Creator · wondelai
Last updated · Sep 2, 2026
Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-desig
Creator · wondelai
Last updated · Sep 2, 2026
Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-desig
Creator · wondelai
Last updated · Sep 2, 2026
Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-desig
Creator · wondelai
Last updated · Sep 2, 2026
Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-desig
Sandbox only
Install targets
Codex install prompt
Install the "create-app" agent skill from https://github.com/wondelai/skills/tree/main/create-app. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-design, ios-hig-design, 37signals-way, software-design-philosophy - asking the user questions at every decision point and recording results in the project docs/ folder (PRODUCT.md, ARCHITECTURE.md, EXPERIMENTS.md, CREATE-APP-PLAN.md) so the journey resumes across sessions. Use when the user wants to build a new app, validate an idea before writing code, architect an MVP that will not need a rewrite, or says ''help me build my app the right way''. App already exists: use improve-app or grow-app. Business idea not yet validated: run create-business first. Marketing site only: use create-website. Architecture-only question: design-code-architecture. For one framework in isolation, invoke that skill directly. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"wondelai-create-app","task":"Install create-app","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add wondelai/skills --skill create-app
Maintenance
fresh
9d since push
Risk
Risky
Permission surface may require sandboxing
GitHub quality
2.1K
80/100 Quality · 82/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · Financial research output is not financial advice; require human review before any live investment decision
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
RiskyA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
2.1K GitHub stars
Repo activity
2.1K stars, 214 forks
Maintenance
9d since push
License
MIT
Install
npx skills add wondelai/skills --skill create-app
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add wondelai/skills --skill create-appDo not use when
Alternative
175.1K Stars
npx skills add anthropics/skills --skill frontend-design
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85.2K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
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1.8K Stars
npx skills add Alisa0808/vox-director --skill vox-director
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175.1K Stars
npx skills add anthropics/skills --skill canvas-design
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/wondelai-create-app/install
Agent should check
Copy prompt
Task: Use create-app in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/wondelai-create-app/install
Install command: npx skills add wondelai/skills --skill create-app
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/wondelai-create-app/install
LLM text format
/api/skills/wondelai-create-app/install?format=text
Find alternatives
/api/skills/search?q=create-app&limit=3
Agent prompt
Use create-app for this task. Review https://www.openagentskill.com/api/skills/wondelai-create-app/install, then install with: npx skills add wondelai/skills --skill create-appRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/wondelai-create-app
LLM text
/api/registry/manifest/wondelai-create-app?format=text
Install alias
/api/registry/install/wondelai-create-app
Recommend
/api/registry/recommend?task=Use%20create-app%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser automation
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Browser automation
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS2.1K GitHub stars
Stars/forks activity
INFO2.1K stars, 214 forks; issue activity unavailable in current metadata
Recent maintenance
PASS9d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: create-app description: 'Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-design, ios-hig-design, 37signals-way, software-design-philosophy - asking the user questions at every decision point and recording results in the project docs/ folder (PRODUCT.md, ARCHITECTURE.md, EXPERIMENTS.md, CREATE-APP-PLAN.md) so the journey resumes across sessions. Use when the user wants to build a new app, validate an idea before writing code, architect an MVP that will not need a rewrite, or says ''help me build my app the right way''. App already exists: use improve-app or grow-app. Business idea not yet validated: run create-business first. Marketing site only: use create-website. Architecture-only question: design-code-architecture. For one framework in isolation, invoke that skill directly.' license: MIT metadata: author: wondelai version: "1.0.1" ---
# Create an App
Take a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence — without over-building for scale you have not earned, or writing a prototype that calcifies into a rewrite. This journey runs ten phases: it asks before every decision and records each choice in `docs/` so you can stop and resume across sessions. The early phases often produce no code at all; once an experiment greenlights building, the engineering phases build the real thing well.
## Core Principle
**Validate fast while keeping options open: make the expensive-to-reverse decisions early and defer everything cheap.** Spend scarce early effort on the few things that compound — the riskiest assumption, the dependency boundaries, the domain language — and aggressively avoid waste everywhere else.
This skill sequences the phases, asks the questions, and records the decisions; the constituent skills carry the method. Invoke them rather than improvising their frameworks.
## Journey Map
| Phase | Skill | Question it answers | Artifact | |---|---|---|---| | 1 | lean-startup | Is the riskiest assumption true, and what is the MVP? | Creates docs/PRODUCT.md + docs/EXPERIMENTS.md | | 2 | design-sprint | What should the core flow be? | Creates docs/DESIGN.md, extends docs/EXPERIMENTS.md — awaiting-evidence | | 3 | clean-architecture | What boundaries keep options open? | Creates docs/ARCHITECTURE.md | | 4 | domain-driven-design | What does the code mean? | Extends docs/ARCHITECTURE.md | | 5 | clean-code | Is each function readable and tested? | Creates docs/TESTING.md | | 6 | pragmatic-programmer | Which habits keep it healthy? | Extends docs/TESTING.md + docs/TECH-DEBT.md | | 7 | system-design | How big must it really be? | Extends docs/ARCHITECTURE.md | | 8 | ios-hig-design | Does it feel native on iOS? | Extends docs/DESIGN.md — iOS only | | 9 | 37signals-way | What ships, and what is cut? | Extends docs/PRODUCT.md + docs/STRATEGY.md | | 10 | software-design-philosophy | Where is complexity hiding? | Extends docs/TECH-DEBT.md + docs/ARCHITECTURE.md |
## Operating Rules
1. **Resume first.** Before anything else, read `docs/CREATE-APP-PLAN.md` and every artifact in the Journey Map. If the tracker exists, summarize the journey state in 3-5 lines and ask which phase to enter. Done when the user has confirmed an entry point. A journey with a tracker is resumed, never restarted. 2. **Intake on first run only.** No tracker: run the Intake below, then create `docs/CREATE-APP-PLAN.md` with every phase statused `pending | in-progress | awaiting-evidence | done | deferred: reason | skipped: reason`. Done when the tracker exists and the user has confirmed the phase plan. 3. **Phase entry.** Announce: what the phase does, the decision it forces, the artifact it produces, rough effort. Offer proceed / skip / defer — phases marked GATE may be deferred, never skipped. Mark the phase `in-progress` on proceed. Done when the user chose. 4. **Skill invocation and fallback.** Load the phase's skill and use it: each phase's Invoke line names the skill by slug — use that skill to run the phase. If it is not available, offer: `npx skills add wondelai/skills/<slug> --global`. If the user declines, run the phase from its Brief — the minimum viable method. State which mode you are in. 5. **In-phase decisions.** Ask every question under "Decide with the user" — with concrete options and your recommendation. Record the choice in the tracker's Key Decisions. A decision made silently is a defect. 6. **Phase exit.** Present the draft artifact content for sign-off before writing. On approval: write or extend the docs/ files, update the tracker (status, Key Decisions, Next Actions). Done when the files are written and the phase row shows `done`. 7. **Artifact discipline.** Read before writing; create a file only if missing, otherwise extend — add or update your sections, preserve everyone else's. Files are UPPERCASE in `docs/`. Every recommendation lands as a checkbox or a table row with owner and priority. See [references/artifact-templates.md](references/artifact-templates.md) when creating a docs/ file for the first time — create it from the full skeleton (all section headings), then fill the sections your phase names. 8. **The agent prepares and processes; only the human talks to customers and test users.** Draft sprint scripts and interview guides and score the results, then pause with status `awaiting-evidence` until the user returns with notes. The ios-hig-design phase applies only when shipping a native iOS app; skip it otherwise at intake.
