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.
-
digital-stoic-org Bundle Post MortemIntrospective end-of-session retrospective — the agent reflects on its OWN context (method, decisions, dead-ends, token spend, estimated API cost, lessons) and writes an honest, root-caused report ending in a reusable playbook. Use at the end of a long or complex session (30min+, multi-phase, sub-agents spawned, or a hard problem solved) when the user says "post-mortem", "retrospective", "session retro", "debrief this session", "what did we learn", "write up this session". Not a log parser — it digs context for the narrative; JSONL usage counters may be aggregated for cost only.
-
sentientsprite Skill McporterUse the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
-
sentientsprite Skill Things MacManage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks NEMO to add a task to Things, list inbox/today/upcoming, search tasks, or inspect projects/areas/tags.
-
sentientsprite Skill Voice CallStart voice calls via the NEMO voice-call plugin.
-
sentientsprite Skill Apple NotesManage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks NEMO to add a note, list notes, search notes, or manage note folders.
-
sentientsprite Skill HealthcheckHost security hardening and risk-tolerance configuration for NEMO deployments. Use when a user asks for security audits, firewall/SSH/update hardening, risk posture, exposure review, NEMO cron scheduling for periodic checks, or version status checks on a machine running NEMO (laptop, workstation, Pi, VPS).
-
sentientsprite Skill Coding AgentRun Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
-
sentientsprite Bundle Lead GeneratorAI voice lead generation agent that qualifies prospects and schedules appointments with closers
-
officebeats Skill Vacuum ProtocolExecute the full Centrifuge Protocol to keep the brain lean, private, and organized. Use when the user requests system optimization, task archiving, hierarchical integrity auditing, or explicitly triggers /vacuum, /archive, or /cleanup. Do NOT use to archive active code or configurations.
-
officebeats Skill Ab Test AnalysisAnalyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split test data, or deciding whether to ship a variant.
-
officebeats Skill Company ProfilerConducts deep-dive research to create a strategic dossier on a target company.
-
officebeats Skill Assumption MapperHolistic risk management engine. Identifies underlying assumptions, maps them by Impact x Risk, and prioritizes experimental validation.
-
officebeats Bundle Context RetrieverThe 'Recall Engine'. Fetches history, decisions, and tasks related to a person or topic.
-
officebeats Skill Slack Task IntakeExtract local Beats PM tasks from scoped Slack messages using read-only Slack access. Use with /beats-slack when Slack is connected and the user wants Slack-only task compilation.
-
officebeats Bundle Team OrchestratorCoordinate bounded specialist work with explicit ownership, minimal handoffs, shared evidence, and a single accountable synthesis.
-
officebeats Skill Teams Task IntakeExtract local Beats PM tasks from scoped Microsoft Teams chats or channels using read-only Teams access. Use with /beats-teams when Teams is connected and the user wants Teams-only task/status compilation.
-
officebeats Skill Dependency TrackerMap, score, and visualize cross-team dependencies for programs and releases.
-
officebeats Skill Agile Story CrafterEnd-to-end agile story engine. Generates user stories, splits large epics, and builds full user story maps.
-
munlucky Bundle Moonshot In Session CoordinatorCoordinates phase-by-phase execution inside the current session while delegating each round to a fresh forked attempt agent.
-
digital-stoic-org Bundle Load ContextResume session from CONTEXT-llm.md. Use when resuming work, loading saved context, continuing a previous session. Triggers include "load context", "resume session", "continue where I left off".
-
digital-stoic-org Bundle Plan ContextConvert an analysis just done in-session into a resumable, traceable plan file — frontmatter + dashboard + execution log + lots whose closure is a re-runnable shell command — then run the execution pass (/pick-workflow then /pick-model) so a FRESH session can orchestrate it lot by lot. Use when the analysis is done but too big to execute here, when context is filling and the work must survive a /clear, or on 'turn this into a plan', 'give me a resumable/traceable plan', 'workstream plan', 'make this resumable', 'hand this off to a fresh session'. WRITES the plan; never executes it.
-
digital-stoic-org Bundle Save ContextSave session to CONTEXT-llm.md with conversation summary. Use when saving work, checkpointing progress, preserving session state. Triggers include "save context", "save session", "checkpoint", "save my progress".
-
digital-stoic-org Bundle Edit ToolCreates, modifies, and orchestrates Claude Code tools (skills, agents, scripts). Use when user requests creating, updating, improving, or editing any Claude Code extension — skills, sub-agents, slash commands, script wrappers. Triggers include "create/make/new skill/command/agent/script", "tool for X", "slash command", "sub-agent", file paths with /skills/, /agents/. For plugin version bumps and release metadata, route directly to edit-plugin.
-
sentientsprite Bundle Trading MonitorMonitor NEMO trading bot health, extract metrics from logs, and report trading performance. Use when checking if the bot is running, analyzing trading logs, extracting P&L metrics, or debugging trading issues.
-
sentientsprite Bundle Agentic GatewayUse when an agent wants to access Alchemy APIs without an API key. This is the default path when $ALCHEMY_API_KEY is not set. Covers SIWE authentication, x402 payment flows, wallet setup, and gateway endpoints.
-
officebeats Bundle Engineering PlannerConvert a validated request into a decision-complete, testable implementation plan grounded in the actual repository.
-
officebeats Bundle Memory ConsolidatorConsolidates memories and generates cross-cutting strategic insights from disparate files.
-
officebeats Skill Brainstorming EngineUnified ideation assistant for breaking down opportunities into innovative solutions for both new products and existing features.
-
officebeats Skill Workshop FacilitationFacilitate an interactive assessment with clear setup, one-question turns, visible progress, and resumable decisions.
-
officebeats Skill Chief Strategy OfficerSynthesize strategic roadmaps and document key decisions.
-
officebeats Bundle Epic Breakdown AdvisorComplete Epic advisory suite. Frame epics as hypotheses, break them down via Humanizing Work patterns, and decompose features into implementable tasks.
-
officebeats Skill Business Strategy SuiteComprehensive suite of business strategy templates and canvases (Lean, Business Model, SWOT, PESTLE, Ansoff, Porter's, Value Prop).
-
officebeats Skill Chat Transcript ArchivePersist scoped Slack, Teams, Outlook, and Calendar reads as searchable local communication transcripts with metadata, evidence snippets, and task-routing results.
-
officebeats Skill Customer Interview SuiteThe complete qualitative research companion. Creates non-leading interview scripts, acts as an interview simulator, conducts deep Socratic interviews with ambiguity gating, and synthesizes transcripts.
-
officebeats Skill Atlassian Context ArchiveCapture Jira and Confluence references found during Slack, Teams, Outlook, or Calendar intake by using read-only Atlassian connector fetches and saving local markdown context artifacts with full source URLs.
-
officebeats Bundle AI Shaped Readiness AdvisorAssess whether a product team is ready to use AI through evidence, bounded workflows, human judgment, and measurable operating loops.
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 post-mortem, assumption-mapper, save-context. 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.