New: Earn 20% as an AgentAlley affiliate. Share your link and earn on every sale you refer. Join now New: Earn 20% as an affiliate. Join now

Write a high-retention YouTube script

YouTube Script Writer Skill

by mohitagw15856 · MIT license · ★ 1,395 on GitHub · updated Sep 23

YouTube Script Writer Skill cover

Write a high-retention YouTube script — explainer, tutorial, video essay, review, or talking head — on the packaging then cold-open then value-stack then retention structure that holds watch time past the drop-off cliffs. Use when asked…

---
name: youtube-script-writer
description: "Write a high-retention YouTube script — explainer, tutorial, video essay, review, or talking head — on the packaging then cold-open then value-stack then retention structure that holds watch time past the drop-off cliffs. Use when asked to write a YouTube script, script a long-form or explainer video, draft a video hook, outline a video essay, or turn a blog post or talk into a video. Produces title and thumbnail concepts, multiple hook options, a beat-by-beat body with retention devices, and clear visual and audio cues."
---

# YouTube Script Writer Skill

This skill helps creators write highly engaging, structured, and visually-dynamic scripts optimized for YouTube's retention algorithm. It converts raw ideas, articles, or transcripts into a ready-to-shoot script with clear visual cues, pacing indicators, and audio directions.

## What This Skill Produces

- **3 Title & Thumbnail Concepts:** CTR-optimized titles matching distinct psychological triggers (curiosity, result-driven, contrarian) paired with clear visual thumbnail layout suggestions.
- **3 Hook Variations (0:00 - 0:30):** Different hook formats (contrarian statement, story setup, pattern interrupt) that deliver immediately on the title's promise.
- **Retention-Optimized Script Table:** A side-by-side or block-formatted script separating video cues (B-roll, camera angles, text overlays, zooms) and audio cues (dialogue, voiceover, sound effects, music changes).
- **Outro & Video Metadata:** A seamless video outro designed to prevent viewer exit, along with search-optimized description templates and relevant tags.

## Required Inputs

Overview

This skill helps creators write highly engaging, structured, and visually-dynamic scripts optimized for YouTube's retention algorithm. It converts raw ideas, articles, or transcripts into a ready-to-shoot script with clear visual cues, pacing indicators, and audio directions.

Manual install (npx, ZIP)
Claude Codenpx skills add mohitagw15856/pm-claude-skills --skill youtube-script-writer -g -a claude-code
Claude Code (manual)mkdir -p ~/.claude/skills && curl -sL https://codeload.github.com/mohitagw15856/pm-claude-skills/tar.gz/f6ca79348c55 \ | tar -xz -C ~/.claude/skills --strip-components=2 pm-claude-skills-f6ca79348c55/skills/youtube-script-writer
Windows (PowerShell)New-Item -ItemType Directory -Force "$HOME\.claude\skills" | Out-Null; Invoke-WebRequest "https://m.agentalley.io/zip/dbe0c9e86d6b27fa2ec0/youtube-script-writer.zip" -OutFile "$env:TEMP\youtube-script-writer.zip"; Expand-Archive "$env:TEMP\youtube-script-writer.zip" -DestinationPath "$HOME\.claude\skills" -Force
Claude.ai / desktopDownload the ZIP and upload it under Settings → Capabilities → Skills.
Codex, Cursor, other agentsPoint them at SKILL.md. The other files are plain text.

Connects with Agent Alley MCP · agentalley.io/mcp

Files included

  • SKILL.md9.3 KB
Read the files here
mohitagw15856/f6ca7931 file
SKILL.md
Show the full text116 lines

YouTube Script Writer Skill

This skill helps creators write highly engaging, structured, and visually-dynamic scripts optimized for YouTube's retention algorithm. It converts raw ideas, articles, or transcripts into a ready-to-shoot script with clear visual cues, pacing indicators, and audio directions.