## Intake
Ask these before creating the tracker:
1. What is the app idea in one sentence, and what is the riskiest belief behind it? (Gates Phase 1; if the job the app is hired for is fuzzy, add the jobs-to-be-done optional phase.) 2. Is the underlying idea already validated with behavioral evidence, or still a hunch? (Unvalidated and high-stakes makes Phase 1 mandatory; if paying customers already exist you may be in the wrong journey — improve-app or grow-app.) 3. What is the stage — weekend prototype, funded build toward launch, or a team forming around it? (A prototype leans on Phases 1-3 and 10; a forming team may add inspired-product.) 4. Will you ship a native iOS client? (Yes keeps Phase 8; no skips it.) 5. Do you have customers to talk to, or must you find them? (Gates the human evidence loop in Phases 1-2 and optional mom-test / continuous-discovery.) 6. What load do you expect in the first months — daily active users and actions per day? (Feeds Phase 7 capacity math and stops premature scaling.) 7. Solo build or team, and who owns shipping cadence? (Gates Phase 9 shaping.)
Phase-skip heuristics: skip Phase 2 when the core flow is already tested or trivial; skip Phase 8 unless shipping native iOS; skip Phase 7 only when load is obviously tiny — but still record the estimate; for a weekend prototype, run Phases 3-6 as one pass but never skip the Dependency Rule.
Then create `docs/CREATE-APP-PLAN.md` from the template with every phase statused, marking Phase 8 iOS-conditional. Done when `docs/CREATE-APP-PLAN.md` exists with every phase statused and the user has confirmed the plan.
## Phases
### Phase 1 — Validate the riskiest assumption (lean-startup)
**Purpose:** Prove the belief that would kill the app if false — before writing production code.
**Brief (fallback):** Plan Build-Measure-Learn backward: what must you learn, how will you know, what is the smallest build that finds out. Rank leap-of-faith assumptions by what is fatal, not what is easy to test. An MVP is a learning vehicle, often crude (Dropbox validated with a video, not a sync engine). Climb the validation ladder — signups weak, paid deposit strong, active usage strongest; aim for behavioral level 4-5, never "would you use this?" opinion.
**Invoke:** Use the `lean-startup` skill with the idea and, if CUSTOMER.md exists, the job statement. Ask for ranked leap-of-faith assumptions, the single smallest experiment that falsifies the riskiest, and a pre-committed behavioral success threshold.
**Decide with the user:** Which assumption is fatal if false? Which experiment type — smoke test (demand), concierge (value), Wizard of Oz (automation)? What go/pivot threshold, fixed before running? Only the user runs it with real people; then pause `awaiting-evidence`.
**Artifact:** Create docs/PRODUCT.md with `## Vision` and `## MVP Definition`; create docs/EXPERIMENTS.md with `## Experiment Cards` (EXP-001 with hypothesis, metric, decision rule) and `## Experiment Backlog`. Update the tracker.
**Done when:** the fatal assumption is named, EXP-001 has a pre-committed threshold, PRODUCT.md states the MVP scope, and the user has the experiment to run.
### Phase 2 — De-risk the core experience (design-sprint)
**Purpose:** Settle what the core flow should be with a tested facade, before committing engineering time.
**Brief (fallback):** Five days: Map the problem Monday, Sketch Tuesday, Decide Wednesday, Prototype Thursday, Test with five real users Friday. Output is a high-fidelity facade plus evidence, not code. The riskiest moment is a stranger's first ten minutes — test whether they understand it and finish the core task with no explanation. Five users surface the patterns; you need patterns, not significance. Never explain the prototype; watch where they get stuck.
**Invoke:** Use the `design-sprint` skill with the MVP scope from PRODUCT.md. Ask for a Monday map and How Might We reframes, a winning concept storyboard, and a five-act interview script with a note-taking grid (checkmark / cross / tilde per participant). Record the approved script under the sprint card in docs/EXPERIMENTS.md when pausing, so it survives the session break.
**Decide with the user (on return):** Does the tested flow work as-is, need a reshape, or expose a demand problem that loops back to Phase 1? Which confusions become fixes?
**Artifact:** Create docs/DESIGN.md with `## Design Direction`; extend docs/EXPERIMENTS.md `## Experiment Cards` with the sprint test and its verdict. Update the tracker.
**Done when:** DESIGN.md records the direction, the sprint result and verdict are in EXPERIMENTS.md, and the user chose proceed / reshape / loop.
### Phase 3 — Draw the boundaries (clean-architecture)
**Purpose:** Isolate business rules so the database, framework, and providers stay swappable details.
**Brief (fallback):** Source code dependencies point inward — frameworks toward use cases toward entities. Business rules must not import the framework or ORM. Use cases define interfaces (e.g. InvoiceRepository); infrastructure implements them; controllers translate an HTTP request into a plain request object and receive a plain response — no framework type crosses the boundary. Diagnostic: can you test the business rules with no database, web server, or framework running? Four circles are typical, not sacred — draw boundaries only at points of volatility.
**Invoke:** Use the `clean-architecture` skill with the validated MVP scope from PRODUCT.md. Ask for the layer map, the core use case with its request/response models, and the repository interfaces it depends on.
**Decide with the user:** Where are the real volatility boundaries (database, third-party APIs, delivery mechanism)? Full four layers, or collapse adapters and frameworks for a small app?
**Artifact:** Create docs/ARCHITECTURE.md with `## System Context` and `## Layer Map & Dependency Rule` (layers, what depends on what, a violations table). Update the tracker.
**Done when:** ARCHITECTURE.md names the layers, the Dependency Rule direction is explicit, and the core business rule is testable with no infrastructure.
