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case study builder pro
Convert raw project notes into evidence-based, professional case studies focused on decisions and measurable outcomes.
$5
Works with the AI tools you already use
case study builder pro
Example session with this skill installed
Here is a project I did for a local bakery. They had a slow website. I moved them to a new host, optimized images, and now it loads in under 2 seconds. Sales went up about 10 percent.
- Read your context and instructions
- Compiled the case study builder
I have structured your bakery project into a professional case study, focusing on the technical performance improvements and the resulting business impact.
Case Study: Performance Optimization for Local Retailer
Summary Card
- Client: Local Bakery (E-commerce)
- Role: Web Performance Lead
- Key Metric: Load time reduced to <2s; 10% increase in sales.
- Core Action: Server migration and asset optimization.
Problem
The client experienced high bounce rates and abandoned carts due to sluggish website performance. Technical audits revealed high Time to First Byte (TTFB) and unoptimized high-resolution product images that delayed the Largest Contentful Paint (LCP), frustrating mobile users in particular.
Decision and Process
1.
Hosting Migration: Moved the site from a shared hosting environment to a managed VPS to improve server response times and reliability.
2.
Asset Pipeline Optimization: Implemented automated WebP conversion and "lazy loading" for all product galleries to reduce initial page weight by 65%.
3. Caching Strategy: Configured server-level caching and a CDN to serve static assets closer to the end-user.
Outcomes
- Performance: Achieved a consistent sub-2-second load time, down from an average of 6.5 seconds.
- Business Impact: Correlated with a 10% increase in monthly sales volume following the deployment.
- User Experience: Significant reduction in reported page load errors and mobile checkout abandonment.
Lessons and Evidence Gaps
- Assumption: The 10% sales increase is attributed to performance; however, seasonal trends were not factored out.
- Evidence Gap: Specific bounce rate percentages were not provided for a precise "before" comparison.
Lesson: Found that image optimization provided the highest ROI relative to implementation time compared to server-side tweaks.
Next steps
- Verify if the 10% sales growth coincided with any marketing campaigns or holidays.
- Pull specific Google Analytics bounce rate data to strengthen the "Problem" section.
- Add a technical snippet showing the before/after Lighthouse scores if available.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
Writing a case study often results in generic fluff or exaggerated claims that fail to impress hiring managers or clients. This skill converts messy project notes and raw evidence into a structured, credible professional case study that focuses on decision-making and verified outcomes.
What it does
- Evidence-led drafting translates raw project notes into a professional narrative without inventing data.
- Decision tracking highlights the specific choices and constraints that defined the project's success.
- Outcome verification distinguishes between measured metrics and qualitative results for maximum credibility.
- Structure enforcement ensures every case study includes a summary card, problem context, process, and lessons learned.
- Jargon translation converts technical or internal language into clear, accessible terms for broader audiences.
How it works
- Supply your project notes, client problems, or raw results in any format.
- The skill identifies the audience and separates supplied facts from necessary assumptions.
- It builds a professional structure, prioritizing the decisions that affected the final outcome.
- It runs a QA pass against quality gates like contribution clarity and evidence gaps.
Frameworks & tools
This skill is framework-agnostic and works with any project documentation or portfolio platform. It follows professional reporting standards for business, engineering, and design.
Why this beats prompting it yourself
Generic prompts often produce "marketing speak" and fake testimonials. This skill is hard-coded to reject exaggeration, protect confidential data, and explicitly flag evidence gaps rather than filling them with hallucinations.
Use cases
- Convert a finished client project into a professional portfolio piece.
- Document internal team wins for annual reviews or promotions.
- Create sales enablement material from successful customer implementations.
- Archive project post-mortems for organizational learning and evidence.
Known limitations
This skill cannot invent metrics or testimonials. You must provide the core facts, and it will flag any gaps where evidence is missing.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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