Search and install skills from the platform skill library, skill market, or skillhub. Use when the agent needs to find or install a skill to expand its capabilities.
Discover installable agent skills from ctx's shipped Skills.sh catalog, the Skills.sh search API, and the npx skills CLI.
Search and discover OpenClaw skills from various sources. Use when: user wants to find available skills, search for specific functionality, or discover new skills to install.
Discover and rank media sources across platforms for an artist or specific content
Search and download ready-to-print 3D model files (STL/3MF/ZIP) for a concept or specific part by querying Printables (first).
Search markdown files, Nextflow scripts, and config files for TODO/FIXME comments, categorize by priority, and provide actionable recommendations.
Use when the user needs to find a tool, library, skill, MCP server, OSS project, or paid SaaS that solves a specific task.
Analyze the codebase to discover and extract the ubiquitous language. Identify domain terms, their definitions, and how consistently they are used.
Use when user wants to find, look up, or resolve a Telegram user by username, phone number, or ID, or get someone's Telegram profile info.
Pipeline de debug em 3 fases com 5 agentes para caçar bugs num componente e em todos os seus componentes relacionados (hooks, services, edge functions, tabelas).
Open Finder at relevant location. Use when user says open folder, show in Finder, or покажи файл
Manage GitHub project findings — create issues, list open items, or pick up work. Usage: `/finding` (create from the current conversation), `/finding list` (show open), `/finding…
Use when APIs fail repeatedly with version-related errors (method not found, wrong arguments, unknown flag) or when about to use library APIs with uncertain knowledge - g — from…
Detect profitable arbitrage opportunities across CEX, DEX, and cross-chain markets in real-time. Use when scanning for price spreads, finding arbitrage paths, comparing exchange…
Use when the user wants to work with a single radiology finding interactively — checking whether it exists in defs/, adding a synonym to an existing model, or drafting a new…
How to find, evaluate, and recommend the best ingestion method for changelog URLs — covers feed discovery, provider detection, GitHub API, markdown sources, and scraping fallback
Finds similar implementations, usage examples, and existing patterns in the codebase - shows concrete code examples for modeling new work.
Use when reviewing code changes, auditing new features, cleaning up PRs, or user says "find dead code", "find unused code", "check for unnecessary additions", "what can I remove".
Use when auditing a codebase for semantic duplication - functions that do the same thing but have different names or implementations.
Finds and ranks expensive Snowflake queries by cost, time, or data scanned. Use when: (1) User asks to find slow, expensive, or problematic queries (2) Task mentions "query…
Help users build relationships with mentors and sponsors for career growth. Use when someone is looking for career guidance, wants to find a mentor, needs an advocate at work, is…
Use when optimizing existing pages for SEO, hunting low-hanging keyword opportunities, analyzing pages that get impressions in Google Search Console but few clicks, or planning a…
Findity integration. Manage data, records, and automate workflows. Use when the user wants to interact with Findity data.
Track Apple devices and AirTags via FindMy.app on macOS using AppleScript and screen capture.
Findymail integration. Manage Persons, Organizations, Leads, Deals, Pipelines, Activities and more. Use when the user wants to interact with Findymail data.
Automate Findymail tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
에어코리아 기반 미세먼지/초미세먼지를 지역명 또는 위치 힌트로 조회한다. 기본 경로는 k-skill-proxy의 report endpoint다.
Determines whether to fine-tune vs. prompt-engineer, and if fine-tuning is justified, produces dataset requirements, training data format, pre/post eval plan, and cost-benefit…
Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support — from axolotl-ai-cloud/diff-transformer
Use when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks. Invoke for configuring LoRA/QLoRA adapters, preparing JSONL training — from…
Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support — from Orchestra Research
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 to train <1 — from…
Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization — from Orchestra Research
Use when fine-tuning LLMs with TRL — SFT, DPO, PPO, GRPO, reward modeling, RLHF. Triggers: SFT, DPO, GRPO, fine-tune, RLHF, reward model, TRL.
Finerio Connect integration. Manage data, records, and automate workflows. Use when the user wants to interact with Finerio Connect data.
Automate Finerworks tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Use when preparing to fine-tune an LLM for multi-turn conversations, before generating any training data.
Use when generating synthetic training data for multi-turn conversation fine-tuning. Triggers - have design artifacts ready, need to generate conversations, ready to assess…
模型微调服务 | Model Fine-tuning Service. LLM LoRA/QLoRA 微调 | LLM LoRA/QLoRA fine-tuning. 7B/13B 模型微调 | 7B/13B model fine-tuning.
Use when training a fine-tuned model and evaluating improvement over base model. Triggers - have filtered training data, ready to submit training job, need to convert to GGUF.
Model fine-tuning with PyTorch and HuggingFace Trainer. Covers dataset preparation, tokenization, training loops, TrainingArguments, SFTTrainer for instruction tuning, evaluation,…
Selects a base model and fine-tuning technique (SFT, DPO, or RLVR) for the user's use case by querying SageMaker Hub.
Guide for using FinFocus CLI to analyze cloud infrastructure costs. Use when running projected or actual cost commands, interpreting cost output, configuring Pulumi integration,…
Automated FinFocus CLI and plugin setup workflow. Use when installing finfocus, setting up plugins for cloud providers, initializing configuration, bootstrapping a new finfocus…
Identifies binary file characteristics including compiler signatures, version information, and build environment details.
Automate Fingertip tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Finicity integration. Manage data, records, and automate workflows. Use when the user wants to interact with Finicity data.
Use after review-pack has returned `yes` and the user has explicitly signed off on the diff. Presents the user with concrete integration options (merge, PR, keep branch, cleanup)…
Prepare a GitHub issue branch for PR with quality checks, cleanup, and review recommendations.
Manually complete a phase and update phase.md. Use when you want to manually review/edit phase completion, or when auto-detection didn't trigger.
Finish current task. Use when user says "dokonči task", "task hotový", "mergni do main", or runs /finish-task.
End-of-day wrap up - analyzes all work done, creates detailed daily update log, commits all changes, and pushes to remote.
Finalize a PR by cleaning up comments, verifying test coverage, checking README accuracy, tightening type specs, and reviewing the PR title and description.
Finish AgentSpec work intentionally by linking review evidence, completing the task, and rechecking status and outcomes.
Completes feature branch work by rebasing, pushing, monitoring CI, and squash merging to main
Canonical end-of-session finish — fill in the session note sections (What we did / Decided / Learned / Open questions), run `lore finish` to set status=complete, expand…
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured opt — from…
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured opt — from…
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured opt — from…
Final completion discipline including summary generation, plan document updates, and confirmation that all success criteria from the original plan are satisfied.