### Phase 4 — Model the domain (domain-driven-design)
**Purpose:** Make the code speak the business so a domain expert could read it and spot wh
Source provenance
Decision snapshot
2,078 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for create-app, ready for a manual X post.
create-app: Guided journey from a raw app idea to a validated, cleanly architected first version that shi... 2.1K stars https://www.openagentskill.com/skills/wondelai-create-app?ref=x
Listing + install path for create-app: https://www.openagentskill.com/skills/wondelai-create-app?ref=x Install: npx skills add wondelai/skills --skill create-app
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to wondelai but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
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Sandbox only
Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
175.1K StarsTaste Skill: Anti-Slop Frontend
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85.2K StarsVox Director
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
1.8K StarsCanvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
175.1K StarsSandbox only
Install targets
Codex install prompt
Install the "create-app" agent skill from https://github.com/wondelai/skills/tree/main/create-app. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-design, ios-hig-design, 37signals-way, software-design-philosophy - asking the user questions at every decision point and recording results in the project docs/ folder (PRODUCT.md, ARCHITECTURE.md, EXPERIMENTS.md, CREATE-APP-PLAN.md) so the journey resumes across sessions. Use when the user wants to build a new app, validate an idea before writing code, architect an MVP that will not need a rewrite, or says ''help me build my app the right way''. App already exists: use improve-app or grow-app. Business idea not yet validated: run create-business first. Marketing site only: use create-website. Architecture-only question: design-code-architecture. For one framework in isolation, invoke that skill directly. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"wondelai-create-app","task":"Install create-app","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add wondelai/skills --skill create-app
Maintenance
fresh
9d since push
Risk
Risky
Permission surface may require sandboxing
GitHub quality
2.1K
80/100 Quality · 82/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · Financial research output is not financial advice; require human review before any live investment decision
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
RiskyA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
2.1K GitHub stars
Repo activity
2.1K stars, 214 forks
Maintenance
9d since push
License
MIT
Install
npx skills add wondelai/skills --skill create-app
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add wondelai/skills --skill create-appDo not use when
Alternative
175.1K Stars
npx skills add anthropics/skills --skill frontend-design
Alternative
85.2K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
1.8K Stars
npx skills add Alisa0808/vox-director --skill vox-director
Alternative
175.1K Stars
npx skills add anthropics/skills --skill canvas-design
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/wondelai-create-app/install
Agent should check
Copy prompt
Task: Use create-app in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/wondelai-create-app/install
Install command: npx skills add wondelai/skills --skill create-app
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/wondelai-create-app/install
LLM text format
/api/skills/wondelai-create-app/install?format=text
Find alternatives
/api/skills/search?q=create-app&limit=3
Agent prompt
Use create-app for this task. Review https://www.openagentskill.com/api/skills/wondelai-create-app/install, then install with: npx skills add wondelai/skills --skill create-appRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/wondelai-create-app
LLM text
/api/registry/manifest/wondelai-create-app?format=text
Install alias
/api/registry/install/wondelai-create-app
Recommend
/api/registry/recommend?task=Use%20create-app%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser automation
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Browser automation
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS2.1K GitHub stars
Stars/forks activity
INFO2.1K stars, 214 forks; issue activity unavailable in current metadata
Recent maintenance
PASS9d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: create-app description: 'Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-design, ios-hig-design, 37signals-way, software-design-philosophy - asking the user questions at every decision point and recording results in the project docs/ folder (PRODUCT.md, ARCHITECTURE.md, EXPERIMENTS.md, CREATE-APP-PLAN.md) so the journey resumes across sessions. Use when the user wants to build a new app, validate an idea before writing code, architect an MVP that will not need a rewrite, or says ''help me build my app the right way''. App already exists: use improve-app or grow-app. Business idea not yet validated: run create-business first. Marketing site only: use create-website. Architecture-only question: design-code-architecture. For one framework in isolation, invoke that skill directly.' license: MIT metadata: author: wondelai version: "1.0.1" ---
# Create an App
Take a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence — without over-building for scale you have not earned, or writing a prototype that calcifies into a rewrite. This journey runs ten phases: it asks before every decision and records each choice in `docs/` so you can stop and resume across sessions. The early phases often produce no code at all; once an experiment greenlights building, the engineering phases build the real thing well.
## Core Principle
**Validate fast while keeping options open: make the expensive-to-reverse decisions early and defer everything cheap.** Spend scarce early effort on the few things that compound — the riskiest assumption, the dependency boundaries, the domain language — and aggressively avoid waste everywhere else.
This skill sequences the phases, asks the questions, and records the decisions; the constituent skills carry the method. Invoke them rather than improvising their frameworks.
## Journey Map
| Phase | Skill | Question it answers | Artifact | |---|---|---|---| | 1 | lean-startup | Is the riskiest assumption true, and what is the MVP? | Creates docs/PRODUCT.md + docs/EXPERIMENTS.md | | 2 | design-sprint | What should the core flow be? | Creates docs/DESIGN.md, extends docs/EXPERIMENTS.md — awaiting-evidence | | 3 | clean-architecture | What boundaries keep options open? | Creates docs/ARCHITECTURE.md | | 4 | domain-driven-design | What does the code mean? | Extends docs/ARCHITECTURE.md | | 5 | clean-code | Is each function readable and tested? | Creates docs/TESTING.md | | 6 | pragmatic-programmer | Which habits keep it healthy? | Extends docs/TESTING.md + docs/TECH-DEBT.md | | 7 | system-design | How big must it really be? | Extends docs/ARCHITECTURE.md | | 8 | ios-hig-design | Does it feel native on iOS? | Extends docs/DESIGN.md — iOS only | | 9 | 37signals-way | What ships, and what is cut? | Extends docs/PRODUCT.md + docs/STRATEGY.md | | 10 | software-design-philosophy | Where is complexity hiding? | Extends docs/TECH-DEBT.md + docs/ARCHITECTURE.md |
## Operating Rules
1. **Resume first.** Before anything else, read `docs/CREATE-APP-PLAN.md` and every artifact in the Journey Map. If the tracker exists, summarize the journey state in 3-5 lines and ask which phase to enter. Done when the user has confirmed an entry point. A journey with a tracker is resumed, never restarted. 2. **Intake on first run only.** No tracker: run the Intake below, then create `docs/CREATE-APP-PLAN.md` with every phase statused `pending | in-progress | awaiting-evidence | done | deferred: reason | skipped: reason`. Done when the tracker exists and the user has confirmed the phase plan. 3. **Phase entry.** Announce: what the phase does, the decision it forces, the artifact it produces, rough effort. Offer proceed / skip / defer — phases marked GATE may be deferred, never skipped. Mark the phase `in-progress` on proceed. Done when the user chose. 4. **Skill invocation and fallback.** Load the phase's skill and use it: each phase's Invoke line names the skill by slug — use that skill to run the phase. If it is not available, offer: `npx skills add wondelai/skills/<slug> --global`. If the user declines, run the phase from its Brief — the minimum viable method. State which mode you are in. 5. **In-phase decisions.** Ask every question under "Decide with the user" — with concrete options and your recommendation. Record the choice in the tracker's Key Decisions. A decision made silently is a defect. 6. **Phase exit.** Present the draft artifact content for sign-off before writing. On approval: write or extend the docs/ files, update the tracker (status, Key Decisions, Next Actions). Done when the files are written and the phase row shows `done`. 7. **Artifact discipline.** Read before writing; create a file only if missing, otherwise extend — add or update your sections, preserve everyone else's. Files are UPPERCASE in `docs/`. Every recommendation lands as a checkbox or a table row with owner and priority. See [references/artifact-templates.md](references/artifact-templates.md) when creating a docs/ file for the first time — create it from the full skeleton (all section headings), then fill the sections your phase names. 8. **The agent prepares and processes; only the human talks to customers and test users.** Draft sprint scripts and interview guides and score the results, then pause with status `awaiting-evidence` until the user returns with notes. The ios-hig-design phase applies only when shipping a native iOS app; skip it otherwise at intake.