What This Skill Produces

  • 3 Title & Thumbnail Concepts: CTR-optimized titles matching distinct psychological triggers (curiosity, result-driven, contrarian) paired with clear visual thumbnail layout suggestions.
  • 3 Hook Variations (0:00 - 0:30): Different hook formats (contrarian statement, story setup, pattern interrupt) that deliver immediately on the title's promise.
  • Retention-Optimized Script Table: A side-by-side or block-formatted script separating video cues (B-roll, camera angles, text overlays, zooms) and audio cues (dialogue, voiceover, sound effects, music changes).
  • Outro & Video Metadata: A seamless video outro designed to prevent viewer exit, along with search-optimized description templates and relevant tags.

Required Inputs

Ask the user for these if not provided:

  • Topic/Concept — What is the video about? (e.g., "How I built a SaaS in 30 days")
  • Target Audience — Who is watching? (e.g., beginner developers, student designers)
  • Target Duration — Approximate length in minutes (e.g., 5-7 minutes, 10-15 minutes)
  • Script Tone/Voice — E.g., energetic, educational, storytelling, conversational, comedic
  • Primary Goal — (e.g., get newsletter signups, sell a course, increase viewer retention)

Pacing & Retention Model

Every YouTube script must follow this structure to prevent early drop-off:

  1. The Hook (0:00 - 0:30): Promise immediate value. No intros, no logo animation, and no generic greeting ("Hey guys, welcome back...").
  2. The Stakes / Re-Hook (0:30 - 1:00): Establish why this topic is difficult, urgent, or valuable. Introduce the "villain" (the problem) and the "hero" (the solution).
  3. Chapters / Milestones (1:00 - 90% mark): Divide the core content into 3-5 distinct chapters. Every chapter must have a clear micro-payoff.
  4. Pattern Interrupts: Suggest visual or audio changes every 4-8 seconds. Use zoomed frames, pop-up text, B-roll transitions, or sound effects (whoosh, ding, pop) to keep attention.
  5. The Payoff / Climax (90% - 95% mark): Deliver the ultimate piece of advice or final revelation promised in the hook.
  6. Seamless Transition CTA (95% - end): Never signal the end with "in conclusion" or "that is all." Bridge the final value point directly to recommending the next video or a quick call to action before the viewer leaves.

Output Format

[Working Title]

Target Duration: [Duration] | Audience: [Target Audience] | Tone: [Tone]


1. Title & Thumbnail Optimization
Title Options
  1. The Curiosity Gap: [e.g., "The Real Reason Your Code is Slow (It's Not Python)"]
  2. The Result-Oriented: [e.g., "How I Optimized My App to Handle 100k Users in 1 Hour"]
  3. The Contrarian: [e.g., "Stop Using React for Simple Projects"]
Thumbnail Concepts
  • Concept 1: [Visual details, e.g., Close-up of host with a worried face, split-screen showing a massive red 'Error' banner on one side and a clean green checkmark on the other. Large, bold 3-word text overlay: "STOP DOING THIS."]
  • Concept 2: [Visual details, e.g., Clean graphic representation of a server load graph spiking to the moon, contrasted with a flat green line. Text overlay: "100K USERS."]

2. Hook Variations (Choose One)
Variation 1: The Contrarian Hook
  • Visuals: [Host leans close to the camera, looking directly into the lens. Fast zoom-in on the word 'Slow' appearing in bold red letters on screen.]
  • Audio: "Almost every developer I talk to blames Python for their slow apps. But 90% of the time, the language isn't the problem. The bottleneck is actually inside a single line of config you probably wrote yesterday."
Variation 2: The Story Hook
  • Visuals: [Show B-roll of an editor showing 500 error logs flashing. Cut to host rubbing their forehead in frustration.]
  • Audio: "Last Tuesday at 3 AM, our database completely crashed under load. We were losing $200 every minute the site was down. After searching through stack traces for hours, we found a fix so simple I couldn't believe we missed it."
Variation 3: The Pattern Interrupt Hook
  • Visuals: [A stopwatch counts down from 5 seconds in the center of the screen. Sudden loud 'Ding' sound effect as the timer hits zero.]
  • Audio (Voiceover): "In the next 5 minutes, I am going to show you the exact performance tweak that saved our team $4,000 in monthly server costs. And no, you don't need to rewrite a single database query."

