GitHub user
Agent skills by waybarrios
- skills
- 32
- repository
- 1
Repositories by waybarrios
Skills by waybarrios, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Verify or select a SageMaker execution role before creating models, endpoints, or training jobs. | waybarrios/ | 533 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | Train or fine-tune language models with TRL or Unsloth on Hugging Face Jobs, including SFT, DPO, GRPO, reward models, and GGUF conversion. | waybarrios/ | 533 | — | ~3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | Train object-detection, image-classification, or SAM segmentation models on Hugging Face Jobs. | waybarrios/ | 533 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | 4.Codeql Run CodeQL database creation and security queries, add data-extension models, or process CodeQL SARIF. | waybarrios/ | 533 | 2 repos | ~3.7k | Automated safety check: Pass | MIT | yesterday |
| 5 | 5.Semgrep Run Semgrep static analysis across a codebase, optionally using Semgrep Pro for cross-file taint analysis. | waybarrios/ | 533 | — | ~2.4k | Automated safety check: Pass | MIT | yesterday |
| 6 | Detects fail-open insecure defaults (hardcoded secrets, weak auth, permissive security) that allow apps to run insecurely in production. | waybarrios/ | 533 | 2 repos | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 7 | Train or fine-tune SentenceTransformer bi-encoders, CrossEncoder rerankers, or SparseEncoder models, including losses, negatives, evaluation, distillation, LoRA, and Matryoshka. | waybarrios/ | 533 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | Find similar vulnerabilities and bugs across codebases using pattern-based analysis. | waybarrios/ | 533 | 5 repos | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 9 | Audit and improve project-rules files (AGENTS.md, CLAUDE.md, .agents/instructions, local overrides) so the agent keeps accurate project context. | waybarrios/ | 533 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 10 | Performs security-focused differential review of code changes (PRs, commits, diffs). | waybarrios/ | 533 | 5 repos | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 11 | Implement a production SageMaker endpoint with autoscaling, CloudWatch alarms, and tags. | waybarrios/ | 533 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | Select and verify the current region-specific serving container URI for a SageMaker model deployment. | waybarrios/ | 533 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 13 | 13.Trl Training Train and fine-tune transformer language models using TRL (Transformers Reinforcement Learning). | waybarrios/ | 533 | 3 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | Build, deploy, debug, or maintain a Hugging Face Space using Gradio, Docker, or Static SDKs. | waybarrios/ | 533 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 15 | 15.Vuln Report Turn one confirmed security finding into a disclosure-ready GitHub advisory with root cause, proof of concept, impact, and source evidence. | waybarrios/ | 533 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | yesterday |
| 16 | Run Hugging Face models in JavaScript or TypeScript with Transformers.js, WebGPU, or WASM across browser, Node.js, Bun, and Deno. | waybarrios/ | 533 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 17 | Capture learnings from the current session into the project-rules file (AGENTS.md, CLAUDE.md, or local override) so future sessions benefit. | waybarrios/ | 533 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 18 | 18.Code Review 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/ | 533 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 19 | 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/ | 533 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 20 | 20.Feature Dev Guide a feature implementation through a structured seven-phase workflow with deep codebase understanding, clarifying questions, parallel architecture design, and quality review. | waybarrios/ | 533 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | Find and compare recommended Hugging Face models for a task using benchmarks, model size, and device constraints. | waybarrios/ | 533 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 22 | Perform a focused security review of pending git changes to identify high-confidence security vulnerabilities with real exploitation potential. | waybarrios/ | 533 | — | ~4.1k | Automated safety check: Pass | MIT | yesterday |
| 23 | Create new skills (SKILL.md files), modify and improve existing skills, and design skill descriptions for accurate triggering. | waybarrios/ | 533 | — | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 24 | 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/ | 533 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | Deeply analyze an existing codebase feature by tracing execution paths, mapping architecture layers, understanding patterns and abstractions, and documenting dependencies. | waybarrios/ | 533 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 26 | 26.Code Quality 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/ | 533 | — | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 27 | Agents should invoke this skill when choosing patterns, designing traits/interfaces/components, deciding abstraction boundaries, evaluating dependency injection/callbacks, or comparing… | waybarrios/ | 533 | — | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 28 | Plan and coordinate a model deployment to Amazon SageMaker, including serving stack and real-time versus async inference. | waybarrios/ | 533 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 29 | 29.Humanizer Rewrite AI-generated copy in Spanish and English so it sounds direct, concrete and human while preserving meaning, facts and numbers exactly. | waybarrios/ | 533 | — | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 30 | 30.MCP Builder Guide the creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. | waybarrios/ | 533 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 31 | 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/ | 533 | — | ~951 | Automated safety check: Pass | MIT | yesterday |
| 32 | 32.AI Slop Operational rubric that turns "don't make AI slop" into observable properties, severity levels, evidence requirements, and repair actions for interface design. | waybarrios/ | 533 | — | ~3.6k | Automated safety check: Pass | MIT | yesterday |
Questions, answered from the data.
What is the best skill by waybarrios?
Hf Cloud Sagemaker Iam Preflight from waybarrios/opencode-power-pack ranks first of the 32 skills by waybarrios listed here, with the highest score: its repository has 533 GitHub stars, its SKILL.md loads about 1.6k tokens and it passes the automated safety check with no findings. Next come Huggingface LLM Trainer and Huggingface Vision Trainer.
Are waybarrios's skills official?
None yet. All 32 skills by waybarrios listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.