## Intake
Ask these before creating the tracker:
1. What is the app idea in one sentence, and what is the riskiest belief behind it? (Gates Phase 1; if the job the app is hired for is fuzzy, add the jobs-to-be-done optional phase.) 2. Is the underlying idea already validated with behavioral evidence, or still a hunch? (Unvalidated and high-stakes makes Phase 1 mandatory; if paying customers already exist you may be in the wrong journey — improve-app or grow-app.) 3. What is the stage — weekend prototype, funded build toward launch, or a team forming around it? (A prototype leans on Phases 1-3 and 10; a forming team may add inspired-product.) 4. Will you ship a native iOS client? (Yes keeps Phase 8; no skips it.) 5. Do you have customers to talk to, or must you find them? (Gates the human evidence loop in Phases 1-2 and optional mom-test / continuous-discovery.) 6. What load do you expect in the first months — daily active users and actions per day? (Feeds Phase 7 capacity math and stops premature scaling.) 7. Solo build or team, and who owns shipping cadence? (Gates Phase 9 shaping.)
Phase-skip heuristics: skip Phase 2 when the core flow is already tested or trivial; skip Phase 8 unless shipping native iOS; skip Phase 7 only when load is obviously tiny — but still record the estimate; for a weekend prototype, run Phases 3-6 as one pass but never skip the Dependency Rule.
Then create `docs/CREATE-APP-PLAN.md` from the template with every phase statused, marking Phase 8 iOS-conditional. Done when `docs/CREATE-APP-PLAN.md` exists with every phase statused and the user has confirmed the plan.
## Phases
### Phase 1 — Validate the riskiest assumption (lean-startup)
**Purpose:** Prove the belief that would kill the app if false — before writing production code.
**Brief (fallback):** Plan Build-Measure-Learn backward: what must you learn, how will you know, what is the smallest build that finds out. Rank leap-of-faith assumptions by what is fatal, not what is easy to test. An MVP is a learning vehicle, often crude (Dropbox validated with a video, not a sync engine). Climb the validation ladder — signups weak, paid deposit strong, active usage strongest; aim for behavioral level 4-5, never "would you use this?" opinion.
**Invoke:** Use the `lean-startup` skill with the idea and, if CUSTOMER.md exists, the job statement. Ask for ranked leap-of-faith assumptions, the single smallest experiment that falsifies the riskiest, and a pre-committed behavioral success threshold.
**Decide with the user:** Which assumption is fatal if false? Which experiment type — smoke test (demand), concierge (value), Wizard of Oz (automation)? What go/pivot threshold, fixed before running? Only the user runs it with real people; then pause `awaiting-evidence`.
**Artifact:** Create docs/PRODUCT.md with `## Vision` and `## MVP Definition`; create docs/EXPERIMENTS.md with `## Experiment Cards` (EXP-001 with hypothesis, metric, decision rule) and `## Experiment Backlog`. Update the tracker.
**Done when:** the fatal assumption is named, EXP-001 has a pre-committed threshold, PRODUCT.md states the MVP scope, and the user has the experiment to run.
### Phase 2 — De-risk the core experience (design-sprint)
**Purpose:** Settle what the core flow should be with a tested facade, before committing engineering time.
**Brief (fallback):** Five days: Map the problem Monday, Sketch Tuesday, Decide Wednesday, Prototype Thursday, Test with five real users Friday. Output is a high-fidelity facade plus evidence, not code. The riskiest moment is a stranger's first ten minutes — test whether they understand it and finish the core task with no explanation. Five users surface the patterns; you need patterns, not significance. Never explain the prototype; watch where they get stuck.
**Invoke:** Use the `design-sprint` skill with the MVP scope from PRODUCT.md. Ask for a Monday map and How Might We reframes, a winning concept storyboard, and a five-act interview script with a note-taking grid (checkmark / cross / tilde per participant). Record the approved script under the sprint card in docs/EXPERIMENTS.md when pausing, so it survives the session break.
**Decide with the user (on return):** Does the tested flow work as-is, need a reshape, or expose a demand problem that loops back to Phase 1? Which confusions become fixes?
**Artifact:** Create docs/DESIGN.md with `## Design Direction`; extend docs/EXPERIMENTS.md `## Experiment Cards` with the sprint test and its verdict. Update the tracker.
**Done when:** DESIGN.md records the direction, the sprint result and verdict are in EXPERIMENTS.md, and the user chose proceed / reshape / loop.
### Phase 3 — Draw the boundaries (clean-architecture)
**Purpose:** Isolate business rules so the database, framework, and providers stay swappable details.
**Brief (fallback):** Source code dependencies point inward — frameworks toward use cases toward entities. Business rules must not import the framework or ORM. Use cases define interfaces (e.g. InvoiceRepository); infrastructure implements them; controllers translate an HTTP request into a plain request object and receive a plain response — no framework type crosses the boundary. Diagnostic: can you test the business rules with no database, web server, or framework running? Four circles are typical, not sacred — draw boundaries only at points of volatility.
**Invoke:** Use the `clean-architecture` skill with the validated MVP scope from PRODUCT.md. Ask for the layer map, the core use case with its request/response models, and the repository interfaces it depends on.
**Decide with the user:** Where are the real volatility boundaries (database, third-party APIs, delivery mechanism)? Full four layers, or collapse adapters and frameworks for a small app?
**Artifact:** Create docs/ARCHITECTURE.md with `## System Context` and `## Layer Map & Dependency Rule` (layers, what depends on what, a violations table). Update the tracker.
**Done when:** ARCHITECTURE.md names the layers, the Dependency Rule direction is explicit, and the core business rule is testable with no infrastructure.