3. The Main Script
Time / Chapter Video Cues (B-Roll, Overlays, Camera Angles) Audio Cues (Spoken Script, Sound Effects, Music)
0:30 - 1:00
The Re-Hook
Show on-screen graphics displaying server costs. Zoom in slightly on the host. "Here is the reality: database optimization sounds incredibly complex. But most tutorials make you learn SQL queries you will never use. Today, we are keeping it purely practical."
1:00 - 3:30
Chapter 1: [Chapter Name]
[Visual Cue: Transition to screencast. Highlight lines 12-15 in the config file. Add cursor highlight.] "[Spoken Dialogue]: First, let's open up the default configuration file. Notice this specific pool size limit... [Sound Effect: soft click]"
3:30 - 6:00
Chapter 2: [Chapter Name]
[Visual Cue: Cut back to host. Push-in zoom on host's face to emphasize the point.] "[Spoken Dialogue]: This brings us to the next step. If you set this value too high, your server will freeze. If it's too low, users will wait forever. Here is how to find the sweet spot..."
6:00 - 8:30
Chapter 3: [Chapter Name]
[Visual Cue: B-roll of server monitoring dashboard showing a flatline turning into a healthy wave.] "[Spoken Dialogue]: Once we applied this setting, look at what happened to the response times. They dropped from 800 milliseconds down to 45."
8:30 - 9:00
The Payoff
Show split screen: Before config vs After config load times. "So, by changing just that one variable, we solved the crash problem completely without spending a single dollar on hardware upgrades."
9:00 - 9:30
Seamless CTA
[Visual Cue: On-screen card pops up pointing to a related video. Text overlay: 'Watch next: Scaling PostgreSQL Databases.'] "[Spoken Dialogue]: Now that your server is configured correctly, your next bottleneck is going to be database indexing. Click on this video right here where I break down indexing in under 5 minutes..."

4. Search-Optimized Metadata
  • Video Description: [First 3 sentences containing key terms for search ranking. E.g., 'Learn how to optimize server performance and prevent database crashes. This step-by-step tutorial walks you through server configuration tweaks to save hosting costs.']
  • Suggested Tags: server optimization, database configuration, web development, hosting costs, system architecture
  • Call-to-Action Link: [Insert link to newsletter or product page]

Quality Checks

  • Every title option is under 60 characters to prevent truncation on mobile devices.
  • No generic intro fillers (e.g., "Welcome back to my channel," "Don't forget to like and subscribe") in the first 60 seconds of any hook or script section.
  • Visual direction (B-roll, text overlays, zoom adjustments) is specified at least once every 10 seconds in the main script.
  • Script transitions to the Call to Action immediately after the payoff without declaring "in conclusion" or "thank you for watching."
  • Spoken audio lines are written in conversational language (short sentences, natural pauses, no overly academic jargon).

Anti-Patterns

  • Do not write paragraphs of dialogue without accompanying visual cues. YouTube is a visual-first medium; every paragraph of speech needs visual transitions.
  • Do not pitch sponsors, channel subscriptions, or external links during the hook (first 60 seconds).
  • Do not create a single generic hook; always provide 3 distinct hook variations (Contrarian, Story, Pattern Interrupt) to give the creator flexibility.
  • Do not use a generic outro that triggers the "viewer exit ramp" (e.g., "That's all for today's video, hope you enjoyed, see you next time!"). Suggest another video to keep viewers on the platform.

