SnipPrompts vs Awesome ChatGPT Prompts
Awesome ChatGPT Prompts is the famous, free, MIT-licensed GitHub repo by f/awesome-chatgpt-prompts — hundreds of "Act as a..." role prompts that started the modern prompt-library movement. SnipPrompts is a vertical-specific library with built-in anti-fabrication constraints. Here's how they actually compare.
The short answer
Awesome ChatGPT Prompts is a flat list of role-based seed prompts — "Act as a Linux terminal," "Act as a stand-up comedian," "Act as a relationship coach." Free, simple, broad, and influential. SnipPrompts is built differently: instead of relying on personas alone, each prompt combines a narrow persona with a refuse-to-invent gate and a banned-phrase list, and every prompt targets the same vertical (job search). If you want a single, free, browsable list of starter prompts, Awesome ChatGPT Prompts is the place. If you're job-hunting and you want prompts that won't fabricate metrics, SnipPrompts is the place.
What Awesome ChatGPT Prompts is good for
- Free and open-source. MIT license, hosted on GitHub. No signup, no tracking, no upsell.
- The original. It influenced almost every prompt library that came after, including this one. The "Act as a..." pattern is genuinely useful as a starting frame.
- Breadth. Hundreds of role prompts across every domain — coding, language learning, fitness coaching, creative writing, role-play.
- Simple. Each prompt is one paragraph. You can read the whole repo in 30 minutes.
The trade-off: The prompts are seed prompts — they set up a persona and stop. No anti-fabrication constraints, no banned-phrase lists, no input-validation steps. For low-stakes creative work that's fine. For job applications that have to land, the median output is still cliché-heavy and prone to invented details.
What SnipPrompts is good for
- Anti-fabrication built in. Every prompt includes a refuse-to-invent gate: if a metric, tool, or outcome isn't in your input, the prompt won't include it.
- Banned-phrase lists per prompt. Topic-specific clichés the model is blocked from reaching for — "results-driven," "I am writing to," "proven track record."
- Single vertical, deep coverage. 180+ prompts all targeting one thing: getting a job. Resume, ATS, cover letter, networking, interview prep, negotiation, follow-up.
- Tested against real recruiters. Outputs were reviewed by working recruiters before publishing, not just "looks good to me."
The trade-off: If you're not job-hunting, SnipPrompts isn't for you — we don't have role-play prompts, coding prompts, or creative-writing prompts. We're the opposite shape from Awesome ChatGPT Prompts: narrow and deep instead of broad and shallow.
Side by side
Same task: an opening seed prompt for writing a resume.
Goal: Get ChatGPT to rewrite a real resume bullet without inventing numbers or sounding like a template.
Awesome ChatGPT Prompts style (a typical "Act as" seed)
"I want you to act as a professional resume writer. You are an expert in crafting impactful resumes that highlight a candidate's skills and accomplishments. Please help me rewrite my resume bullets to be more impactful and ATS-friendly."
What happens: Persona is set, but there's no constraint against invented metrics, no banned-phrase list, and no input-validation step. The output will likely still use "spearheaded" and invent percentages.
SnipPrompts resume prompt
"You are a senior recruiter at a Series-B SaaS company who reads 200 resumes a week. I will give you a real bullet from my resume. Your job: rewrite it to be specific and verifiable. Rules: (1) Do not invent any metric, tool, role, or outcome not in my input — if you need a number, ask. (2) Banned phrases: spearheaded, cross-functional, results-driven, proven track record, leveraged, drove impact, dynamic, scalable. (3) If my input is too thin to produce a verifiable bullet, ask me three specific questions instead of writing the bullet."
What it does: Same model. Same task. The constraints catch the failure modes the simpler prompt doesn't.
Feature-by-feature
When to use Awesome ChatGPT Prompts
If you want a free, browsable, no-signup list of starter prompts across every domain — Awesome ChatGPT Prompts is the right place. It's also a great learning resource if you want to see how the "Act as a..." pattern works and write your own variants.
When to use SnipPrompts
If you're job-hunting and you've already noticed that simple persona prompts produce generic, cliché-heavy output. If you want every prompt in one library to have the same defensive structure. If you want negotiation scripts, ATS optimization, and follow-up emails written to the same standard as the resume prompt.
Use both?
Yes — in fact, the SnipPrompts prompts are partly built on the persona-seed idea from Awesome ChatGPT Prompts. The two are complementary: use Awesome ChatGPT Prompts to learn the pattern and explore breadth; use SnipPrompts when you're applying to jobs and the output has to be defensible.
Where to start
If you're job-hunting, start with the three core SnipPrompts prompts:
- The resume prompt on a bullet that's currently vague.
- The cover letter prompt on the next role you're applying to.
- The salary negotiation email prompt if you have an offer in hand.
Run them on a real task. If the output is meaningfully more specific and harder to spot as AI than what you'd get from a simpler prompt, the structure is doing what it's supposed to do.
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