### Phase 4 — Model the domain (domain-driven-design)
**Purpose:** Make the code speak the business so a domain expert could read it and spot wh
Source provenance
Decision snapshot
2,078 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for create-app, ready for a manual X post.
create-app: Guided journey from a raw app idea to a validated, cleanly architected first version that shi... 2.1K stars https://www.openagentskill.com/skills/wondelai-create-app?ref=x
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Install targets
Codex install prompt
Install the "create-app" agent skill from https://github.com/wondelai/skills/tree/main/create-app. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-design, ios-hig-design, 37signals-way, software-design-philosophy - asking the user questions at every decision point and recording results in the project docs/ folder (PRODUCT.md, ARCHITECTURE.md, EXPERIMENTS.md, CREATE-APP-PLAN.md) so the journey resumes across sessions. Use when the user wants to build a new app, validate an idea before writing code, architect an MVP that will not need a rewrite, or says ''help me build my app the right way''. App already exists: use improve-app or grow-app. Business idea not yet validated: run create-business first. Marketing site only: use create-website. Architecture-only question: design-code-architecture. For one framework in isolation, invoke that skill directly. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"wondelai-create-app","task":"Install create-app","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add wondelai/skills --skill create-app
Maintenance
fresh
9d since push
Risk
Risky
Permission surface may require sandboxing
GitHub quality
2.1K
80/100 Quality · 82/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · Financial research output is not financial advice; require human review before any live investment decision
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
RiskyA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
2.1K GitHub stars
Repo activity
2.1K stars, 214 forks
Maintenance
9d since push
License
MIT
Install
npx skills add wondelai/skills --skill create-app
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add wondelai/skills --skill create-appDo not use when
Alternative
175.1K Stars
npx skills add anthropics/skills --skill frontend-design
Alternative
85.2K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
1.8K Stars
npx skills add Alisa0808/vox-director --skill vox-director
Alternative
175.1K Stars
npx skills add anthropics/skills --skill canvas-design
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/wondelai-create-app/install
Agent should check
Copy prompt
Task: Use create-app in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/wondelai-create-app/install
Install command: npx skills add wondelai/skills --skill create-app
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/wondelai-create-app/install
LLM text format
/api/skills/wondelai-create-app/install?format=text
Find alternatives
/api/skills/search?q=create-app&limit=3
Agent prompt
Use create-app for this task. Review https://www.openagentskill.com/api/skills/wondelai-create-app/install, then install with: npx skills add wondelai/skills --skill create-appRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/wondelai-create-app
LLM text
/api/registry/manifest/wondelai-create-app?format=text
Install alias
/api/registry/install/wondelai-create-app
Recommend
/api/registry/recommend?task=Use%20create-app%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser automation
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Browser automation
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS2.1K GitHub stars
Stars/forks activity
INFO2.1K stars, 214 forks; issue activity unavailable in current metadata
Recent maintenance
PASS9d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: create-app description: 'Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-design, ios-hig-design, 37signals-way, software-design-philosophy - asking the user questions at every decision point and recording results in the project docs/ folder (PRODUCT.md, ARCHITECTURE.md, EXPERIMENTS.md, CREATE-APP-PLAN.md) so the journey resumes across sessions. Use when the user wants to build a new app, validate an idea before writing code, architect an MVP that will not need a rewrite, or says ''help me build my app the right way''. App already exists: use improve-app or grow-app. Business idea not yet validated: run create-business first. Marketing site only: use create-website. Architecture-only question: design-code-architecture. For one framework in isolation, invoke that skill directly.' license: MIT metadata: author: wondelai version: "1.0.1" ---
# Create an App
Take a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence — without over-building for scale you have not earned, or writing a prototype that calcifies into a rewrite. This journey runs ten phases: it asks before every decision and records each choice in `docs/` so you can stop and resume across sessions. The early phases often produce no code at all; once an experiment greenlights building, the engineering phases build the real thing well.
## Core Principle
**Validate fast while keeping options open: make the expensive-to-reverse decisions early and defer everything cheap.** Spend scarce early effort on the few things that compound — the riskiest assumption, the dependency boundaries, the domain language — and aggressively avoid waste everywhere else.
This skill sequences the phases, asks the questions, and records the decisions; the constituent skills carry the method. Invoke them rather than improvising their frameworks.
## Journey Map
| Phase | Skill | Question it answers | Artifact | |---|---|---|---| | 1 | lean-startup | Is the riskiest assumption true, and what is the MVP? | Creates docs/PRODUCT.md + docs/EXPERIMENTS.md | | 2 | design-sprint | What should the core flow be? | Creates docs/DESIGN.md, extends docs/EXPERIMENTS.md — awaiting-evidence | | 3 | clean-architecture | What boundaries keep options open? | Creates docs/ARCHITECTURE.md | | 4 | domain-driven-design | What does the code mean? | Extends docs/ARCHITECTURE.md | | 5 | clean-code | Is each function readable and tested? | Creates docs/TESTING.md | | 6 | pragmatic-programmer | Which habits keep it healthy? | Extends docs/TESTING.md + docs/TECH-DEBT.md | | 7 | system-design | How big must it really be? | Extends docs/ARCHITECTURE.md | | 8 | ios-hig-design | Does it feel native on iOS? | Extends docs/DESIGN.md — iOS only | | 9 | 37signals-way | What ships, and what is cut? | Extends docs/PRODUCT.md + docs/STRATEGY.md | | 10 | software-design-philosophy | Where is complexity hiding? | Extends docs/TECH-DEBT.md + docs/ARCHITECTURE.md |
## Operating Rules
1. **Resume first.** Before anything else, read `docs/CREATE-APP-PLAN.md` and every artifact in the Journey Map. If the tracker exists, summarize the journey state in 3-5 lines and ask which phase to enter. Done when the user has confirmed an entry point. A journey with a tracker is resumed, never restarted. 2. **Intake on first run only.** No tracker: run the Intake below, then create `docs/CREATE-APP-PLAN.md` with every phase statused `pending | in-progress | awaiting-evidence | done | deferred: reason | skipped: reason`. Done when the tracker exists and the user has confirmed the phase plan. 3. **Phase entry.** Announce: what the phase does, the decision it forces, the artifact it produces, rough effort. Offer proceed / skip / defer — phases marked GATE may be deferred, never skipped. Mark the phase `in-progress` on proceed. Done when the user chose. 4. **Skill invocation and fallback.** Load the phase's skill and use it: each phase's Invoke line names the skill by slug — use that skill to run the phase. If it is not available, offer: `npx skills add wondelai/skills/<slug> --global`. If the user declines, run the phase from its Brief — the minimum viable method. State which mode you are in. 5. **In-phase decisions.** Ask every question under "Decide with the user" — with concrete options and your recommendation. Record the choice in the tracker's Key Decisions. A decision made silently is a defect. 6. **Phase exit.** Present the draft artifact content for sign-off before writing. On approval: write or extend the docs/ files, update the tracker (status, Key Decisions, Next Actions). Done when the files are written and the phase row shows `done`. 7. **Artifact discipline.** Read before writing; create a file only if missing, otherwise extend — add or update your sections, preserve everyone else's. Files are UPPERCASE in `docs/`. Every recommendation lands as a checkbox or a table row with owner and priority. See [references/artifact-templates.md](references/artifact-templates.md) when creating a docs/ file for the first time — create it from the full skeleton (all section headings), then fill the sections your phase names. 8. **The agent prepares and processes; only the human talks to customers and test users.** Draft sprint scripts and interview guides and score the results, then pause with status `awaiting-evidence` until the user returns with notes. The ios-hig-design phase applies only when shipping a native iOS app; skip it otherwise at intake.
