AI Ml AI agent skills

8,771 skills in the archive. Read a skill’s instructions or open its original repository.

• Draft Review

  by @jeremylongshore

  Usability review — evaluate an existing flow or UI against usability heuristics, flag friction points, and recommend fixes. Use when asked to "review the UX", "usability audit", "what's wrong with this flow", "UX feedback",…

• Atlas Onboard

  by @jeremylongshore

  Generate onboarding documentation — what this project does, how to set up locally, where things live, key decisions, how to deploy. Written for day-one engineers who know nothing. Use when asked for "onboarding docs", "new…

• Crest Okr

  by @jeremylongshore

  OKR design — create objectives and key results with a North Star metric, input metrics tree, and cadence. Use when asked to "set OKRs", "define our objectives", "what should we measure this quarter", "design our OKR framework",…

• Atlas Map

  by @jeremylongshore

  Map the system architecture — read the codebase, identify services and connections, output a C4-level architecture map as Mermaid diagrams with component descriptions. Use when asked to "map the architecture", "system diagram",…

• Crest Compete

  by @jeremylongshore

  Competitive analysis ending in a clear positioning call — where to play, how to win. Use when asked to "analyze competitors", "competitive landscape", "how do we compare to X", "competitive positioning", "where should we play",…

• Crest Roadmap

  by @jeremylongshore

  Build a product roadmap with sequenced bets and explicit tradeoffs. Use when asked to "build a roadmap", "prioritize the backlog strategically", "what do we build next quarter", "sequence our bets", "what should we focus on", or…

• Deal Pricing

  by @jeremylongshore

  Design pricing strategy and packaging — tiers, value metrics, enterprise pricing, freemium design, and pricing page copy. Use when asked to "design our pricing", "should we change our price", "how do we package the product", or…

• Buzz Launch

  by @jeremylongshore

  Design and execute a launch plan — Product Hunt, HN Show HN, newsletter coordination, social posts, and community launch moment. Use when asked to "launch [feature/product]", "plan a launch", "help us do a Product Hunt launch",…

• Deal Close

  by @jeremylongshore

  Close a specific deal — diagnose why a deal is stalling, write a tailored proposal, design the closing sequence, or navigate procurement. Use when a specific deal is stuck, "how do I close this", "write a proposal for this…

• Buzz Pitch

  by @jeremylongshore

  Write media pitches and press releases — journalist outreach emails, podcast pitch scripts, newsletter sponsor pitches, and press release copy. Use when asked to "pitch journalists", "write a press release", "reach out to…

• Buzz Social

  by @jeremylongshore

  Social media strategy and post drafting — HN posts, Twitter/X threads, LinkedIn posts, Reddit comments, and developer community content. Use when asked to "write a HN post", "draft social posts", "help us post on Twitter", or…

• Deal Pipeline

  by @jeremylongshore

  Design or audit B2B sales pipeline — define stage names, entry/exit criteria, qualification standards, and CRM field requirements. Use when asked to "design our pipeline", "audit our CRM stages", "define what qualified means",…

• Atlas Present

  by @jeremylongshore

  Generate a polished HTML presentation page and Obsidian Canvas for big releases — new products, takeovers, major migrations. Non-technical audience. Use when asked to "present this", "release announcement", "show what we built",…

• Deal Playbook

  by @jeremylongshore

  Write sales playbooks — outbound sequences, discovery call guides, objection handling scripts, and demo frameworks. Use when asked to "write a sales playbook", "build an outbound sequence", "help me handle objections", or…

• Cortex Integrate

  by @jeremylongshore

  Design and implement an AI feature integration — model selection, architecture pattern, system prompt, data flow, error handling, cost estimate. Use when asked to "add AI to this", "LLM integration", "add Claude/GPT", or…

• Cortex Prompt

  by @jeremylongshore

  Build a production-ready prompt package — system prompt, few-shot examples, output format, edge case handling, eval criteria. Use when asked to "prompt engineering", "build a prompt", "write a system prompt", or "improve this…

• Atlas Adr

  by @jeremylongshore

  Write an Architecture Decision Record — document what was decided, why, what alternatives were considered, and what trade-offs were accepted. Use when asked to "write an ADR", "document this decision", or "why did we choose X".