Example Trigger Phrases

  • "Write a YouTube script about my personal productivity system."
  • "Help me script a 10-minute video explaining inflation to college students."
  • "I need a YouTube outline and script for a tutorial on clean code in Python."
  • "Draft a retention-optimized YouTube script on how to build a SaaS in 2026."
1---
2name: youtube-script-writer
3description: "Write a high-retention YouTube script — explainer, tutorial, video essay, review, or talking head — on the packaging then cold-open then value-stack then retention structure that holds watch time past the drop-off cliffs. Use when asked to write a YouTube script, script a long-form or explainer video, draft a video hook, outline a video essay, or turn a blog post or talk into a video. Produces title and thumbnail concepts, multiple hook options, a beat-by-beat body with retention devices, and clear visual and audio cues."
4---
5 
6# YouTube Script Writer Skill
7 
8This skill helps creators write highly engaging, structured, and visually-dynamic scripts optimized for YouTube's retention algorithm. It converts raw ideas, articles, or transcripts into a ready-to-shoot script with clear visual cues, pacing indicators, and audio directions.
9 
10## What This Skill Produces
11 
12- **3 Title & Thumbnail Concepts:** CTR-optimized titles matching distinct psychological triggers (curiosity, result-driven, contrarian) paired with clear visual thumbnail layout suggestions.
13- **3 Hook Variations (0:00 - 0:30):** Different hook formats (contrarian statement, story setup, pattern interrupt) that deliver immediately on the title's promise.
14- **Retention-Optimized Script Table:** A side-by-side or block-formatted script separating video cues (B-roll, camera angles, text overlays, zooms) and audio cues (dialogue, voiceover, sound effects, music changes).
15- **Outro & Video Metadata:** A seamless video outro designed to prevent viewer exit, along with search-optimized description templates and relevant tags.
16 
17## Required Inputs
18 
19Ask the user for these if not provided:
20- **Topic/Concept** — What is the video about? (e.g., "How I built a SaaS in 30 days")
21- **Target Audience** — Who is watching? (e.g., beginner developers, student designers)
22- **Target Duration** — Approximate length in minutes (e.g., 5-7 minutes, 10-15 minutes)
23- **Script Tone/Voice** — E.g., energetic, educational, storytelling, conversational, comedic
24- **Primary Goal** — (e.g., get newsletter signups, sell a course, increase viewer retention)
25 
26## Pacing & Retention Model
27 
28Every YouTube script must follow this structure to prevent early drop-off:
29 
301. **The Hook (0:00 - 0:30):** Promise immediate value. No intros, no logo animation, and no generic greeting ("Hey guys, welcome back...").
312. **The Stakes / Re-Hook (0:30 - 1:00):** Establish why this topic is difficult, urgent, or valuable. Introduce the "villain" (the problem) and the "hero" (the solution).
323. **Chapters / Milestones (1:00 - 90% mark):** Divide the core content into 3-5 distinct chapters. Every chapter must have a clear micro-payoff.
334. **Pattern Interrupts:** Suggest visual or audio changes every 4-8 seconds. Use zoomed frames, pop-up text, B-roll transitions, or sound effects (whoosh, ding, pop) to keep attention.
345. **The Payoff / Climax (90% - 95% mark):** Deliver the ultimate piece of advice or final revelation promised in the hook.
356. **Seamless Transition CTA (95% - end):** Never signal the end with "in conclusion" or "that is all." Bridge the final value point directly to recommending the next video or a quick call to action before the viewer leaves.
36 
37---
38 
39## Output Format
40 
41### [Working Title]
42**Target Duration:** [Duration] | **Audience:** [Target Audience] | **Tone:** [Tone]
43 
44---
45 
46### 1. Title & Thumbnail Optimization
47 
48#### Title Options
491. **The Curiosity Gap:** [e.g., "The Real Reason Your Code is Slow (It's Not Python)"]
502. **The Result-Oriented:** [e.g., "How I Optimized My App to Handle 100k Users in 1 Hour"]
513. **The Contrarian:** [e.g., "Stop Using React for Simple Projects"]
52 
53#### Thumbnail Concepts
54- **Concept 1:** [Visual details, e.g., Close-up of host with a worried face, split-screen showing a massive red 'Error' banner on one side and a clean green checkmark on the other. Large, bold 3-word text overlay: "STOP DOING THIS."]
55- **Concept 2:** [Visual details, e.g., Clean graphic representation of a server load graph spiking to the moon, contrasted with a flat green line. Text overlay: "100K USERS."]
56 
57---
58 
59### 2. Hook Variations (Choose One)
60 
61#### Variation 1: The Contrarian Hook
62* **Visuals:** [Host leans close to the camera, looking directly into the lens. Fast zoom-in on the word 'Slow' appearing in bold red letters on screen.]
63* **Audio:** "Almost every developer I talk to blames Python for their slow apps. But 90% of the time, the language isn't the problem. The bottleneck is actually inside a single line of config you probably wrote yesterday."
64 