## Intake
Ask these before creating the tracker:
1. What is the app idea in one sentence, and what is the riskiest belief behind it? (Gates Phase 1; if the job the app is hired for is fuzzy, add the jobs-to-be-done optional phase.) 2. Is the underlying idea already validated with behavioral evidence, or still a hunch? (Unvalidated and high-stakes makes Phase 1 mandatory; if paying customers already exist you may be in the wrong journey — improve-app or grow-app.) 3. What is the stage — weekend prototype, funded build toward launch, or a team forming around it? (A prototype leans on Phases 1-3 and 10; a forming team may add inspired-product.) 4. Will you ship a native iOS client? (Yes keeps Phase 8; no skips it.) 5. Do you have customers to talk to, or must you find them? (Gates the human evidence loop in Phases 1-2 and optional mom-test / continuous-discovery.) 6. What load do you expect in the first months — daily active users and actions per day? (Feeds Phase 7 capacity math and stops premature scaling.) 7. Solo build or team, and who owns shipping cadence? (Gates Phase 9 shaping.)
Phase-skip heuristics: skip Phase 2 when the core flow is already tested or trivial; skip Phase 8 unless shipping native iOS; skip Phase 7 only when load is obviously tiny — but still record the estimate; for a weekend prototype, run Phases 3-6 as one pass but never skip the Dependency Rule.
Then create `docs/CREATE-APP-PLAN.md` from the template with every phase statused, marking Phase 8 iOS-conditional. Done when `docs/CREATE-APP-PLAN.md` exists with every phase statused and the user has confirmed the plan.
## Phases
### Phase 1 — Validate the riskiest assumption (lean-startup)
**Purpose:** Prove the belief that would kill the app if false — before writing production code.
**Brief (fallback):** Plan Build-Measure-Learn backward: what must you learn, how will you know, what is the smallest build that finds out. Rank leap-of-faith assumptions by what is fatal, not what is easy to test. An MVP is a learning vehicle, often crude (Dropbox validated with a video, not a sync engine). Climb the validation ladder — signups weak, paid deposit strong, active usage strongest; aim for behavioral level 4-5, never "would you use this?" opinion.
**Invoke:** Use the `lean-startup` skill with the idea and, if CUSTOMER.md exists, the job statement. Ask for ranked leap-of-faith assumptions, the single smallest experiment that falsifies the riskiest, and a pre-committed behavioral success threshold.
**Decide with the user:** Which assumption is fatal if false? Which experiment type — smoke test (demand), concierge (value), Wizard of Oz (automation)? What go/pivot threshold, fixed before running? Only the user runs it with real people; then pause `awaiting-evidence`.
**Artifact:** Create docs/PRODUCT.md with `## Vision` and `## MVP Definition`; create docs/EXPERIMENTS.md with `## Experiment Cards` (EXP-001 with hypothesis, metric, decision rule) and `## Experiment Backlog`. Update the tracker.
**Done when:** the fatal assumption is named, EXP-001 has a pre-committed threshold, PRODUCT.md states the MVP scope, and the user has the experiment to run.
### Phase 2 — De-risk the core experience (design-sprint)
**Purpose:** Settle what the core flow should be with a tested facade, before committing engineering time.
**Brief (fallback):** Five days: Map the problem Monday, Sketch Tuesday, Decide Wednesday, Prototype Thursday, Test with five real users Friday. Output is a high-fidelity facade plus evidence, not code. The riskiest moment is a stranger's first ten minutes — test whether they understand it and finish the core task with no explanation. Five users surface the patterns; you need patterns, not significance. Never explain the prototype; watch where they get stuck.
**Invoke:** Use the `design-sprint` skill with the MVP scope from PRODUCT.md. Ask for a Monday map and How Might We reframes, a winning concept storyboard, and a five-act interview script with a note-taking grid (checkmark / cross / tilde per participant). Record the approved script under the sprint card in docs/EXPERIMENTS.md when pausing, so it survives the session break.
**Decide with the user (on return):** Does the tested flow work as-is, need a reshape, or expose a demand problem that loops back to Phase 1? Which confusions become fixes?
**Artifact:** Create docs/DESIGN.md with `## Design Direction`; extend docs/EXPERIMENTS.md `## Experiment Cards` with the sprint test and its verdict. Update the tracker.
**Done when:** DESIGN.md records the direction, the sprint result and verdict are in EXPERIMENTS.md, and the user chose proceed / reshape / loop.
### Phase 3 — Draw the boundaries (clean-architecture)
**Purpose:** Isolate business rules so the database, framework, and providers stay swappable details.
**Brief (fallback):** Source code dependencies point inward — frameworks toward use cases toward entities. Business rules must not import the framework or ORM. Use cases define interfaces (e.g. InvoiceRepository); infrastructure implements them; controllers translate an HTTP request into a plain request object and receive a plain response — no framework type crosses the boundary. Diagnostic: can you test the business rules with no database, web server, or framework running? Four circles are typical, not sacred — draw boundaries only at points of volatility.
**Invoke:** Use the `clean-architecture` skill with the validated MVP scope from PRODUCT.md. Ask for the layer map, the core use case with its request/response models, and the repository interfaces it depends on.
**Decide with the user:** Where are the real volatility boundaries (database, third-party APIs, delivery mechanism)? Full four layers, or collapse adapters and frameworks for a small app?
**Artifact:** Create docs/ARCHITECTURE.md with `## System Context` and `## Layer Map & Dependency Rule` (layers, what depends on what, a violations table). Update the tracker.
**Done when:** ARCHITECTURE.md names the layers, the Dependency Rule direction is explicit, and the core business rule is testable with no infrastructure.
### Phase 4 — Model the domain (domain-driven-design)
**Purpose:** Make the code speak the business so a domain expert could read it and spot wh
Source provenance
Decision snapshot
2,078 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for create-app, ready for a manual X post.
