Agent skills by wshobson, page 3

A skill your agent uses when designing or reviewing a PostgreSQL-specific schema.

wshobson/agents

A skill your agent uses when analyzing a reference PPTX for read-only structure, theme, typography, layout rhythm, diagnostics, derived template catalogs, or safe OOXML package inspection.

wshobson/agents

Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO.

wshobson/agents

Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls.

wshobson/agents

Python background job patterns including task queues, workers, and event-driven architecture.

wshobson/agents

Python configuration management via environment variables and typed settings.

wshobson/agents

Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance.

wshobson/agents

Python error handling patterns including input validation, exception hierarchies, and partial failure handling.

wshobson/agents

Python observability patterns including structured logging, metrics, and distributed tracing.

wshobson/agents

Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators.

wshobson/agents

Python resource management with context managers, cleanup patterns, and streaming.

wshobson/agents

Python type safety with type hints, generics, protocols, and strict type checking.

wshobson/agents

Implement saga patterns for distributed transactions and cross-aggregate workflows.

wshobson/agents

Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls.

wshobson/agents

Set up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13).

wshobson/agents

Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.

wshobson/agents

Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing.

wshobson/agents

Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid.

wshobson/agents

Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A.

wshobson/agents

Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection.

wshobson/agents

Convert evaluation traces and production logs into SFT examples and preference pairs.

wshobson/agents

Fine-tune vision-language models (VLMs) with supervised learning on image+text data.

wshobson/agents

Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags.

wshobson/agents

Analyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps.

wshobson/agents

A skill your agent uses when the user needs a local file converted between common image, audio, video, document, or data formats.

wshobson/agents

A skill your agent uses when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS document, or…

wshobson/agents

A skill your agent uses when reviewing Python code for common anti-patterns to avoid.

wshobson/agents

Python code style, linting, formatting, naming conventions, and documentation standards.

wshobson/agents

Python project organization, module architecture, and public API design.

wshobson/agents

Configure human-in-the-loop gating for AI agent review actions in Claude Code.

wshobson/agents

Scans the codebase to generate project-doc.md and AGENTS.md.

wshobson/agents

Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) via the SocialClaw API.

wshobson/agents

Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, growth efficiency, and cash management.

wshobson/agents

Audit and rewrite prose so it stops reading as machine-generated.

wshobson/agents

Pre-build product and feature risk review for founders, product managers, and AI-assisted builders.

wshobson/agents

Gate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion.

wshobson/agents

A skill your agent uses when preparing the narrative, sources, and design context for a new editable PPTX deck.

wshobson/agents

A skill your agent uses when authoring or repairing a coordinate-explicit JSON specification for an editable PPTX deck.

wshobson/agents

Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8.

wshobson/agents

Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules.

wshobson/agents

A skill your agent uses when validating or repairing an editable PPTX deck for geometry, accessibility, native editability, source lineage, and OOXML package integrity.

wshobson/agents

A skill your agent uses when selecting and placing approved supporting icons, images, SVGs, diagrams, or infographics in an editable PPTX deck.

wshobson/agents

Design composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework popularized by xAI's open-sourced X For You algorithm.

wshobson/agents

A skill your agent uses when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring rules it followed earlier, when conventions drift…

wshobson/agents

A skill your agent uses when a project keeps its state in Superself (a <!-- superself:begin block in AGENTS.md or CLAUDE.md, or self setup resolves the directory to a registered project): read self…

wshobson/agents

A skill your agent uses when making UI/frontend changes guided by visual context, when the user selects elements visually, draws annotations, or provides screenshots alongside change requests.

wshobson/agents