65#### Variation 2: The Story Hook
66* **Visuals:** [Show B-roll of an editor showing 500 error logs flashing. Cut to host rubbing their forehead in frustration.]
67* **Audio:** "Last Tuesday at 3 AM, our database completely crashed under load. We were losing $200 every minute the site was down. After searching through stack traces for hours, we found a fix so simple I couldn't believe we missed it."
68 
69#### Variation 3: The Pattern Interrupt Hook
70* **Visuals:** [A stopwatch counts down from 5 seconds in the center of the screen. Sudden loud 'Ding' sound effect as the timer hits zero.]
71* **Audio (Voiceover):** "In the next 5 minutes, I am going to show you the exact performance tweak that saved our team $4,000 in monthly server costs. And no, you don't need to rewrite a single database query."
72 
73---
74 
75### 3. The Main Script
76 
77| Time / Chapter | Video Cues (B-Roll, Overlays, Camera Angles) | Audio Cues (Spoken Script, Sound Effects, Music) |
78| :--- | :--- | :--- |
79| **0:30 - 1:00**<br>The Re-Hook | Show on-screen graphics displaying server costs. Zoom in slightly on the host. | "Here is the reality: database optimization sounds incredibly complex. But most tutorials make you learn SQL queries you will never use. Today, we are keeping it purely practical." |
80| **1:00 - 3:30**<br>Chapter 1: [Chapter Name] | [Visual Cue: Transition to screencast. Highlight lines 12-15 in the config file. Add cursor highlight.] | "[Spoken Dialogue]: First, let's open up the default configuration file. Notice this specific pool size limit... *[Sound Effect: soft click]*" |
81| **3:30 - 6:00**<br>Chapter 2: [Chapter Name] | [Visual Cue: Cut back to host. Push-in zoom on host's face to emphasize the point.] | "[Spoken Dialogue]: This brings us to the next step. If you set this value too high, your server will freeze. If it's too low, users will wait forever. Here is how to find the sweet spot..." |
82| **6:00 - 8:30**<br>Chapter 3: [Chapter Name] | [Visual Cue: B-roll of server monitoring dashboard showing a flatline turning into a healthy wave.] | "[Spoken Dialogue]: Once we applied this setting, look at what happened to the response times. They dropped from 800 milliseconds down to 45." |
83| **8:30 - 9:00**<br>The Payoff | Show split screen: Before config vs After config load times. | "So, by changing just that one variable, we solved the crash problem completely without spending a single dollar on hardware upgrades." |
84| **9:00 - 9:30**<br>Seamless CTA | [Visual Cue: On-screen card pops up pointing to a related video. Text overlay: 'Watch next: Scaling PostgreSQL Databases.'] | "[Spoken Dialogue]: Now that your server is configured correctly, your next bottleneck is going to be database indexing. Click on this video right here where I break down indexing in under 5 minutes..." |
85 
86---
87 
88### 4. Search-Optimized Metadata
89- **Video Description:** [First 3 sentences containing key terms for search ranking. E.g., 'Learn how to optimize server performance and prevent database crashes. This step-by-step tutorial walks you through server configuration tweaks to save hosting costs.']
90- **Suggested Tags:** server optimization, database configuration, web development, hosting costs, system architecture
91- **Call-to-Action Link:** [Insert link to newsletter or product page]
92 
93---
94 
95## Quality Checks
96 
97- [ ] Every title option is under 60 characters to prevent truncation on mobile devices.
98- [ ] No generic intro fillers (e.g., "Welcome back to my channel," "Don't forget to like and subscribe") in the first 60 seconds of any hook or script section.
99- [ ] Visual direction (B-roll, text overlays, zoom adjustments) is specified at least once every 10 seconds in the main script.
100- [ ] Script transitions to the Call to Action immediately after the payoff without declaring "in conclusion" or "thank you for watching."
101- [ ] Spoken audio lines are written in conversational language (short sentences, natural pauses, no overly academic jargon).
102 
103## Anti-Patterns
104 
105- [ ] Do not write paragraphs of dialogue without accompanying visual cues. YouTube is a visual-first medium; every paragraph of speech needs visual transitions.
106- [ ] Do not pitch sponsors, channel subscriptions, or external links during the hook (first 60 seconds).
107- [ ] Do not create a single generic hook; always provide 3 distinct hook variations (Contrarian, Story, Pattern Interrupt) to give the creator flexibility.
108- [ ] Do not use a generic outro that triggers the "viewer exit ramp" (e.g., "That's all for today's video, hope you enjoyed, see you next time!"). Suggest another video to keep viewers on the platform.
109 
110## Example Trigger Phrases
111 
112- "Write a YouTube script about my personal productivity system."
113- "Help me script a 10-minute video explaining inflation to college students."
114- "I need a YouTube outline and script for a tutorial on clean code in Python."
115- "Draft a retention-optimized YouTube script on how to build a SaaS in 2026."
116 
View all files on GitHub →