• Draft Patterns

  by @jeremylongshore

  Use when asked about UX patterns, interaction best practices, form design, navigation patterns, or loading states. Examples: "best practice for form validation", "navigation pattern for dashboard", "loading state UX"

• Draft Landing

  by @jeremylongshore

  Use when asked to structure a landing page, design page layout for conversion, or plan landing page information architecture. Examples: "landing page structure for SaaS", "conversion-optimized layout"

• Cortex Eval

  by @jeremylongshore

  Evaluate model performance — check for accuracy drops, data drift, and error patterns. Use when asked about "model accuracy dropped", "evaluate the model", "check for drift", or "model performance".

• Cortex Model

  by @jeremylongshore

  Build an ML pipeline — from data to trained model to serving endpoint. Use when asked to "build ML model", "train a model", "prediction pipeline", "classification", or "regression".

• Atlas Changelog

  by @jeremylongshore

  Maintain per-repo and cross-repo changelogs — append structured entries after agent work. Use when asked to "log this change", "update changelog", "what changed", "change history".

• Atlas Report

  by @jeremylongshore

  Render agent findings as a styled HTML report in the browser. Use when asked for "full report", "detailed report", "show in browser", or when CLI output exceeds the 40-line budget.

• Cortex Recon

  by @jeremylongshore

  ML reconnaissance — inventory all models, pipelines, data sources, and monitoring. Use when asked "what ML do we have", "model inventory", or "ML assessment".

• Buzz

  by @jeremylongshore

  PR & Community engineer — press pitches, social media, open source community, DevRel, and coordinated launch moments.

• Deal

  by @jeremylongshore

  Revenue & Sales engineer — B2B pipeline, deal strategy, pricing proposals, sales playbooks, and enterprise closing.

• Atlas

  by @jeremylongshore

  Knowledge engineer — architecture docs, ADRs, diagrams, changelogs, onboarding, and reports.

• Draft

  by @jeremylongshore

  UX designer — user flows, information architecture, wireframes, and interaction design.

• Cortex

  by @jeremylongshore

  ML/AI engineer — LLM integrations, prompt engineering, model pipelines, evals, RAG.

• Crest

  by @jeremylongshore

  Product strategist — roadmaps, competitive analysis, OKRs, strategic narratives.

• Hyperflow

  by @jeremylongshore

  Use when applying Hyperflow's orchestration doctrine in Codex, Antigravity, Grok, or another single-agent surface. Auto-invoke for non-trivial engineering work: build, implement, add, refactor, debug, fix, review, audit, plan,…

• Agency Os

  by @jeremylongshore

  Notion-as-source-of-truth dispatch board for running your work like an AI agency. One Tasks database is the source of truth; tasks flow Suggestion through Discussion, To-Do, In Progress, and Done with subtasks, recurring…

• Audit

  by @jeremylongshore

  Use when the user wants a code review on recent changes — quality, spec, security, or performance feedback. Triggers a multi-level (L1-L5) review with a standalone Reviewer; on NEEDS_FIX, offers to apply findings via…

• Trace

  by @jeremylongshore

  Use when encountering bugs, test failures, runtime errors, broken builds, or "this doesn't work" reports. Systematic root-cause analysis before any patch — never blind-patches symptoms. Standalone, ends with a final-integration…

• Cache

  by @jeremylongshore

  Use when the user wants to view, search, add, edit, prune, archive, or clear hyperflow memory entries. CRUD interface for `.hyperflow/memory/` — never modifies source code, only memory files. Trigger with /hyperflow:cache, "show…

• Scaffold

  by @jeremylongshore

  Use when starting hyperflow in a new project, refreshing the .hyperflow/ cache, or installing auto-detection shims (AGENTS.md, CLAUDE.md). One-shot project setup; does not start the spec → scope → dispatch chain. Trigger with…

• Plan

  by @jeremylongshore

  Use when a request needs shaping before any code is written — a rough or vague prompt to sharpen, an ambiguous idea to design, or a clear-enough task to decompose. One chain-starter that amplifies the prompt, designs the…

• Status

  by @jeremylongshore

  Use when the user wants a one-screen view of current hyperflow project state — version, profile freshness, memory count, and live progress on every in-flight task. Read-only; never modifies state, never dispatches workers.…

