Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: AI & models
8,897 results · page 143 of 297
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purple-teamSkillAI & models
Use when the user wants to automatically harden a guardrail, classifier, content filter, prompt, or API they own by running attack and defense together as a closed loop, not just one or the other. It orchestrates the red-team and blue-team loops as independent agents: red finds distinct failure clas
Ready to connect★ 169
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research-proposalSkillAI & models
Use when the user has a research proposal (problem + proposed methodology + planned experiments) and wants it iteratively strengthened until it clears a passing grade. ScholarEval grades the proposal against the literature (Soundness + Contribution), a Judge scores that feedback 0-100 on a fixed rub
Ready to connect★ 169
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research-questionSkillAI & models
Use when the user has a vague topic or area of interest and wants it sharpened into a few strong, novel, feasible research questions. Drafts candidate questions, scores each against a fixed rubric (Specific, Answerable, Novel, Feasible, Significant) with a light literature/web novelty check, and rev
Ready to connect★ 169
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scientific-figureSkillAI & models
Use when the user has scientific data (or a prompt alluding to scientific data) and wants a publication-quality figure made from it. A generator drafts and renders a figure that lands a frozen communication goal; an adversarial critic critiques it hard and grades it 1-5 per axis against a fixed rubr
Ready to connect★ 169
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tournament-autoresearchSkillAI & models
Use when the user wants an autonomous ML research loop that pressure-tests competing ideas before spending compute — several research subagents each propose one architecture change, a self-calibrating Judge critiques them against a rubric, the proposers refine, and the Judge picks the single change
Ready to connect★ 169
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forward-implementation-firstSkillAI & models
Keeps an agent building and validating real output instead of servicing its own bookkeeping. Use for multi-stage pipelines, capability roadmaps, long-running implementation loops, migrations, staged data or build runs, and any run where administrative hashes, locks, receipts, dashboards, certificati
Ready to connect★ 169
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codebase-intelSkillAI & models
Unified codebase intelligence. Handles all questions about structure, logic, risk, and dependencies. Combines natural-language Q&A with deterministic lookups and pre-edit blast radius checks.
Ready to connect★ 168
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creating-superfans-hodakSkillAI & models
Apply Brittany Hodak's SUPER Model for customer loyalty, referrals, word of mouth, personalization, service recovery, and scalable customer experience.
Ready to connect★ 167
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module-audit-agentSkillAI & models
Use when asked to audit a module, check its health, or assess whether it should be refactored. Runs structural query, risk check, and test generation automatically.
Ready to connect★ 168
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munger-mental-models-worldly-wisdomSkillAI & models
Apply Charlie Munger mental models to investments, decisions, and bias diagnosis. Trigger on Munger checklist or spot biases.
Ready to connect★ 167
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onboard-dev-agentSkillAI & models
Use when a dev is new to the project, asks for an overview, or wants to get oriented quickly. Fills graph gaps then runs a guided codebase interview.
Ready to connect★ 168
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query-loop-implementationSkillAI & models
Implement a production-ready LLM query loop / agent loop for AI applications. Use this skill whenever the user wants to add tool calling, ReAct-style reasoning-action-observation cycles, function calling loops, query engines, agent runtimes, tool_result feedback, max-turn exits, or Claude Code-like
Ready to connect★ 167
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disease-reversal-predictionSkillAI & models
Predict a molecule's ability to reverse disease states using DLEPS (Disease-Ligand Embedding Projection Score) for drug repositioning and discovery.
