Skills

Mr Han's skill library

The compounding playbooks that run the studio — filterable by lifecycle stage and type. Each is a real, reusable agent skill. Download any for $5.

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Mr Han

The master agent

Mr Han is the operating system behind the studio. He identifies opportunities, researches markets, prototypes ideas, launches experiments and analyzes results — and every new test is informed by everything learned before. These are his skills: the compounding playbooks that run the factory.

115
Agent skills
30
Studio playbooks
6
Lifecycle stages
Stage
Type
30 skills
OperateCreative

Avoid Ai Writing

Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing for AI patterns," "audit writing for AI tells," or "make this sound less like AI." Supports a detect-only mode, an edit-in-place mode for files, an optional voice profile (casual / professional / technical / warm / blunt), and an iterate-to-convergence pass.

INDraft copy that reads like AI
OUTHuman, on-voice copy with the AI-isms stripped out
OperateEngineering

Claude Code Prompting

Use when writing prompts for Claude Code to implement, debug, refactor, review, QA, or ship code/design work. Encodes Antoine's concise operational prompting style, scope control, templates, and verification standards.

INA coding task to delegate
OUTA concise, scoped Claude Code prompt with verification standards
DiscoverResearch

Consumer Ai Creator Research

Build and score creator/influencer target lists for Consumer AI Factory venture validation, including platform discovery, fit scoring, contact-path checks, and first-wave outreach prioritization.

INA target community or niche
OUTMapped creators, pain language, and distribution surfaces
ValidateEngineering

Consumer Ai Demand Probe Prototype

Build a fast Consumer AI Factory demand-probe prototype from an opportunity scan: choose the highest-signal wedge, implement only the first-value loop, verify with tests/build/browser QA, redesign if feedback says the UI lacks credibility, and log artifacts in Obsidian.

INA validated wedge and target user
OUTA shippable demand-probe prototype that delivers value before signup
GrowAnalytics

Consumer Ai Factory Distribution Learning

Capture, generalize, and reuse distribution learnings across Consumer AI Factory ventures while preserving venture/category nuance.

INResults from a distribution experiment
OUTA distribution learning that preserves industry nuance and compounds
DiscoverStrategy

Consumer Ai Factory Opportunity Evaluation

Evaluate and log Consumer AI Company Factory venture opportunities using painpoint mining, keyword/search intent, specialist distribution, cheap tests, and Obsidian build logs.

INA raw consumer AI idea or underserved community
OUTA scored opportunity memo: demand signal, wedge, and go/no-go
BuildStrategy

Consumer Growth Model And Loop Map

Use before committing to or materially expanding any Consumer AI Factory venture. Defines the product's acquisition, activation, retention, referral, revenue, and AI-personalization loops so teams do not build useful demos without a growth/retention machine.

INA product with early usage
OUTA growth-loop map and the model that predicts compounding
LaunchDistribution

Consumer Traffic Sprint

Use when starting or operating any Consumer AI Factory project that needs qualified traffic. Creates a channel-specific posting/commenting cadence, guardrails, tracking links, review loop, and default distribution requirement before a project is considered alive.

INA launched product needing first users
OUTA time-boxed traffic sprint with channel tests and results
BuildCreative

Consumer Ux Director

Use before building or redesigning any Consumer AI Factory prototype UI. Converts product ideas and taste references into concrete artifact-level UX direction, blocks generic SaaS/AI-wrapper pages, and requires side-by-side browser QA before calling a rebuild done.

INA product flow or screen
OUTA UX critique with the emotional job named and concrete fixes
OperateOps

Dogfood

Systematic exploratory QA testing of web applications — find bugs, capture evidence, and generate structured reports

INA live product to stress-test
OUTA dogfooding pass with real usage and filed bugs
ValidateOps

Domain Naming Registration

Generate brand/domain options, verify registrar availability/pricing, and move approved low-cost domains to cart while stopping at auth/payment gates.

INA shortlisted brand name
OUTA registered domain wired to hosting and DNS
GrowCreative

Fal Ugc Video Pipeline

Use when creating Consumer AI Factory UGC/TikTok/Reels videos with FAL: pick a venture-specific angle, write a native creator prompt, generate one quality-gated FAL video, add subtitles/captions and CTA/link overlays, QA the result, and prepare it for Postiz posting.

INA product and a hook
OUTA batch of UGC-style ad videos via the fal pipeline
DiscoverStrategy

Gstack Office Hours Consumer Ai

Run gstack /office-hours non-interactively for Consumer AI Factory ventures, especially when Antoine says a product feels weak, gimmicky, or needs a sharper wedge.

INAn early product concept
OUTYC-style forcing questions that expose demand reality and the narrowest wedge
LaunchDistribution

Happycouple Creator Partnership Agent

Build and score relationship creator/specialist partnership target lists for HappyCouple organic validation, with strict schema, outreach angles, source-attribution checks, and Obsidian logging.