• Shipwright Pipeline

  by @jeremylongshore

  Autonomous app builder that converts plain-English descriptions into fully built, tested applications. Use when the user wants to build a new app, scaffold a project, generate a full-stack application, or create an app from a…

• Design

  by @jeremylongshore

  Use when the user wants the visual/experiential design of a product done systematically — a design system, a screen, a landing page, or a visual identity — grounded in researched real-world prior art and free of AI slop.…

• Bridge

  by @jeremylongshore

  Use when the user wants hyperflow's behavioral rules to apply outside the terminal CLI — in Claude Code Desktop, claude.ai web, or IDE extensions that don't load CLI plugins. Writes a managed doctrine block into the project's…

• Issue

  by @jeremylongshore

  Use when starting a chain from a GitHub issue — turning an issue URL or number into a triaged, planned, dispatched, and reviewed pull request. Classifies the thread (bug → root-cause discipline, feature → plan chain, question →…

• Hyperflow Plan

  by @jeremylongshore

  Hyperflow planning phase. Use when a request needs shaping before code — a rough prompt to sharpen, an ambiguous idea to design, or a clear-enough task to decompose. Verbs like plan, design, brainstorm, explore, "should we",…

• Workflow

  by @jeremylongshore

  Use when a task is too large for turn-by-turn orchestration and should run through the big-task workflow lane: system-wide changes, large migrations, repo-wide audits, high-confidence verification, or tasks explicitly asking to…

• Pr

  by @jeremylongshore

  Use when reviewing an incoming GitHub pull request — runs the multi-level (L1-L5) audit against the PR's real diff range, posts findings as one batched review (inline, summary, or local-only), offers the standard fix chain on…

• Flush

  by @jeremylongshore

  Use when the user wants to manually flush a deferred-commit queue from a prior or interrupted chain. Reads .hyperflow/commits-queue/manifest.json, fast-forwards the staging branch onto the user's branch, deletes staging, clears…

• Sticky

  by @jeremylongshore

  Use when the user wants to set auto-routing mode: on (every task-shaped message routes), auto (intent-verb messages route — default), or off (no auto-routing). Intent-detection runs by default; use this skill to expand to full…

• Background

  by @jeremylongshore

  Use when the user wants to see, inspect, cancel, or prune background agents fired during prior chain runs. Read/manage `.hyperflow/background/registry.json` and the per-agent output buffers at `.hyperflow/background/<id>.md`.…

• Pitch Position

  by @jeremylongshore

  Produce a complete positioning document using the Dunford framework — competitive alternatives, unique attributes, value, best-fit customer, market category, positioning statement, and tagline. Use when asked to "write our…

• Buzz Hn

  by @jeremylongshore

  Hacker News post crafter — given a product, feature, or story produces a ready-to-post HN submission (title ≤80 chars, no marketing), honest body text with technical depth, no outbound links, predicted reception analysis, and…

• Surge Activation

  by @jeremylongshore

  Use when asked to improve activation, map the growth funnel, identify growth levers, design a referral program, build a retention playbook, develop a PLG strategy, or find where to invest in growth. Examples: "how do we grow…

• Handoff

  by @jeremylongshore

  Use when managing a two-session handoff — inspecting, picking up, or reviewing a committed handoff package produced by a session=two scope run. The operator interface over the cross-environment handoff lifecycle (plan in one…

• Deal Proposal

  by @jeremylongshore

  B2B proposal generator — takes deal context (ICP, pain, pricing tier, timeline) and produces a complete proposal document with executive summary, problem statement, solution, pricing table, implementation timeline, ROI case, and…

• Buzz Devrel

  by @jeremylongshore

  Developer relations playbook builder — produces a DevRel program design covering community platform, contributor program tiers, ambassador criteria, event strategy, and success metrics. Use when asked to "build a DevRel…

• Ink Cluster

  by @jeremylongshore

  Topic cluster architecture builder — takes a core topic and maps the full cluster with 1 pillar page, 6-10 supporting posts, internal linking map, keyword targets, and estimated monthly search volume per piece. Use when asked to…

• Ink Distribute

  by @jeremylongshore

  Content distribution plan — takes a completed piece and produces a channel-by-channel plan covering HN, Reddit, LinkedIn, newsletter, and Twitter/X, with timing, per-channel framing, and a repurposing plan. Use when asked to…

