Tested, token-lean and hardened instructions for teams that ship LLM features to real users.
Open any prompt for the full text, token count and benchmarks.
Enforces SOLID patterns, clean architecture and zero-trust reviews. Flags race conditions, memory leaks and single points of failure before code review ends.
A wrapper instruction that catches jailbreak attempts, PII leakage, SQL injection vectors and persona hijacking.
Turns plain-language analytics requests into optimized PostgreSQL or Snowflake queries, with execution plans explained.
Reviews MSAs and SLAs for indemnification clauses, liability caps, GDPR risk and one-sided terms.
Converts raw controller code into complete OpenAPI 3.1 YAML with solid error response schemas.
Checks cloud logs and RBAC policies against SOC 2 Trust Services Criteria and flags gaps.
Reads metric tables and writes short, plain-English summaries of what changed and why it matters.
Splits a user request into sub-tasks and routes each one to the right tool or agent with clear hand-offs.
Reviews diffs for bugs, naming, test gaps and security smells, then ranks findings by severity.
Detects and masks names, emails, phone numbers and IDs in text before it reaches logs or third parties.
A practical walkthrough of compressing instructions, removing repetition and testing the results.
What attackers try today, and the guardrail wording that blocks most of it.
When strict settings help, when they hurt, and how to pick values for each task.
| Feature | SystemPrompts.pro | Forums | Random blogs |
|---|---|---|---|
| Injection resistance | Tested | Vulnerable | Unverified |
| Token optimization | Minified | Bloated | Very high |
| Multi-model benchmarks | GPT-4o, Claude, Llama | One model | None |
| Version history | Every change logged | None | None |
One short email with the newest verified prompts and what we learned testing them.