create-app: Guided journey from a raw app idea to a validated, cleanly architected first version that shi... 2.1K stars https://www.openagentskill.com/skills/wondelai-create-app?ref=x
Listing + install path for create-app: https://www.openagentskill.com/skills/wondelai-create-app?ref=x Install: npx skills add wondelai/skills --skill create-app
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Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
175.1K StarsTaste Skill: Anti-Slop Frontend
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Install targets
Codex install prompt
Install the "create-app" agent skill from https://github.com/wondelai/skills/tree/main/create-app. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-design, ios-hig-design, 37signals-way, software-design-philosophy - asking the user questions at every decision point and recording results in the project docs/ folder (PRODUCT.md, ARCHITECTURE.md, EXPERIMENTS.md, CREATE-APP-PLAN.md) so the journey resumes across sessions. Use when the user wants to build a new app, validate an idea before writing code, architect an MVP that will not need a rewrite, or says ''help me build my app the right way''. App already exists: use improve-app or grow-app. Business idea not yet validated: run create-business first. Marketing site only: use create-website. Architecture-only question: design-code-architecture. For one framework in isolation, invoke that skill directly. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"wondelai-create-app","task":"Install create-app","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add wondelai/skills --skill create-app
Maintenance
fresh
9d since push
Risk
Risky
Permission surface may require sandboxing
GitHub quality
2.1K
80/100 Quality · 82/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · Financial research output is not financial advice; require human review before any live investment decision
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
RiskyA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
2.1K GitHub stars
Repo activity
2.1K stars, 214 forks
Maintenance
9d since push
License
MIT
Install
npx skills add wondelai/skills --skill create-app
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add wondelai/skills --skill create-appDo not use when
Alternative
175.1K Stars
npx skills add anthropics/skills --skill frontend-design
Alternative
85.2K Stars
npx skills add Leonxlnx/taste-skill --skill design-taste-frontend
Alternative
1.8K Stars
npx skills add Alisa0808/vox-director --skill vox-director
Alternative
175.1K Stars
npx skills add anthropics/skills --skill canvas-design
Agent safety v2
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/wondelai-create-app/install
Agent should check
Copy prompt
Task: Use create-app in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20create-app%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/wondelai-create-app/install
Install command: npx skills add wondelai/skills --skill create-app
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/wondelai-create-app/install
LLM text format
/api/skills/wondelai-create-app/install?format=text
Find alternatives
/api/skills/search?q=create-app&limit=3
Agent prompt
Use create-app for this task. Review https://www.openagentskill.com/api/skills/wondelai-create-app/install, then install with: npx skills add wondelai/skills --skill create-appRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/wondelai-create-app
LLM text
/api/registry/manifest/wondelai-create-app?format=text
Install alias
/api/registry/install/wondelai-create-app
Recommend
/api/registry/recommend?task=Use%20create-app%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser automation
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Browser automation
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS2.1K GitHub stars
Stars/forks activity
INFO2.1K stars, 214 forks; issue activity unavailable in current metadata
Recent maintenance
PASS9d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills that may fit this task.
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
--- name: create-app description: 'Guided journey from a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence. Orchestrates ten skills phase by phase - lean-startup, design-sprint, clean-architecture, domain-driven-design, clean-code, pragmatic-programmer, system-design, ios-hig-design, 37signals-way, software-design-philosophy - asking the user questions at every decision point and recording results in the project docs/ folder (PRODUCT.md, ARCHITECTURE.md, EXPERIMENTS.md, CREATE-APP-PLAN.md) so the journey resumes across sessions. Use when the user wants to build a new app, validate an idea before writing code, architect an MVP that will not need a rewrite, or says ''help me build my app the right way''. App already exists: use improve-app or grow-app. Business idea not yet validated: run create-business first. Marketing site only: use create-website. Architecture-only question: design-code-architecture. For one framework in isolation, invoke that skill directly.' license: MIT metadata: author: wondelai version: "1.0.1" ---
# Create an App
Take a raw app idea to a validated, cleanly architected first version that ships on a sustainable cadence — without over-building for scale you have not earned, or writing a prototype that calcifies into a rewrite. This journey runs ten phases: it asks before every decision and records each choice in `docs/` so you can stop and resume across sessions. The early phases often produce no code at all; once an experiment greenlights building, the engineering phases build the real thing well.
## Core Principle
**Validate fast while keeping options open: make the expensive-to-reverse decisions early and defer everything cheap.** Spend scarce early effort on the few things that compound — the riskiest assumption, the dependency boundaries, the domain language — and aggressively avoid waste everywhere else.
This skill sequences the phases, asks the questions, and records the decisions; the constituent skills carry the method. Invoke them rather than improvising their frameworks.
## Journey Map
| Phase | Skill | Question it answers | Artifact | |---|---|---|---| | 1 | lean-startup | Is the riskiest assumption true, and what is the MVP? | Creates docs/PRODUCT.md + docs/EXPERIMENTS.md | | 2 | design-sprint | What should the core flow be? | Creates docs/DESIGN.md, extends docs/EXPERIMENTS.md — awaiting-evidence | | 3 | clean-architecture | What boundaries keep options open? | Creates docs/ARCHITECTURE.md | | 4 | domain-driven-design | What does the code mean? | Extends docs/ARCHITECTURE.md | | 5 | clean-code | Is each function readable and tested? | Creates docs/TESTING.md | | 6 | pragmatic-programmer | Which habits keep it healthy? | Extends docs/TESTING.md + docs/TECH-DEBT.md | | 7 | system-design | How big must it really be? | Extends docs/ARCHITECTURE.md | | 8 | ios-hig-design | Does it feel native on iOS? | Extends docs/DESIGN.md — iOS only | | 9 | 37signals-way | What ships, and what is cut? | Extends docs/PRODUCT.md + docs/STRATEGY.md | | 10 | software-design-philosophy | Where is complexity hiding? | Extends docs/TECH-DEBT.md + docs/ARCHITECTURE.md |
## Operating Rules
1. **Resume first.** Before anything else, read `docs/CREATE-APP-PLAN.md` and every artifact in the Journey Map. If the tracker exists, summarize the journey state in 3-5 lines and ask which phase to enter. Done when the user has confirmed an entry point. A journey with a tracker is resumed, never restarted. 2. **Intake on first run only.** No tracker: run the Intake below, then create `docs/CREATE-APP-PLAN.md` with every phase statused `pending | in-progress | awaiting-evidence | done | deferred: reason | skipped: reason`. Done when the tracker exists and the user has confirmed the phase plan. 3. **Phase entry.** Announce: what the phase does, the decision it forces, the artifact it produces, rough effort. Offer proceed / skip / defer — phases marked GATE may be deferred, never skipped. Mark the phase `in-progress` on proceed. Done when the user chose. 4. **Skill invocation and fallback.** Load the phase's skill and use it: each phase's Invoke line names the skill by slug — use that skill to run the phase. If it is not available, offer: `npx skills add wondelai/skills/<slug> --global`. If the user declines, run the phase from its Brief — the minimum viable method. State which mode you are in. 5. **In-phase decisions.** Ask every question under "Decide with the user" — with concrete options and your recommendation. Record the choice in the tracker's Key Decisions. A decision made silently is a defect. 6. **Phase exit.** Present the draft artifact content for sign-off before writing. On approval: write or extend the docs/ files, update the tracker (status, Key Decisions, Next Actions). Done when the files are written and the phase row shows `done`. 7. **Artifact discipline.** Read before writing; create a file only if missing, otherwise extend — add or update your sections, preserve everyone else's. Files are UPPERCASE in `docs/`. Every recommendation lands as a checkbox or a table row with owner and priority. See [references/artifact-templates.md](references/artifact-templates.md) when creating a docs/ file for the first time — create it from the full skeleton (all section headings), then fill the sections your phase names. 8. **The agent prepares and processes; only the human talks to customers and test users.** Draft sprint scripts and interview guides and score the results, then pause with status `awaiting-evidence` until the user returns with notes. The ios-hig-design phase applies only when shipping a native iOS app; skip it otherwise at intake.
