How should growth-design-review be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

growth-design-review answer-first brief

Review UI designs and code against Product Psychology & Growth Design frameworks (Psych, B.I.A.S., C.L.E.A.R., UI Rules of Thumb, Psychological Triggers). Use when asked to "review my design", "audit growth UX", "check conversion optimization", "review onboarding flow", "audit landing page", or "propose a development plan for my UI". --- name: growth-design-review description: Review UI designs and code against Product Psychology & Growth Design frameworks (Psych, B.I.A.S., C.L.E.A.R., UI Rules of Thumb, Psychological Triggers). Use when asked to "review my design", "audit growth UX", "check conversion optimization", "review onboarding flow", "audit landing page", or "propose a development plan for my UI". license: MIT --- 🧠 Growth Design Review Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

growth-design-review is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 89/100

growth-design-review

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Feb 24, 2026

Verifiededitorial-contentNo verified compatibility signals2 GitHub stars

Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.

2 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 24, 2026

Vendor

Woakin

Artifacts

Benchmarks

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/woakin/growth-design-review.git

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Woakin

profilemedium

Observed Feb 24, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium

Observed Feb 24, 2026Source link Provenance

Auth modes

api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Adoption (1)

Adoption signal

2 GitHub stars

profilemedium

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

markdown

## 📈 Growth Design Audit

### 1. Psych Framework Analysis
**Net Perceived Value Assessment:**
- **Motivation signals found:** [List any]
- **Friction points found:** [List any]
- **Psych Additions present:** [Rewards, progress markers, delighters]
- **Psych Subtractions to fix:** [Redundant fields, cognitive load, jargon]
- **Labor Illusion usage:** [Present/missing, recommendation]

### 2. B.I.A.S. Behavioral Audit
| Dimension | Status | Finding |
| :--- | :---: | :--- |
| **Block** (Visual Hierarchy & Trust) | [Pass/Fail] | [Brief explanation] |
| **Interpret** (Clarity over Cleverness) | [Pass/Fail] | [Brief explanation] |
| **Act** (Decision Simplicity) | [Pass/Fail] | [Brief explanation] |
| **Store** (Peak-End Rule) | [Pass/Fail] | [Brief explanation] |

### 3. C.L.E.A.R. Scorecard
| Dimension | Score (1-5) | Finding |
| :--- | :---: | :--- |
| **C** - Copywriting | X/5 | [Brief explanation] |
| **L** - Layout | X/5 | [Brief explanation] |
| **E** - Emphasis | X/5 | [Brief explanation] |
| **A** - Accessibility | X/5 | [Brief explanation] |
| **R** - Reward | X/5 | [Brief explanation] |
| **Total Score** | **XX/25** | |

### 4. UI Rules of Thumb
- **Page Type Identified:** [Landing / Dashboard / Onboarding / Component / Other]
- **Compliance Analysis:** [Findings per applicable rule based on the page type]

### 5. Psychological Triggers
- **IKEA Effect:** [Present / Missed Opportunity] - [Explanation]
- **Zeigarnik Effect:** [Present / Missed Opportunity] - [Explanation]
- **Loss Aversion:** [Present / Missed Opportunity] - [Explanation]

---

## 🏗 Development Plan

### 🔴 Priority 1 — Critical (High Impact, Low Effort)
| # | Action | Framework | File(s) | Rationale |
|---|--------|-----------|---------|-----------|
| 1 | [Action] | [Framework] | [File path] | [Why this matters] |

### 🟡 Priority 2 — Important (High Impact, Higher Effort)
| # | Action | Framework | File(s) | Rationale |
|---|--------|-----------|---------|-----------|
| 1 | [Action] | [Fram

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

name: growth-design-review description: Review UI designs and code against Product Psychology & Growth Design frameworks (Psych, B.I.A.S., C.L.E.A.R., UI Rules of Thumb, Psychological Triggers). Use when asked to "review my design", "audit growth UX", "check conversion optimization", "review onboarding flow", "audit landing page", or "propose a development plan for my UI". license: MIT

🧠 Growth Design Review Skill

Review UI designs or code against Product Psychology & Growth Design frameworks. Propose a prioritized development plan following each framework's best practices to maximize the Net Perceived Value.

📚 Frameworks Overview

This skill applies five core frameworks. CRITICAL: You must read the full definitions in reference/frameworks.md before performing any review.