INA niche and a creator shortlist
OUTVerified creator contacts and a partnership outreach plan
BuildCreative

Happycouple Moment Flow

Product and implementation workflow for HappyCouple's moment-based relationship coaching flow. Use when Antoine asks to refine HappyCouple positioning, landing-page copy, onboarding, session prompts, or code around the “How can I help your relationship today?” / under-2-minute concrete relationship moment wedge.

INA relationship conflict moment
OUTA warm, specific coaching script — the HappyCouple moment flow
LaunchResearch

Happycouple Reddit Research

Build and maintain HappyCouple's Reddit pain-mining engine: subreddit discovery, post sampling, taxonomy tagging, Obsidian artifacts, and conversion into marketing/product assets.

INA community subreddit set
OUTMined pain language and a taxonomy of organic moments
OperateOps

Hermes Agent Skill Authoring

Author in-repo SKILL.md: frontmatter, validator, structure.

INA repeatable workflow worth capturing
OUTA well-formed, reusable Hermes agent skill
OperateOps

Kanban Orchestrator

Decomposition playbook + anti-temptation rules for an orchestrator profile routing work through Kanban. The "don't do the work yourself" rule and the basic lifecycle are auto-injected into every kanban worker's system prompt; this skill is the deeper playbook when you're specifically playing the orchestrator role.

INA goal that needs decomposing
OUTBounded work routed to worker agents through a Kanban board
OperateOps

Kanban Worker

Pitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected into every worker's system prompt as KANBAN_GUIDANCE (from agent/prompt_builder.py); this skill is what you load when you want deeper detail on specific scenarios.

INA single bounded ticket
OUTThe ticket executed to a verified quality bar
LaunchPaid Growth

Meta Ads Campaign Launch

Create or update Meta Ads campaigns for paid demand probes: discover accounts/pages/pixels, create campaign/ad set/creative/ad, attach UTMs, activate safely, and return verified IDs.

INAn approved probe plan and creatives
OUTA live Meta ads campaign, launched and instrumented
ValidateStrategy

Naming And Domain Validation

Generate brand/product names and validate domain availability for Consumer AI ventures, especially when the user asks for app names, GoDaddy checks, or naming options tied to positioning.

INA product concept and positioning
OUTAvailable, on-brand names with validated domains
GrowPaid Growth

Paid Ads Campaign Ops

Operate paid ads as a Consumer AI Factory validation channel: create campaigns, add creatives, inspect delivery/performance, reconcile platform data with PostHog, and decide whether to kill, iterate, or scale. Platform-specific adapters such as Meta Ads belong under this broader paid-ads skill.

INA running paid campaign
OUTDaily campaign ops: reallocation, kill/scale, and reporting
LaunchPaid Growth

Paid Ads Probe Planning

Turn a Consumer AI venture hypothesis into a paid-ads demand probe brief with inputs, outputs, budget, UTMs, telemetry, creative matrix, and kill/scale rules.

INA product and a hypothesis to test
OUTA paid-ads probe plan: budget, audiences, and success bar
GrowDistribution

Paid Clipping Campaign Playbook

Operate paid short-form clipping campaigns end-to-end: campaign vetting, joining, source acquisition, clip production, posting cadence, account/payment setup, submission, tracking, and iteration.

INA product and short-form content
OUTA paid-clipping campaign playbook for creator-driven reach
GrowAnalytics

Posthog Venture Telemetry

Set up PostHog as the telemetry layer for HappyCouple and Consumer AI ventures using event taxonomy, activation dashboards, API-based recurring briefs, and Obsidian learning logs.

INA live venture with PostHog
OUTActivation, conversion, and retention telemetry across ventures
BuildEngineering

Public Endpoints And Provider Integrations

Use when making a local app or agent reachable by external providers: public HTTPS tunnels/domains, webhook reachability, DNS/email aliases for account setup, Twilio voice bridges, and provider-side verification/debugging. Consolidates Cloudflare Tunnel, branded-domain DNS/email, and telephony webhook bridge workflows.

INA provider (Stripe, Twilio, webhooks) to integrate
OUTPublic endpoints and provider integrations, tested
ValidateStrategy

Side Project Focus Review

Evaluate competing side projects by combining live-product dogfooding, source-code inspection, strategic focus scoring, and agent-use discipline. Use when Antoine asks where to focus among side projects, whether to continue/kill a project, or how to compare exploratory projects with active build projects.

INA portfolio of live experiments
OUTA focus verdict: what to double down on, park, or kill
BuildEngineering

Vercel Github Static Deploy

Push a local Vite/static prototype to GitHub, deploy it to Vercel with the CLI, connect the Git repo, and verify the public deployment/domain.

INA static site or app repo
OUTA live Vercel deployment wired to GitHub
BuildEngineering

Webhook Subscriptions

Webhook subscriptions: event-driven agent runs.

INAn event source to listen to
OUTReliable webhook subscriptions with verified delivery
BuildEngineering

Writing Plans

Use when you have a spec or requirements for a multi-step task. Creates comprehensive implementation plans with bite-sized tasks, exact file paths, and complete code examples.

INA feature or change to implement
OUTA clear implementation plan an agent can execute