## Intake
Ask these before creating the tracker:
1. What is the app idea in one sentence, and what is the riskiest belief behind it? (Gates Phase 1; if the job the app is hired for is fuzzy, add the jobs-to-be-done optional phase.) 2. Is the underlying idea already validated with behavioral evidence, or still a hunch? (Unvalidated and high-stakes makes Phase 1 mandatory; if paying customers already exist you may be in the wrong journey — improve-app or grow-app.) 3. What is the stage — weekend prototype, funded build toward launch, or a team forming around it? (A prototype leans on Phases 1-3 and 10; a forming team may add inspired-product.) 4. Will you ship a native iOS client? (Yes keeps Phase 8; no skips it.) 5. Do you have customers to talk to, or must you find them? (Gates the human evidence loop in Phases 1-2 and optional mom-test / continuous-discovery.) 6. What load do you expect in the first months — daily active users and actions per day? (Feeds Phase 7 capacity math and stops premature scaling.) 7. Solo build or team, and who owns shipping cadence? (Gates Phase 9 shaping.)
Phase-skip heuristics: skip Phase 2 when the core flow is already tested or trivial; skip Phase 8 unless shipping native iOS; skip Phase 7 only when load is obviously tiny — but still record the estimate; for a weekend prototype, run Phases 3-6 as one pass but never skip the Dependency Rule.
Then create `docs/CREATE-APP-PLAN.md` from the template with every phase statused, marking Phase 8 iOS-conditional. Done when `docs/CREATE-APP-PLAN.md` exists with every phase statused and the user has confirmed the plan.
## Phases
### Phase 1 — Validate the riskiest assumption (lean-startup)
**Purpose:** Prove the belief that would kill the app if false — before writing production code.
**Brief (fallback):** Plan Build-Measure-Learn backward: what must you learn, how will you know, what is the smallest build that finds out. Rank leap-of-faith assumptions by what is fatal, not what is easy to test. An MVP is a learning vehicle, often crude (Dropbox validated with a video, not a sync engine). Climb the validation ladder — signups weak, paid deposit strong, active usage strongest; aim for behavioral level 4-5, never "would you use this?" opinion.
**Invoke:** Use the `lean-startup` skill with the idea and, if CUSTOMER.md exists, the job statement. Ask for ranked leap-of-faith assumptions, the single smallest experiment that falsifies the riskiest, and a pre-committed behavioral success threshold.
**Decide with the user:** Which assumption is fatal if false? Which experiment type — smoke test (demand), concierge (value), Wizard of Oz (automation)? What go/pivot threshold, fixed before running? Only the user runs it with real people; then pause `awaiting-evidence`.
**Artifact:** Create docs/PRODUCT.md with `## Vision` and `## MVP Definition`; create docs/EXPERIMENTS.md with `## Experiment Cards` (EXP-001 with hypothesis, metric, decision rule) and `## Experiment Backlog`. Update the tracker.
**Done when:** the fatal assumption is named, EXP-001 has a pre-committed threshold, PRODUCT.md states the MVP scope, and the user has the experiment to run.
### Phase 2 — De-risk the core experience (design-sprint)
**Purpose:** Settle what the core flow should be with a tested facade, before committing engineering time.
**Brief (fallback):** Five days: Map the problem Monday, Sketch Tuesday, Decide Wednesday, Prototype Thursday, Test with five real users Friday. Output is a high-fidelity facade plus evidence, not code. The riskiest moment is a stranger's first ten minutes — test whether they understand it and finish the core task with no explanation. Five users surface the patterns; you need patterns, not significance. Never explain the prototype; watch where they get stuck.
**Invoke:** Use the `design-sprint` skill with the MVP scope from PRODUCT.md. Ask for a Monday map and How Might We reframes, a winning concept storyboard, and a five-act interview script with a note-taking grid (checkmark / cross / tilde per participant). Record the approved script under the sprint card in docs/EXPERIMENTS.md when pausing, so it survives the session break.
**Decide with the user (on return):** Does the tested flow work as-is, need a reshape, or expose a demand problem that loops back to Phase 1? Which confusions become fixes?
**Artifact:** Create docs/DESIGN.md with `## Design Direction`; extend docs/EXPERIMENTS.md `## Experiment Cards` with the sprint test and its verdict. Update the tracker.
**Done when:** DESIGN.md records the direction, the sprint result and verdict are in EXPERIMENTS.md, and the user chose proceed / reshape / loop.
### Phase 3 — Draw the boundaries (clean-architecture)
**Purpose:** Isolate business rules so the database, framework, and providers stay swappable details.
**Brief (fallback):** Source code dependencies point inward — frameworks toward use cases toward entities. Business rules must not import the framework or ORM. Use cases define interfaces (e.g. InvoiceRepository); infrastructure implements them; controllers translate an HTTP request into a plain request object and receive a plain response — no framework type crosses the boundary. Diagnostic: can you test the business rules with no database, web server, or framework running? Four circles are typical, not sacred — draw boundaries only at points of volatility.
**Invoke:** Use the `clean-architecture` skill with the validated MVP scope from PRODUCT.md. Ask for the layer map, the core use case with its request/response models, and the repository interfaces it depends on.
**Decide with the user:** Where are the real volatility boundaries (database, third-party APIs, delivery mechanism)? Full four layers, or collapse adapters and frameworks for a small app?
**Artifact:** Create docs/ARCHITECTURE.md with `## System Context` and `## Layer Map & Dependency Rule` (layers, what depends on what, a violations table). Update the tracker.
**Done when:** ARCHITECTURE.md names the layers, the Dependency Rule direction is explicit, and the core business rule is testable with no infrastructure.
### Phase 4 — Model the domain (domain-driven-design)
**Purpose:** Make the code speak the business so a domain expert could read it and spot wh
Source provenance
Decision snapshot
2,078 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for create-app, ready for a manual X post.
create-app: Guided journey from a raw app idea to a validated, cleanly architected first version that shi... 2.1K stars https://www.openagentskill.com/skills/wondelai-create-app?ref=x
Listing + install path for create-app: https://www.openagentskill.com/skills/wondelai-create-app?ref=x Install: npx skills add wondelai/skills --skill create-app
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to wondelai but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/wondelai-create-app?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
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@wondelai
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Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
175.1K StarsTaste Skill: Anti-Slop Frontend
Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.
85.2K StarsVox Director
Turn one topic into a narrated Vox-style paper-collage explainer or ad video, from script through captions.
1.8K StarsCanvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
175.1K StarsPermission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness