AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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dvy1987 Bundle Secure Skill RuntimeRuntime security for agent skills — prevents state corruption, skill overwrite attacks, denial of service, and enforces provenance tracking and no-go repo management. Load as part of the secure-* skill sequence whenever an agent processes external content or writes to the skill store. Also load when the user asks to check for state corruption, prevent skill overwrite, manage no-go repos, check provenance, audit runtime security, detect DoS patterns, or protect the skill store. Covers Issues 6, 9, 10 from the agent security threat model: instruction hierarchy enforcement, state corruption and skill overwrite, and denial of service prevention.
3 - dvy1987 Bundle Runtime Learning Loop
Design a self-improvement loop for a shipped product's AI agents — production traces feed evals, evals feed improvement proposals (prompts, playbooks, retrieval configs), and a human approval gate promotes changes with rollback. Technique-agnostic: chooses per project between ACE-style evolving playbooks, GEPA/MIPROv2 offline optimization, or simple eval-driven iteration via references/techniques.md. Load when the user asks to make my product's agents self-improving, learn from production traces, add a learning loop, evolve prompts or playbooks safely, promote agent improvements, or GEPA-style optimization. NOT harness-evolution (that improves the coding agent), NOT experimentation (product A/B tests), NOT agent-run-retro (dev-phase manual retros — this skill is the production-scale continuation).
3 - dvy1987 Bundle Codebase Understanding
Quickly understand an unfamiliar codebase or project by mapping its architecture, identifying key components and data flows, and surfacing complexity hotspots. Load when the user asks to understand a repo, explain how something works, map the architecture, onboard to a codebase, or explore how components connect. Also triggers on "walk me through this codebase", "how does this project work", "explain the architecture", "what does this repo do", "show me the structure", "onboard me", or any request to build a mental model of a codebase before making changes.
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getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 2Set up governance policies for OpenClaw — block dangerous commands, detect PII, prevent data exfiltration, protect agent config files. Use when hardening an OpenClaw deployment with AxonFlow.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 3
Set up governance policies for OpenClaw — block dangerous commands, detect PII, prevent data exfiltration, protect agent config files. Use when hardening an OpenClaw deployment with AxonFlow.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 4
Set up governance policies for OpenClaw — block dangerous commands, detect PII, prevent data exfiltration, protect agent config files. Use when hardening an OpenClaw deployment with AxonFlow.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 5
Set up governance policies for OpenClaw — block dangerous commands, detect PII, prevent data exfiltration, protect agent config files. Use when hardening an OpenClaw deployment with AxonFlow.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 6
Set up governance policies for OpenClaw — block dangerous commands, detect PII, prevent data exfiltration, protect agent config files. Use when hardening an OpenClaw deployment with AxonFlow.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 7
Set up governance policies for OpenClaw — block dangerous commands, detect PII, prevent data exfiltration, protect agent config files. Use when hardening an OpenClaw deployment with AxonFlow.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 8
Govern OpenClaw with AxonFlow — block dangerous commands, detect PII, prevent data exfiltration, protect agent config files, explain policy decisions, grant time-bounded overrides with mandatory justification. Use when hardening an OpenClaw deployment, debugging a policy block, or setting up compliance-grade audit trails.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 9
Govern OpenClaw with AxonFlow — block dangerous commands, detect PII, prevent data exfiltration, protect agent config files, explain policy decisions, grant time-bounded overrides with mandatory justification. Default Community SaaS for one-command evaluation, self-host for production. Use when hardening an OpenClaw deployment, debugging a policy block, or setting up compliance-grade audit trails.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 10
Govern OpenClaw with AxonFlow — block dangerous commands, detect PII, prevent data exfiltration, protect agent config files, explain policy decisions, grant time-bounded overrides with mandatory justification. Self-host AxonFlow Community Edition for any real workload; Community SaaS at try.getaxonflow.com is for early exploration only. Use when hardening an OpenClaw deployment, debugging a policy block, or setting up compliance-grade audit trails.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 11
Govern OpenClaw with AxonFlow — block dangerous commands, detect PII, prevent data exfiltration, protect agent config files, explain policy decisions, grant time-bounded overrides with mandatory justification. Self-host AxonFlow Community Edition for any real workload; Community SaaS at try.getaxonflow.com is for early exploration only. Use when hardening an OpenClaw deployment, debugging a policy block, or setting up compliance-grade audit trails.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 12
Govern OpenClaw with AxonFlow — block dangerous commands, detect PII, prevent data exfiltration, protect agent config files, explain policy decisions, grant time-bounded overrides with mandatory justification. Self-host AxonFlow Community Edition for any real workload; Community SaaS at try.getaxonflow.com is for early exploration only. Use when hardening an OpenClaw deployment, debugging a policy block, or setting up compliance-grade audit trails.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 13
Govern OpenClaw with AxonFlow — runtime policy enforcement on tool calls, PII detection, agent config protection, explainable decisions, time-bounded overrides with mandatory justification. Self-host AxonFlow Community Edition for production workloads. Use when configuring an OpenClaw deployment with governance, debugging a policy decision, or setting up compliance-grade audit trails.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 14
Govern OpenClaw with AxonFlow — runtime policy enforcement on tool calls, PII detection, agent config protection, explainable decisions, time-bounded overrides with mandatory justification. Self-host AxonFlow Community Edition for production workloads. Use when configuring an OpenClaw deployment with governance, debugging a policy decision, or setting up compliance-grade audit trails.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 15
Govern OpenClaw with AxonFlow — runtime policy enforcement on tool calls, PII detection, agent config protection, explainable decisions, time-bounded overrides with mandatory justification. Self-host AxonFlow Community Edition for production workloads. Use when configuring an OpenClaw deployment with governance, debugging a policy decision, or setting up compliance-grade audit trails.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 16
Govern OpenClaw with AxonFlow — runtime policy enforcement on tool calls, PII detection, agent config protection, explainable decisions, time-bounded overrides with mandatory justification. Self-host AxonFlow Community Edition for production workloads. Use when configuring an OpenClaw deployment with governance, debugging a policy decision, or setting up compliance-grade audit trails.