Details

Updated
Sep 23, 2026
License
MIT
Stars on the repo
★ 1,395
Checked
Source
mohitagw15856/pm-claude-skills ↗
Creator
mohitagw15856 · 193 listings
View creator

Made with youtube-script-writer

YouTube Script Writer Skill — Galaxy 3D — fly through all 1170 skills as a glowing constellation you orbit and click into (from the mohitagw15856/pm-claude-skills README)
YouTube Script Writer Skill — Galaxy 3D — fly through all 1170 skills as a glowing constellation you orbit and click into (from the mohitagw15856/pm-claude-skills README)

by mohitagw15856

YouTube Script Writer Skill — PM Skills Wrapped — your practice turned into a shareable, Spotify-Wrapped-style story (from the mohitagw15856/pm-claude-skills README)
YouTube Script Writer Skill — PM Skills Wrapped — your practice turned into a shareable, Spotify-Wrapped-style story (from the mohitagw15856/pm-claude-skills README)

by mohitagw15856

Similar skills

See all →
SkillMake polished screen recordings of a website or desktop appMaking screen recordings with Screenplaygmpetrov/agent-screenplay · by gmpetrovMake polished screen recordings of a website or desktop app (feature demos, walkthroughs, explainer videos with voice-over) with Screenplay. Use when asked to record, film, demo or show a feature in a video, or to make an explainer or walkthrough video of an app.★ 67 GitHub starsSkillWrite screenplays and scripts for film, television, YouTubeEW Skill — Script WritingDeupaxx/EveryDay-Writer · by DeupaxxWrite screenplays and scripts for film, television, YouTube, video essays, documentaries, sketches, and short-form social video. Use for scripted scenes, screenplay formatting, audience-retention scripting, and format-specific revision. Enforces format discipline, visual writing standards, and the EW anti-AI rules.★ 32 GitHub starsSkillWrite a long-form video script for YouTubeYouTube Script Skillmohitagw15856/pm-claude-skills · by mohitagw15856Write a long-form video script for YouTube — an explainer, tutorial, video essay, review, or talking-head — built on the packaging→cold-open→value-stack→retention structure that holds watch-time past the drop-off cliffs. Use when asked to script a YouTube video, write a long-form or explainer/tutorial video script, outline a video essay, or turn a blog post/talk into a video. Produces title + thumbnail concepts, a timed cold open, a segmented body with retention devices and B-roll cues, integrated CTAs, an outro/end-screen, and a description with chapter timestamps. Distinct from [[short-form-script]] (15–60s vertical).★ 1.4k GitHub starsSkillWrite a YouTube video script from a raw ideaYt scriptJakeschincariol/youtube-agent-skill · by JakeschincariolWrite a YouTube video script from a raw idea - hook options off 21 formulas, scored, then the full spoken script with the retention beats marked. Use whenever the user wants a video script, a hook, an opening line, "what should I say", "write my next video", or is about to record and does not have the first fifteen seconds yet.★ 1.1k GitHub starsSkillHooks, timestamped dialogue, visual cues/digital-marketing-pro:video-scriptindranilbanerjee/digital-marketing-pro · by indranilbanerjeeWrite a video script: hooks, timestamped dialogue, visual cues. Title/thumbnail → video-packaging. "write a YouTube script about X"★ 866 GitHub starsSkillWrites the DM flow that turns an inbound commentDM Script Writer — from comment to booked callOotto-AI/claude-content-skills · by Ootto-AIWrites the DM flow that turns an inbound comment or lead-magnet request into a booked call or a sale. Use when the user says "write my DM script", "what do I send after they comment", "DM flow", "turn DMs into calls".★ 139 GitHub stars

