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SpotlightSureThing.io - "OpenClaw" for BeginnersTask automation
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Get expert AI feedback on your UCAS personal statement.Open
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Open
KK Xavier🛠️ 2 tools 🙏 4 karmaJul 21, 2026@Continua AIWe built Continua because every "chat with PDF" tool we tried failed the same way: retrieval grabs a few chunks, answers confidently, and misses the qualifier on page 1,847. In high-stakes documents that's not an inconvenience — it's a lost case, a bad acquisition, a rejected claim. So we went the opposite direction: no RAG at all. Continua reads 100% of every page (up to 1B tokens in one task), returns a report where every claim cites its exact page, and — the part we're proudest of — flags where your documents contradict each other. Every finding is inspectable and tagged: cited, conflicted, duplicated, or unused. Where it shines today: medical chronologies, acquisition diligence, RFP compliance, insurance claim rebuttals. Where it's still rough: reports take minutes (we read everything — that's the cost), no API yet, English-optimized. We're in public beta and genuinely want hard feedback — bring your nastiest document pile and tell us where it breaks. I'll answer every comment here. -
Build plan was highly detailed, and the tool suggested a lot of good new ideas based on my original input. PRD structure is straightforward, and CSV download makes it easy to share and upload to Jira.
Verified tools
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Great idea, but does not find what you are looking for-about the same as Google Scholar
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Really interesting approach with SquareGen. Quick observation: the product is framed as LLM credit scoring, but lenders don’t buy models — they buy lower default rates. If a lender with a $100M book drops defaults by even 1%, that’s ~$1M saved annually. Positioning around credit loss reduction could massively change the commercial narrative. Happy to share a few thoughts.
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Great way to get concrete, organized supervisor-style feedback on papers pre-submission without text generation or ChatGPT-style high-level comments.
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SureThing.io - "OpenClaw" for BeginnersTask automation
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Transform ideas into compelling copy instantly.Open
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After not even ONE try, it asks for Pro. No success, just imo developer hyper-greed. Avoid!
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Flowgpt was great... up until the point where all my history disappeared, I stopped being able to see content, and I was unable to do anything without their ever helpful "something went wrong" error message. I'm glad I didn't pay for their currency... it would have all be lost.
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Seems to be working quite well as of today. It was most likely a temporary issue. Give it another go!