Ready to connect★ 167
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quark-skill-creatorSkillAI & models
Author or restructure a Quark Agent Skill so it conforms to this project's template, contracts, and layer rules. Use when a maintainer says "create a new skill", "add a skill for X", "scaffold a skill", "draft a SKILL.md", or when an existing skill needs a structural rewrite to match the format cont
Ready to connect★ 167
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quark-torch-eval-runnerSkillAI & models
Manually verify that the Quark Agent Skills system behaves correctly across the four contract categories (routing, planning, artifact, recovery). Use when maintainers need to confirm that routing, planning, artifact generation, or error recovery skills still work as expected. Trigger for "verify the
Ready to connect★ 167
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quark-torch-llm-ptq-workflowSkillAI & models
Torch LLM PTQ workflow for AMD Quark — from model selection to quantized output. Use when the user wants a complete PTQ pipeline: model inspection, quantization planning, script generation, and optional execution. Stops at the quantized output. Trigger for "quantize my model", "run PTQ", "run model
Ready to connect★ 167
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quark-torch-quant-planSkillAI & models
Build a Quark Torch LLM PTQ quantization plan from model analysis and user intent. Use when the user needs quantization scheme recommendations, exclusion lists, algorithm selection, KV cache decisions, per-layer overrides, or a draft quant_plan. Trigger for "quantize with FP8", "what scheme should I
Ready to connect★ 167
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quark-torch-skill-syncSkillAI & models
Detect upstream Quark changes that affect the skill system and classify required updates. Use when Quark docs, CLI flags, quantization templates, model support, or source behavior may have drifted from the skill contracts. Trigger for "check if skills are up to date", "sync skills with Quark", "has
Ready to connect★ 167
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roundtableSkillAI & models
Convene a roundtable of sub-agents that debate a decision or proposal from opposing perspectives — parallel independent statements, anonymous cross-review, then a chaired verdict reporting consensus and dissent.
Ready to connect★ 165
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skill-generalizerSkillAI & models
Use when turning local, private, or personal Agent Skills into publishable skills for GitHub, marketplaces, teams, or public sharing, especially when private paths, personal habits, credentials, internal hosts, or user-specific context must be removed.
Ready to connect★ 167
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skill-minerSkillAI & models
Use when mining coding-agent session history, archived transcripts, memories, or repeated local work to discover recurring workflows that should become new Agent Skills.
Ready to connect★ 167
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skill-personalizerSkillAI & models
Use when auditing or adapting newly created, downloaded, forked, installed, or community Agent Skills to the user's tools, habits, directories, session history, and preferred workflows, especially when triggers feel wrong, noisy, or too generic.
Ready to connect★ 167
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to-goalSkillAI & models
Turn an approved spec, agent-ready ticket, tracker frontier, or partially implemented ticket into a verifiable execution goal without re-interviewing the user. Use after to-tickets or triage, before starting a fresh implementation session; use --all only for an explicitly requested cross-ticket goal
Ready to connect★ 165
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ai-product-managerSkillAI & models
Elite AI Product Manager skill with expertise in AI product strategy, LLM product development, ML feature prioritization, AI ethics and fairness. Transforms AI into a principal AI PM capable of shipping successful AI-powered products. Use when: ai-product, product-management, llm-products, ai-strate
Ready to connect★ 166
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ai-safety-researcherSkillAI & models
Expert AI Safety Researcher with deep specialization in LLM alignment, Constitutional AI, RLHF/DPO, red-teaming, interpretability, and safety evaluation frameworks
Ready to connect★ 166
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autoresearchSkillAI & models
AI autonomous research agent for LLM training optimization using opencode as the agent. The agent autonomously modifies train.py, runs experiments, evaluates val_bpb, and iterates to find the best model. Use when: "run autoresearch", "start experiment", "train model", "autonomous research", "optimiz
Ready to connect★ 166
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llm-research-scientistSkillAI & models
Expert-level LLM Research Scientist with deep knowledge of transformer architectures, RLHF, DPO, Constitutional AI, alignment research, evaluation benchmarks, and scaling laws
Ready to connect★ 166
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llm-training-engineerSkillAI & models
Expert LLM Training Engineer with 6+ years of experience in large-scale model pre-training, fine-tuning, alignment, and efficient inference. Use when building, training, or optimizing large language models. Triggers: "llm training", "pre-training", "fine-tuning", "RLHF", "loss spike", "LoRA", "FSDP"
Ready to connect★ 166
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simulation-platform-engineerSkillAI & models
Expert-level Simulation Platform Engineer specializing in autonomous driving simulation, scenario generation, sensor model validation, and large-scale regression testing pipelines. Expert-level Simulation Platform Engineer specializing in autonomous driving... Use when: autono...
Ready to connect★ 166
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exportSkillAI & models
Extract your persona into CLAUDE.md or AGENTS.md for use in any AI agent
Ready to connect★ 162
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
53,788 of the 54,220 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.