More from mohitagw15856

SkillDesign a 360-degree feedback survey or write a structured360-Degree Feedback Template Skillmohitagw15856/pm-claude-skills · by mohitagw15856Design a 360-degree feedback survey or write a structured 360 feedback report. Use when asked to build a 360 feedback process, write 360 feedback for a colleague, design a feedback survey, or produce a feedback report. Produces either a complete survey instrument with rating scales and open-ended questions, or a structured narrative feedback report with themes, strengths, and development areas.★ 1.4k GitHub starsSkillDesign statistically rigorous A/B tests for product featuresA/B Test Planner Skillmohitagw15856/pm-claude-skills · by mohitagw15856Design statistically rigorous A/B tests for product features, UI changes, onboarding flows, and pricing experiments. Use when asked to set up an experiment, design an A/B test, calculate sample size, or interpret test results. Produces a complete test plan with hypothesis, variant definitions, sample size, duration estimate, guardrail metrics, and a results interpretation guide.★ 1.4k GitHub starsSkillGenerate a WCAG 2.2 accessibility audit checklistAccessibility Audit Skillmohitagw15856/pm-claude-skills · by mohitagw15856Generate a WCAG 2.2 accessibility audit checklist and remediation suggestions for any UI or design. Use when asked to audit for accessibility, check WCAG compliance, review a design for a11y issues, or create an accessibility remediation plan. Produces a prioritised checklist with pass/fail assessments and specific fixes.★ 1.4k GitHub starsSkillBuild a structured account plan for any key customerAccount Plan Skillmohitagw15856/pm-claude-skills · by mohitagw15856Build a structured account plan for any key customer or target account. Use when asked to create an account plan, key account strategy, strategic account review, or territory plan. Produces a complete account plan with relationship map, growth opportunities, risks, and 90-day action plan.★ 1.4k GitHub starsSkillOptimize an article for Answer Engine Optimization so AIAEO Optimizer Skillmohitagw15856/pm-claude-skills · by mohitagw15856Optimize an article for Answer Engine Optimization (AEO) so AI engines like ChatGPT, Perplexity, and Claude can extract, quote, and cite it. Use when asked to AEO-optimize, make content AI-readable, improve AI citation chances, or adapt an article for answer engines. Produces an AEO-optimised rewrite with question headings, 50–80 word answer capsules, a paragraph-length audit, and flagged trust signals.★ 1.4k GitHub starsSkillConduct a structured ethical review of an AI or ML featureAI Ethics Review Skillmohitagw15856/pm-claude-skills · by mohitagw15856Conduct a structured ethical review of an AI or ML feature, model, or product. Use when preparing to deploy an AI system, assessing algorithmic risk, auditing a model for bias, or producing a responsible AI impact assessment. Produces a structured ethics review covering fairness, transparency, privacy, safety, accountability, and societal impact with a risk tier score, pre-deployment checklist, and prioritised mitigations.★ 1.4k GitHub stars