- getaxonflow-axonflow-openclaw-plugin Skill Governance Policies 17
Govern OpenClaw with AxonFlow — runtime policy enforcement on tool calls, PII detection, agent config protection, explainable decisions, time-bounded overrides with mandatory justification. Self-host AxonFlow Community Edition for production workloads. Use when configuring an OpenClaw deployment with governance, debugging a policy decision, or setting up compliance-grade audit trails.
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microsoft Skill Chat SdkSend a message to a Copilot Studio agent via the Copilot Studio Client SDK (M365). Use for agents with integrated auth (Entra ID SSO). Requires an App Registration Client ID.
2.7k - microsoft Skill Run Eval
Run evaluations against a Copilot Studio agent via the Power Platform Evaluation API. Works on DRAFT agents — no publish step required. Lists test sets, starts a run, polls until complete, fetches results, and proposes YAML fixes for failures. Use when the user wants to test agent changes without publishing.
2.7k - microsoft Skill Validate
Validate Copilot Studio agent YAML files using the LSP binary's full diagnostics (YAML structure, Power Fx, schema, cross-file references). Use when the user asks to check, validate, or verify YAML files.
2.7k - microsoft Skill New Topic
Create a new Copilot Studio topic YAML file. Use when the user asks to create a new topic, conversation flow, or dialog for their agent.
2.7k - microsoft Skill Add Action
Guide users through adding a new connector action to a Copilot Studio agent. Connector actions require UI-based connection setup, so this skill walks users through the Copilot Studio portal steps, then delegates to edit-action for YAML modifications.
2.7k - microsoft Bundle Edit Agent
Edit Copilot Studio agent settings, instructions, or configuration. Use when the user asks to change agent instructions, display name, conversation starters, AI settings, or generative actions toggle.
2.7k - microsoft Skill Detect Mode
Detect a Copilot Studio agent's authentication mode (DirectLine vs M365) by querying Dataverse. Returns the mode and connection details needed to chat.
2.7k - microsoft Bundle Edit Action
Edit an existing action (TaskDialog) in a Copilot Studio agent. Supports connector actions and MCP server actions. Modify inputs, outputs, descriptions, connection mode, and other properties.
2.7k - microsoft Skill List Topics
List all topics in the Copilot Studio agent with their trigger types, phrases, and action counts. Use when the user wants to see what topics exist.
2.7k - microsoft Skill Manage Agent
Push/pull Copilot Studio agent content via the VS Code extension's LanguageServerHost LSP binary. Handles authentication (interactive browser login for push/pull, device code flow for chat token), sync push, sync pull, clone, and diff operations.
2.7k - microsoft Bundle Add Knowledge
Add a knowledge source (public website or SharePoint) to a Copilot Studio agent. Use when the user asks to add a knowledge source, documentation URL, website, or SharePoint site for the agent to search.
2.7k - microsoft Skill Edit Triggers
Modify topic triggers — trigger phrases and model description. Use when the user asks to add, remove, or change trigger phrases, or edit a topic's model description.
2.7k - microsoft Skill Run Tests Kit
Run a batch test suite via the Copilot Studio Kit (Dataverse API). Uses the Power CAT Copilot Studio Kit to execute test cases against a published agent and produces pass/fail results with latencies. Requires the Kit installed in the environment, an App Registration with Dataverse permissions, and a published agent.
2.7k - microsoft Skill Chat Directline
Send a message to a Copilot Studio agent via DirectLine v3. Use for agents with no auth or manual auth. Requires a token endpoint URL or DirectLine secret.
2.7k - microsoft Skill Chat With Agent
DEPRECATED: Use /copilot-studio:detect-mode then /copilot-studio:chat-directline or /copilot-studio:chat-sdk instead.
2.7k - microsoft Skill Directline Chat
DEPRECATED: Use /copilot-studio:chat-with-agent instead — it auto-detects DirectLine vs M365 mode. This skill is kept for backwards compatibility only.
2.7k - microsoft Skill Add Other Agents
Add child agents, connected agents, or other multi-agent patterns to a Copilot Studio agent. Use when the user asks to create a sub-agent, child agent, connected agent, or call another agent.
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Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include secure-skill-runtime, runtime-learning-loop, codebase-understanding. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.