peft-fine-tuning
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need…
Find an Agent Skill for your task. Read the guide and copy the install command.
Updated 11-04 00:13
244,777 results
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need…
Patterns for DeFi market analysis, screening, and comparison using DefiLlama MCP tools. Covers valuation ratios (P/S, P/F), growth screening with pct_change…
Protocol and DeFi risk evaluation covering hack history, oracle dependencies, treasury health, TVL concentration, and yield sustainability. Use when the user…
Analyze WPILOG log files from FRC robots using the wpilog-parser library with TypeScript.
Reviews task implementation for quality, code standards, and test coverage. Use when task is in To Review. Sets task Done or To Rework.
Executes test tasks (label 'tests') through Todo to To Review with risk-based limits. Use for test task execution. Not for implementation tasks.
Scaffolds new or restructures existing projects to Clean Architecture. Use when setting up project structure.
Scaffolds new React projects or restructures monoliths to component-based architecture. Use when setting up frontend structure.
Sets up test infrastructure with Vitest, xUnit, and pytest. Use when adding testing frameworks and sample tests to a project.
Evaluate UX/UI using Don Norman's 7 fundamental design principles from The Design of Everyday Things. Audit discoverability, affordances, signifiers, feedback,…
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.
Airtable REST API via curl. Records CRUD, filters, upserts.
Detect hardcoded credentials, API keys, tokens, and secrets in source code and configuration files. Use when reviewing code for leaked secrets before…
Best practices for building UI components with shadcn/ui. Use when creating, customizing, or styling components with shadcn, working with Radix UI primitives,…
Inspects PostHog Visual Review (VR) runs that gate PR merges with screenshot regression checks. Use when the user mentions "visual review", "VR", "snapshot…
Resume generation and optimization tool. Supports two modes: generating a brand-new resume from scratch (collecting information through structured dialogue), or optimizing an existing resume (reading the existing resume and then improving it). Outputs in both HTML + PDF formats, with professional layout, strictly within two pages. Supports bilingual resume generation in Chinese and English. Triggered when the user mentions the following keywords: generate resume, write resume, make resume, resume creation, optimize resume, revise resume, resume beautification, resume…
Create detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios
Stellar standards, ecosystem, and reference. Covers SEPs (Stellar Ecosystem Proposals), CAPs (Core Advancement Proposals), and a quick map for picking the…
Python OpenTelemetry style: module-scope tracers/meters, decorators for bounded work, error spans, logs, and no wrappers.
Supabase Edge Function observability style: tiny provider-neutral OTel-shaped shim, OTLP export config, traces/logs/metrics, and LLM cost metrics.
Onboard a project to Superlog by installing OpenTelemetry traces, logs, and metrics across every app and service in the repo. Triggers on requests like…
Implements the Syncfusion Blazor Rich Text Editor (SfRichTextEditor) from Syncfusion.Blazor.RichTextEditor. Supports HTML, Markdown, and IFrame editor modes.…
Financial analysis expertise for financial modeling (DCF, LBO, M&A), valuation, financial statement analysis, capital allocation, treasury management, and corporate finance decisions. Use when building financial models, analyzing statements, or making investment decisions.
Run Umbraco backoffice with mocked APIs for visual extension testing