How do I install axiom-ios-vision?

Run `npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does axiom-ios-vision support?

axiom-ios-vision works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is axiom-ios-vision free to use?

Yes. axiom-ios-vision is free to install and use. It is available from the open explainx.ai skill registry published by charleswiltgen.

Where can I read ratings and reviews for axiom-ios-vision?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install axiom-ios-vision?

Run `npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does axiom-ios-vision support?

axiom-ios-vision works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is axiom-ios-vision free to use?

Yes. axiom-ios-vision is free to install and use. It is available from the open explainx.ai skill registry published by charleswiltgen.

Where can I read ratings and reviews for axiom-ios-vision?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install axiom-ios-vision?

Run `npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does axiom-ios-vision support?

axiom-ios-vision works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is axiom-ios-vision free to use?

Yes. axiom-ios-vision is free to install and use. It is available from the open explainx.ai skill registry published by charleswiltgen.

Where can I read ratings and reviews for axiom-ios-vision?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install axiom-ios-vision?

Run `npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does axiom-ios-vision support?

axiom-ios-vision works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is axiom-ios-vision free to use?

Yes. axiom-ios-vision is free to install and use. It is available from the open explainx.ai skill registry published by charleswiltgen.

Where can I read ratings and reviews for axiom-ios-vision?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install axiom-ios-vision?

Run `npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does axiom-ios-vision support?

axiom-ios-vision works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is axiom-ios-vision free to use?

Yes. axiom-ios-vision is free to install and use. It is available from the open explainx.ai skill registry published by charleswiltgen.

Where can I read ratings and reviews for axiom-ios-vision?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install axiom-ios-vision?

Run `npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does axiom-ios-vision support?

axiom-ios-vision works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is axiom-ios-vision free to use?

Yes. axiom-ios-vision is free to install and use. It is available from the open explainx.ai skill registry published by charleswiltgen.

Where can I read ratings and reviews for axiom-ios-vision?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install axiom-ios-vision?

Run `npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does axiom-ios-vision support?

axiom-ios-vision works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is axiom-ios-vision free to use?

Yes. axiom-ios-vision is free to install and use. It is available from the open explainx.ai skill registry published by charleswiltgen.

Where can I read ratings and reviews for axiom-ios-vision?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install axiom-ios-vision?

Run `npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does axiom-ios-vision support?

axiom-ios-vision works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is axiom-ios-vision free to use?

Yes. axiom-ios-vision is free to install and use. It is available from the open explainx.ai skill registry published by charleswiltgen.

Where can I read ratings and reviews for axiom-ios-vision?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install axiom-ios-vision?

Run `npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does axiom-ios-vision support?

axiom-ios-vision works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is axiom-ios-vision free to use?

Yes. axiom-ios-vision is free to install and use. It is available from the open explainx.ai skill registry published by charleswiltgen.

Where can I read ratings and reviews for axiom-ios-vision?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install axiom-ios-vision?

Run `npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision` in your terminal. You need to have run `npx skills init` once in your project first.

Which agent frameworks does axiom-ios-vision support?

axiom-ios-vision works with any agent framework supported by the Skills registry, including Claude Code, Cursor, GitHub Copilot, Cline, Codex, and Gemini CLI.

Is axiom-ios-vision free to use?

Yes. axiom-ios-vision is free to install and use. It is available from the open explainx.ai skill registry published by charleswiltgen.

Where can I read ratings and reviews for axiom-ios-vision?

Community ratings and review text appear on this explainx.ai skill page below the description. Reviews use a 1–5 scale and may include short written feedback from signed-in members.

How do I install axiom-ios-vision?

Run `npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision` in your terminal. You need to have run `npx skills init` once in your project first.

Productivity

axiom-ios-vision▌

charleswiltgen/axiom · updated May 25, 2026

MDX-style export adds YAML metadata + attribution linking explainx.ai and this canonical listing URL.

$npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision

0 commentsdiscussion

summary

You MUST use this skill for ANY computer vision work using the Vision framework.

skill.md

iOS Computer Vision Router

You MUST use this skill for ANY computer vision work using the Vision framework.

