By waybarrios

Verify or select a SageMaker execution role before creating models, endpoints, or training jobs.

waybarrios/opencode-power-pack

Train or fine-tune language models with TRL or Unsloth on Hugging Face Jobs, including SFT, DPO, GRPO, reward models, and GGUF conversion.

waybarrios/opencode-power-pack

Train object-detection, image-classification, or SAM segmentation models on Hugging Face Jobs.

waybarrios/opencode-power-pack

Run CodeQL database creation and security queries, add data-extension models, or process CodeQL SARIF.

waybarrios/opencode-power-pack

Run Semgrep static analysis across a codebase, optionally using Semgrep Pro for cross-file taint analysis.

waybarrios/opencode-power-pack

Detects fail-open insecure defaults (hardcoded secrets, weak auth, permissive security) that allow apps to run insecurely in production.

waybarrios/opencode-power-pack

Train or fine-tune SentenceTransformer bi-encoders, CrossEncoder rerankers, or SparseEncoder models, including losses, negatives, evaluation, distillation, LoRA, and Matryoshka.

waybarrios/opencode-power-pack

Find similar vulnerabilities and bugs across codebases using pattern-based analysis.

waybarrios/opencode-power-pack

Audit and improve project-rules files (AGENTS.md, CLAUDE.md, .agents/instructions, local overrides) so the agent keeps accurate project context.

waybarrios/opencode-power-pack

Performs security-focused differential review of code changes (PRs, commits, diffs).

waybarrios/opencode-power-pack

Implement a production SageMaker endpoint with autoscaling, CloudWatch alarms, and tags.

waybarrios/opencode-power-pack

Select and verify the current region-specific serving container URI for a SageMaker model deployment.

waybarrios/opencode-power-pack

Build, deploy, debug, or maintain a Hugging Face Space using Gradio, Docker, or Static SDKs.

waybarrios/opencode-power-pack

Train and fine-tune transformer language models using TRL (Transformers Reinforcement Learning).

waybarrios/opencode-power-pack

Turn one confirmed security finding into a disclosure-ready GitHub advisory with root cause, proof of concept, impact, and source evidence.

waybarrios/opencode-power-pack

Run Hugging Face models in JavaScript or TypeScript with Transformers.js, WebGPU, or WASM across browser, Node.js, Bun, and Deno.

waybarrios/opencode-power-pack

Capture learnings from the current session into the project-rules file (AGENTS.md, CLAUDE.md, or local override) so future sessions benefit.

waybarrios/opencode-power-pack

Review a pull request or a set of code changes for bugs, logic errors, and project-convention violations using a confidence-filtered, multi-agent process.

waybarrios/opencode-power-pack

Review code for bugs, logic errors, security vulnerabilities, code quality issues, and adherence to project conventions, using confidence-based filtering to report only high-priority issues that…

waybarrios/opencode-power-pack

Guide a feature implementation through a structured seven-phase workflow with deep codebase understanding, clarifying questions, parallel architecture design, and quality review.

waybarrios/opencode-power-pack

Find and compare recommended Hugging Face models for a task using benchmarks, model size, and device constraints.

waybarrios/opencode-power-pack

Perform a focused security review of pending git changes to identify high-confidence security vulnerabilities with real exploitation potential.

waybarrios/opencode-power-pack

Create new skills (SKILL.md files), modify and improve existing skills, and design skill descriptions for accurate triggering.

waybarrios/opencode-power-pack

Design a feature architecture by analyzing existing codebase patterns and conventions, then provide a comprehensive implementation blueprint with specific files to create or modify, component…

waybarrios/opencode-power-pack

Deeply analyze an existing codebase feature by tracing execution paths, mapping architecture layers, understanding patterns and abstractions, and documenting dependencies.

waybarrios/opencode-power-pack

Agents should invoke this skill for code reviews, linting/formatting setup, maintainability checks, complexity concerns, warning cleanup, coding standards, or quality gates in Rust, TypeScript…

waybarrios/opencode-power-pack

Agents should invoke this skill when choosing patterns, designing traits/interfaces/components, deciding abstraction boundaries, evaluating dependency injection/callbacks, or comparing…

waybarrios/opencode-power-pack

Plan and coordinate a model deployment to Amazon SageMaker, including serving stack and real-time versus async inference.

waybarrios/opencode-power-pack

Rewrite AI-generated copy in Spanish and English so it sounds direct, concrete and human while preserving meaning, facts and numbers exactly.

waybarrios/opencode-power-pack

Guide the creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.

waybarrios/opencode-power-pack

Agents should invoke this skill for academic or technical papers, arXiv/PubMed/IEEE/ACM links, PDFs, methodology review, limitations, practical implications, or extracting findings for engineering…

waybarrios/opencode-power-pack

Operational rubric that turns "don't make AI slop" into observable properties, severity levels, evidence requirements, and repair actions for interface design.

waybarrios/opencode-power-pack