Psych Framework — Maximize Net Perceived Value (Motivation - Friction).
B.I.A.S. Framework — Behavioral audit: Block, Interpret, Act, Store.
C.L.E.A.R. Scorecard — Copywriting, Layout, Emphasis, Accessibility, Reward.
UI Rules of Thumb — Page-type specific patterns (e.g., Landing, Dashboard, Onboarding).
Psychological Triggers — Utilization of the IKEA Effect, Zeigarnik Effect, and Loss Aversion.

🛠 Review Process

Whenever a user requests a review, strictly follow these steps:

Load Context: Read the reference/frameworks.md file from this skill's directory.
Understand the Target: Read the target UI files (components, pages, styles) the user wants reviewed. If none are provided, ask the user which files to evaluate.
Systematic Audit: Evaluate the UI against all five frameworks systematically.
Scoring: Rate each C.L.E.A.R. dimension (Copy, Layout, Emphasis, Accessibility, Reward) on a strict 1–5 scale.
Actionable Output: Generate the output exactly matching the format below.
Next Steps: Offer to implement the Priority 1 (Critical) items immediately for the user.

📋 Required Output Format

You must format your response exactly as follows:

## 📈 Growth Design Audit

### 1. Psych Framework Analysis
**Net Perceived Value Assessment:**
- **Motivation signals found:** [List any]
- **Friction points found:** [List any]
- **Psych Additions present:** [Rewards, progress markers, delighters]
- **Psych Subtractions to fix:** [Redundant fields, cognitive load, jargon]
- **Labor Illusion usage:** [Present/missing, recommendation]

### 2. B.I.A.S. Behavioral Audit
| Dimension | Status | Finding |
| :--- | :---: | :--- |
| **Block** (Visual Hierarchy & Trust) | [Pass/Fail] | [Brief explanation] |
| **Interpret** (Clarity over Cleverness) | [Pass/Fail] | [Brief explanation] |
| **Act** (Decision Simplicity) | [Pass/Fail] | [Brief explanation] |
| **Store** (Peak-End Rule) | [Pass/Fail] | [Brief explanation] |

### 3. C.L.E.A.R. Scorecard
| Dimension | Score (1-5) | Finding |
| :--- | :---: | :--- |
| **C** - Copywriting | X/5 | [Brief explanation] |
| **L** - Layout | X/5 | [Brief explanation] |
| **E** - Emphasis | X/5 | [Brief explanation] |
| **A** - Accessibility | X/5 | [Brief explanation] |
| **R** - Reward | X/5 | [Brief explanation] |
| **Total Score** | **XX/25** | |

### 4. UI Rules of Thumb
- **Page Type Identified:** [Landing / Dashboard / Onboarding / Component / Other]
- **Compliance Analysis:** [Findings per applicable rule based on the page type]

### 5. Psychological Triggers
- **IKEA Effect:** [Present / Missed Opportunity] - [Explanation]
- **Zeigarnik Effect:** [Present / Missed Opportunity] - [Explanation]
- **Loss Aversion:** [Present / Missed Opportunity] - [Explanation]

---

## 🏗 Development Plan

### 🔴 Priority 1 — Critical (High Impact, Low Effort)
| # | Action | Framework | File(s) | Rationale |
|---|--------|-----------|---------|-----------|
| 1 | [Action] | [Framework] | [File path] | [Why this matters] |

### 🟡 Priority 2 — Important (High Impact, Higher Effort)
| # | Action | Framework | File(s) | Rationale |
|---|--------|-----------|---------|-----------|
| 1 | [Action] | [Framework] | [File path] | [Why this matters] |

### 🟢 Priority 3 — Nice to Have (Lower Impact)
| # | Action | Framework | File(s) | Rationale |
|---|--------|-----------|---------|-----------|
| 1 | [Action] | [Framework] | [File path] | [Why this matters] |

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

api_key

Streaming

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Invocation examples

curl -s "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/contract"

curl -s "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

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Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/woakin/growth-design-review#input",
  "outputSchemaRef": "https://github.com/woakin/growth-design-review#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:45:25.097Z",
  "sourceUpdatedAt": "2026-02-24T19:45:25.097Z",
  "freshnessSeconds": 19550510
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T02:27:15.403Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:45:25.097Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:25.097Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/woakin/growth-design-review#input",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:25.097Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Woakin",
    "href": "https://github.com/woakin/growth-design-review",
    "sourceUrl": "https://github.com/woakin/growth-design-review",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "2 GitHub stars",
    "href": "https://github.com/woakin/growth-design-review",
    "sourceUrl": "https://github.com/woakin/growth-design-review",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/woakin-growth-design-review/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]