When to Use

Use this router when:

Analyzing images or video
Detecting objects, faces, or people
Tracking hand or body pose
Segmenting people or subjects
Lifting subjects from backgrounds
Recognizing text in images (OCR)
Detecting barcodes or QR codes
Scanning documents
Using VisionKit or DataScannerViewController
Integrating with Visual Intelligence (iOS 26+ system camera feature)

Routing Logic

Vision Work

Implementation patterns → /skill axiom-vision

Subject segmentation (VisionKit)
Hand pose detection (21 landmarks)
Body pose detection (2D/3D)
Person segmentation
Face detection
Isolating objects while excluding hands
Text recognition (VNRecognizeTextRequest)
Barcode/QR detection (VNDetectBarcodesRequest)
Document scanning (VNDocumentCameraViewController)
Live scanning (DataScannerViewController)
Structured document extraction (RecognizeDocumentsRequest, iOS 26+)

API reference → /skill axiom-vision-ref

Complete Vision framework API
VNDetectHumanHandPoseRequest
VNDetectHumanBodyPoseRequest
VNGenerateForegroundInstanceMaskRequest
VNRecognizeTextRequest (fast/accurate modes)
VNDetectBarcodesRequest (symbologies)
DataScannerViewController delegates
RecognizeDocumentsRequest (iOS 26+)
Coordinate conversion patterns

Visual Intelligence integration → /skill axiom-vision-ref (see Visual Intelligence Integration section)

Making app content discoverable to Visual Intelligence camera
IntentValueQuery and SemanticContentDescriptor
Deep linking from Visual Intelligence results

Diagnostics → /skill axiom-vision-diag

Subject not detected
Hand pose missing landmarks
Low confidence observations
Performance issues
Coordinate conversion bugs
Text not recognized or wrong characters
Barcodes not detected
DataScanner showing blank or no items
Document edges not detected

Decision Tree

Implementing (pose, segmentation, OCR, barcodes, documents, live scanning)? → vision
Visual Intelligence system integration (camera feature, iOS 26+)? → vision-ref (Visual Intelligence section)
Need API reference / code examples? → vision-ref
Debugging issues (detection failures, confidence, coordinates)? → vision-diag

Anti-Rationalization

Thought	Reality
"Vision framework is just a request/handler pattern"	Vision has coordinate conversion, confidence thresholds, and performance gotchas. vision covers them.
"I'll handle text recognition without the skill"	VNRecognizeTextRequest has fast/accurate modes and language-specific settings. vision has the patterns.
"Subject segmentation is straightforward"	Instance masks have HDR compositing and hand-exclusion patterns. vision covers complex scenarios.
"Visual Intelligence is just the camera API"	Visual Intelligence is a system-level feature requiring IntentValueQuery and SemanticContentDescriptor. vision-ref has the integration section.

Critical Patterns

vision:

Subject segmentation with VisionKit
Hand pose detection (21 landmarks)
Body pose detection (2D/3D, up to 4 people)
Isolating objects while excluding hands
CoreImage HDR compositing
Text recognition (fast vs accurate modes)
Barcode detection (symbology selection)
Document scanning with perspective correction
Live scanning with DataScannerViewController
Structured document extraction (iOS 26+)

vision-diag:

Subject detection failures
Landmark tracking issues
Performance optimization
Observation confidence thresholds
Text recognition failures (language, contrast)
Barcode detection issues (symbology, distance)
DataScanner troubleshooting
Document edge detection problems

Example Invocations

User: "How do I detect hand pose in an image?" → Invoke: /skill axiom-vision

User: "Isolate a subject but exclude the user's hands" → Invoke: /skill axiom-vision

User: "How do I read text from an image?" → Invoke: /skill axiom-vision

User: "Scan QR codes with the camera" → Invoke: /skill axiom-vision

User: "How do I implement document scanning?" → Invoke: /skill axiom-vision

User: "Use DataScannerViewController for live text" → Invoke: /skill axiom-vision

User: "Subject detection isn't working" → Invoke: /skill axiom-vision-diag

User: "Text recognition returns wrong characters" → Invoke: /skill axiom-vision-diag

User: "Barcode not being detected" → Invoke: /skill axiom-vision-diag

User: "Show me VNDetectHumanBodyPoseRequest examples" → Invoke: /skill axiom-vision-ref

User: "What symbologies does VNDetectBarcodesRequest support?" → Invoke: /skill axiom-vision-ref

User: "RecognizeDocumentsRequest API reference" → Invoke: /skill axiom-vision-ref

User: "How do I make my app work with Visual Intelligence?" → Invoke: /skill axiom-vision-ref

User: "How do users discover my app content through the camera?" → Invoke: /skill axiom-vision-ref

how to use axiom-ios-vision

How to use axiom-ios-vision on Cursor

AI-first code editor with Composer

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

›Cursor installed and configured on your development machine
›Node.js version 16.0+ with npm package manager (verify with node --version)
›Active project directory or workspace where you want to add axiom-ios-vision

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/charleswiltgen/axiom --skill axiom-ios-vision

The skills CLI fetches axiom-ios-vision from GitHub repository charleswiltgen/axiom and configures it for Cursor.

