Strip the bloat
from your LLM prompts
Drop redundancy, hedging, and contradictions — keep only the essential intent. Fewer tokens in, the same result out, across every major model.
Works with
Same intent. Fraction of the tokens.
Real examples cleaned with PlainClean — meaning untouched, filler gone.
A placement command center for final-year students that combines application tracking, interview preparation, and daily execution into one continuous workflow. Students paste a job link, and the system automatically extracts the company, role, requirements, and deadlines, then builds a live application pipeline from *applied* to *offer/reject*. Instead of static trackers, it continuously tells students what deserves attention today — upcoming deadlines, stalled applications, weak interview areas, missing resume keywords, or companies likely to respond soon. On the preparation side, students practice through realistic voice-based mock interviews tailored to specific companies and roles. The interviewer interrupts, changes direction, asks follow-ups, pressures unclear answers, and scores performance across communication, confidence, technical depth, and structure. Every session feeds into a long-term improvement profile so preparation becomes adaptive instead of repetitive. The key insight is that placements are not a set of disconnected tools — they're a single stressful, high-frequency journey lasting several months. Students repeatedly switch between applying, tracking, preparing, revising resumes, and managing anxiety. Bringing all of those loops into one product creates daily engagement and stronger retention than standalone resume builders, trackers, or mock interview apps.
A placement command center for final-year students combines application tracking, interview prep, and daily execution. Students paste a job link, and the system extracts company, role, requirements, and deadlines, building a live pipeline. It highlights what needs attention: deadlines, stalled apps, weak interview areas, or missing keywords. Students practice with voice-based mock interviews tailored to companies and roles, with adaptive preparation and scoring. This creates daily engagement and stronger retention by bringing all placement loops into one product.
How it works
Three steps, a few seconds.
Paste your prompt
Drop in any bloated prompt — system instructions, agent steps, or a one-off question.
Pick a mode + model
Choose PlainClean, StructuredClean, or CaveMan, and the target model you're optimizing for.
Get the lean version
See the cleaned prompt with a live token count and exactly how much you saved.
Three ways to clean
Pick the level of compression that fits where the prompt is going.
PlainClean
Natural language, minus the fat
Removes redundancy, hedging, and contradictions while keeping the prompt readable and natural.
“Could you please maybe help me write…” → “Write…”StructuredClean
Strip, then convert to JSON / XML
Best for developers passing prompts through pipelines, agents, or APIs. Outputs clean structured data.
Free text → { "task": "…", "constraints": […] }CaveMan
Raw intent, action-first
Drops articles, filler, and pleasantries. Short broken sentences on one line — models still understand it perfectly.
“Write Python function. Return average. Input list.”Built for real prompting
Everything you need to ship leaner prompts, nothing you don't.
Every major provider
Anthropic, OpenAI, Gemini, Mistral, Groq, and Sarvam — switch models without changing your workflow.
Live token counting
See exact token counts as you go, weighted to the target model you're optimizing for.
Structured output
Convert prose prompts into clean JSON or XML, ready to drop straight into pipelines and agents.
Prompt history
Signed-in users get their cleans saved, searchable, and one click away from reuse.
Simple pricing
Start free. Upgrade only when you need the heavy models and bigger prompts.
Free
- 4 cleans per day
- 2,000 character prompts
- Saved prompt history
- Standard models
Pro
- 250 cleans per top-up
- 10,000 character prompts
- Premium models (GPT-5.5, Claude, Sarvam 105B)
- Priority processing
No prompts sold. No hidden fees. Cancel anytime.
Questions, answered
Start cutting tokens today
No sign-up needed to try it. Four free cleans a day, every day.
Open Playground