• Surge Plg

  by @jeremylongshore

  PLG motion design — free tier definition, activation sequence, expansion trigger points, viral mechanic assessment. Given a product, output the PLG architecture and make the calls. Use when asked to "PLG strategy", "freemium…

• Hyperflow Dispatch

  by @jeremylongshore

  Hyperflow execution phase. Use when a task file exists in .hyperflow/tasks/ and the work needs building — verbs like build, implement, add, refactor, "wire up", "run the plan", "execute the task". Works batches sequentially with…

• Hyperflow Design

  by @jeremylongshore

  Hyperflow design phase. Use when designing a UI / visual system or making a screen look good — verbs like "design the UI", "make it look good", "design the screen", "visual design", "design system". Establishes or extends a…

• Ink Brief

  by @jeremylongshore

  Content brief generator — takes a topic or keyword and produces a complete content brief with target keyword, search intent, recommended structure, internal link targets, word count, CTA, and competitive gap analysis. Use when…

• Deal Outreach

  by @jeremylongshore

  Cold outbound sequence builder — produces multi-touch email + LinkedIn sequences (5-7 touchpoints) personalized by persona type (technical buyer, economic buyer, champion). Use when asked to "write cold emails", "build an…

• Keep Churn

  by @jeremylongshore

  Churn risk identification and intervention — scans health signals for at-risk accounts, classifies risk level (CRITICAL/HIGH/MEDIUM), and produces an intervention sequence per risk type. Use when asked to "find at-risk…

• Surge Retention

  by @jeremylongshore

  Retention diagnosis + intervention plan — analyze the retention curve, identify the primary drop-off point, and produce a specific intervention plan with expected impact. Use when asked to "improve retention", "why are users…

• Keep Segment

  by @jeremylongshore

  Customer segmentation model builder — tiers customers by ARR, health, and expansion potential; defines CS motion per tier; maps resource allocation. Use when asked to "segment our customers", "define our CS tiers", "how should…

• Hyperflow Scaffold

  by @jeremylongshore

  Hyperflow project setup. Use when starting hyperflow in a new project or refreshing its cache — "init hyperflow", "set up hyperflow", "refresh hyperflow", "scaffold hyperflow". One-shot setup of the .hyperflow/ project cache +…

• Buzz Outreach

  by @jeremylongshore

  Media and podcast outreach personalizer — takes a story angle and target journalist or host list and produces personalized pitch emails per target. Use when asked to "write media pitches", "pitch this story to journalists", "get…

• Hyperflow Sticky

  by @jeremylongshore

  Hyperflow auto-routing mode. Use to control how aggressively hyperflow auto-routes — "make hyperflow sticky", "stop using hyperflow", "auto-route to hyperflow", "disable hyperflow auto-routing". Sets on (every task-shaped…

• Keep Qbr

  by @jeremylongshore

  Quarterly Business Review template generator — takes account info (ARR tier, adoption metrics, goals) and produces a complete QBR deck outline and talking points. Use when asked to "prepare a QBR", "build a quarterly review",…

• Pitch Message

  by @jeremylongshore

  Messaging framework — produce a full headline, subheadline, proof points, and CTA hierarchy for use across all surfaces. Use when asked to "write our messaging", "messaging framework", "what should our headline say", "copy…

• Pitch Launch

  by @jeremylongshore

  Produce an actual launch plan with announcement copy, channel sequence, and day-1 checklist. Use when asked to "plan a launch", "GTM strategy", "how do we announce this", "launch plan for [feature]", "go-to-market", "write our…

• Hyperflow Trace

  by @jeremylongshore

  Hyperflow debugging. Use for bugs, test failures, runtime errors, broken builds, or "this doesn't work" reports — verbs like debug, "fix it", solve, "why is X failing", "Y is broken", or a pasted stack trace. Systematic…

• Deal Qualify

  by @jeremylongshore

  MEDDPICC-based deal qualification worksheet — guide Deal through structured qualification of any opportunity and produce a filled card + recommended next action. Use when asked to "qualify this deal", "run MEDDPICC on this…

• Hyperflow Audit

  by @jeremylongshore

  Hyperflow code review. Use when the user wants the current diff, a commit, branch, or PR reviewed — verbs like audit, review, "check for issues", "security check", "code review". Multi-level review (L1 quick → L5 exhaustive),…