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?

│

│ ── Universal (.agents/skills) ── always included ────

│ • Amp

│ • Antigravity

│ • Cline

│ • Codex

│ ●Cursor(selected)

│ • Cursor

│ • Windsurf

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/axiom-ios-vision

Reload or restart Cursor to activate axiom-ios-vision. Access the skill through slash commands (e.g., /axiom-ios-vision) or your agent's skill management interface.

⚠

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

Additional Resources

›View source code on GitHub ›Skills CLI documentation ›Learn more about Cursor ›What are agent skills?

List & Monetize Your Skill

Submit your Claude Code skill and start earning

GET_STARTED →

Use Cases▌

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

✓

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

✓

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

✓

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

✓

Save 3-5 hours/week on communication overhead

Implementation Guide▌

Prerequisites

›Claude Desktop or compatible AI client
›Access to product documentation and roadmap tools (Jira, Notion, etc.)
›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
›Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

1.Install product management skill
2.Start with user story generation for known feature
3.Progress to competitive analysis: research 2-3 competitors
4.Use for roadmap prioritization: apply RICE/ICE scoring
5.Draft stakeholder communications and refine based on feedback
6.Build template library for recurring PM tasks
7.Share effective prompts with product team

Common Pitfalls

⚠Not validating competitive research—verify facts before sharing
⚠Accepting user stories without involving engineering team
⚠Over-relying on frameworks without qualitative judgment
⚠Not customizing outputs to company culture and communication style
⚠Skipping stakeholder validation of generated requirements

Best Practices▌

✓ Do

+Validate research and competitive analysis with real data
+Collaborate with engineering when generating technical requirements
+Customize frameworks and templates to your company context
+Use skill for first drafts, refine with stakeholder input
+Document successful prompt patterns for PM tasks
+Combine AI efficiency with human judgment and intuition

✗ Don't

−Don't publish competitive analysis without fact-checking
−Don't finalize user stories without engineering review
−Don't make prioritization decisions solely on AI scoring
−Don't skip customer validation of generated requirements
−Don't ignore company-specific context and culture

💡 Pro Tips

★Provide context: company goals, constraints, customer feedback
★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
★Use skill for 70% generation + 30% customization to company needs

When to Use This▌

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path▌

1Basic: user stories, feature specs, status updates
2Intermediate: competitive analysis, prioritization frameworks, PRDs
3Advanced: product strategy, go-to-market planning, OKR setting
4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)

No comments yet — start the thread.

general reviews

Ratings

4.6★★★★★61 reviews

★★★★★Kofi Rahman· Dec 24, 2024
axiom-ios-vision reduced setup friction for our internal harness; good balance of opinion and flexibility.
★★★★★Kofi Farah· Dec 8, 2024
Useful defaults in axiom-ios-vision — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
★★★★★Mei Rao· Dec 4, 2024
Keeps context tight: axiom-ios-vision is the kind of skill you can hand to a new teammate without a long onboarding doc.
★★★★★Kaira Flores· Dec 4, 2024
axiom-ios-vision is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
★★★★★Kofi Flores· Nov 27, 2024
I recommend axiom-ios-vision for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
★★★★★Kofi Abbas· Nov 23, 2024
axiom-ios-vision is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
★★★★★Kaira Lopez· Nov 23, 2024
Keeps context tight: axiom-ios-vision is the kind of skill you can hand to a new teammate without a long onboarding doc.
★★★★★Diya Jackson· Nov 19, 2024
We added axiom-ios-vision from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
★★★★★Evelyn Taylor· Nov 15, 2024
Solid pick for teams standardizing on skills: axiom-ios-vision is focused, and the summary matches what you get after install.
★★★★★Diya Thomas· Nov 15, 2024
axiom-ios-vision has been reliable in day-to-day use. Documentation quality is above average for community skills.

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