DegenSing

Anthropic quietly released a masterclass on prompt engineering.
after implementing these tips.. my Claude responses went from 6.5/10 to 9.5/10 overnight.
if you use Claude regularly, steal this prompting blueprint:
> step 1: task context
define the role and overall task upfront. don't just say "write me an email".. say "you are a senior marketing strategist. write a cold outreach email for a B2B SaaS product targeting CFOs."
the more specific the role, the better the output. every time.
> step 2: tone context
set the communication style explicitly. professional, casual, technical, friendly, pr

finally a benchmark that actually matters.
forget MMLU and math scores.. PinchBench tests which AI model is best at doing real work.
not answering trivia. actually doing things:
→ looking up info from multiple web sources
→ creating and scheduling meetings
→ organizing files on your computer
→ writing and managing emails
it tests models running as agents through OpenClaw.. meaning the AI has to use tools, chain actions, and complete tasks end to end.
the results are interesting:
> Gemini 3 Flash leads at 95.1%
> MiniMax M2.1 close behind at 93.6%
> Kimi K2.5 at 93.4%
> Claude Sonnet at 92.7%
>

Claude can literally make you rich.
investment firms, banks, and financial institutions are all using Claude for research and analysis.
and now you can steal their exact playbook.
here's the 9-phase system top financial institutions use with Claude:
> phase 1: build your investor profile
tell Claude your style (value, growth, macro), risk tolerance, time horizon, return targets. this becomes the lens for everything that follows.
prompt: "here is my investor profile. reference this for everything we discuss today."
> phase 2: institutional document analysis
upload 10-Ks, earnings calls, hedge f