• Hyperflow Deploy

  by @jeremylongshore

  Hyperflow ship phase. Use when the user is ready to release — verbs like ship, push, release, deploy, "cut a release", "ready to push". Runs pre-push gates (lint + typecheck + build + tests + security sweep), then asks before…

• Hyperflow Cache

  by @jeremylongshore

  Hyperflow memory manager. Use to view, search, add, edit, prune, or clear hyperflow project memory — "show memory", "search memory for X", "clear memory", "what does hyperflow remember about Y". CRUD over .hyperflow/memory/ only…

• Apex Plan

  by @jeremylongshore

  Plan and scope a project — discovery, challenge assumptions, present S/M/L options with token and cost estimates. Use when asked to "plan this", "scope this", "how should we build X", or when a new project/feature request comes…

• Hyperflow Status

  by @jeremylongshore

  Hyperflow project status. Use to see current hyperflow state — "what is hyperflow doing", "show task progress", "where are we". Read-only — reports in-flight tasks, memory count, and progress. Never modifies state or runs work.

• Pitch Landing

  by @jeremylongshore

  Use when asked to structure a landing page for positioning, plan a conversion-optimized page layout, or design a launch page. Examples: "landing page for product launch", "conversion-optimized layout for SaaS"

• Surge Landing

  by @jeremylongshore

  Use when asked to design growth-optimized landing pages, activation funnel layouts, or experiment-friendly page structures. Examples: "growth-optimized landing", "activation funnel layout", "A/B testable page"

• Apex Review

  by @jeremylongshore

  Cross-cutting review of recent work — catches gaps between specialists. Use when asked to "review what we built", "check the work", "pre-launch review", or after completing a significant chunk of work.

• Apex Takeover

  by @jeremylongshore

  System takeover — take ownership of an existing codebase or inherited system. Use when "we acquired this", "previous team left", "take over this system", "inherited this codebase".

• Apex Status

  by @jeremylongshore

  CTO-level project status from git and codebase state. Use when asked "where are we", "project status", "what's done", or at the start of a work session.

• Apex

  by @jeremylongshore

  Engineering lead — hand Apex any task and it routes internally. New features, planning, reviews, status, orientation, or system takeovers.

• Crypto Hft

  by @alsk1992

  Trade crypto binary markets on Polymarket with 4 automated strategies. Support: 5-min BTC, 15-min/1h/4h/daily all assets (BTC, ETH, SOL, XRP)

• Dex

  by @alsk1992

  Cross-chain DEX market intelligence - trending tokens, gainers, losers, volume, stats across all chains and protocols

• Markets

  by @alsk1992

  Search and view prediction market data from Polymarket, Kalshi, Manifold, and Metaculus

• Endaoment

  by @alsk1992

  Donate to 501(c)(3) charities onchain via Endaoment - tax-deductible crypto donations

• Execution

  by @alsk1992

  Execute trades on prediction markets with slippage protection and order management

• Botchan

  by @alsk1992

  Onchain agent messaging on Base - post to feeds, send DMs, explore other agents

• Farcaster

  by @alsk1992

  Farcaster social protocol via Neynar API - read feeds, post casts, follow users

• Erc8004

  by @alsk1992

  Register AI agent identity on Ethereum via ERC-8004 Trustless Agents standard

• Copy Trading

  by @alsk1992

  Automatically copy trades from successful wallets on Polymarket and crypto

• Ens

  by @alsk1992

  Set your primary ENS name on Base and L2s - configure reverse resolution

• Edge

  by @alsk1992

  Find mispriced markets by comparing to external models and data sources

• Backtest

  by @alsk1992

  Test trading strategies on historical data with Monte Carlo simulation

• Clanker

  by @alsk1992

  Deploy ERC20 tokens with Uniswap V4 pools on Base, Ethereum, Arbitrum

• Analytics

  by @alsk1992

  Performance attribution, trade analytics, and strategy optimization

• Bags

  by @alsk1992

  Bags.fm - Complete Solana token launchpad with creator monetization

• Divergence

  by @alsk1992

  Spot vs Polymarket divergence trading on 15-minute crypto markets

• Market Index

  by @alsk1992

  Search, discover, and browse indexed markets across all platforms