Reviews code for security vulnerabilities including authentication, injection, and data exposure. Provides severity ratings and remediation advice.
Prepare a handoff summary
Documentation
Review Git logs, recent file changes, and pipeline status to produce a plain-language summary of changes and open questions, then write to a handoff file.
Angular Spec Auditor
Testing
Independently audit Angular spec files against the project's migration guidelines.
Application Monitoring
DevOps
Monitor application health, resource usage, and service availability after deployment.