Copy-Paste Ready
Each prompt works immediately. Drop in your code or context, hit send.
A toolkit of 32+ battle-tested AI prompts, organized into 8 categories, ready to copy-paste into ChatGPT, Claude, Gemini, or Copilot.
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Every developer who works with AI assistants hits the same wall: you know what you want, but getting the AI to actually deliver takes ten rounds of back-and-forth refinement. That's not a skill issue — it's an infrastructure problem.
Repetitive prompt crafting. Writing the same context-setting preamble for code reviews, debugging sessions, and documentation — every single time.
Generic outputs. Using vague prompts leads to generic code that doesn't match your stack, your standards, or your production constraints.
Inconsistent team usage. Different engineers get wildly different results from the same AI tools because there's no shared prompt baseline.
Shallow coverage. Most prompt guides cover "write me a function." Real work is root-cause analysis, architecture trade-offs, and production incident response.
Each prompt in this toolkit was built to solve a specific real-world engineering problem — not to demonstrate AI capabilities. They come with variables for your context, examples of real output, and customization notes.
Each prompt works immediately. Drop in your code or context, hit send.
Clearly marked {{VARIABLES}} for your stack, language, and constraints.
Tested on ChatGPT, Claude, Gemini, Copilot, and Cursor. Works everywhere.
Every prompt includes context on when to use it and how to read the output.
Organized by the tasks you actually do — not by AI theory. Each category contains 4 specialized prompts with full usage documentation.
This is the Security Audit prompt from the Code Review category. Every prompt in the toolkit follows the same structured format.
Works with
# ─── SECURITY AUDIT ───────────────────────
ROLE: You are a senior AppSec engineer with
deep expertise in {{LANGUAGE}} and OWASP
security standards.
CODE:
```{{LANGUAGE}}
{{PASTE_YOUR_CODE_HERE}}
```
CONTEXT: {{PROJECT_CONTEXT}}
(e.g. "public API, handles PII")
AUDIT FOR:
1. Injection (SQL, NoSQL, command)
2. Broken authentication / auth-z
3. Sensitive data exposure
4. Security misconfigurations
5. OWASP Top 10 violations
OUTPUT:
For each finding:
- Severity (Critical/High/Medium/Low)
- Line reference and explanation
- Remediation with code example
These prompts cut my code review time in half. The PR review prompt alone is worth the price — it catches architecture issues I would have missed in a quick scan.
The security audit prompt found 3 vulnerabilities our automated scanner completely missed. We've made it part of our standard review process now.
No subscription. No tiers. No upsells. You pay once and get all 32+ prompts with every future update.
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