Make AI work at full power
Benchmark against SOTA practices. See what else AI can do for you, and the exact next step to take.
How experts use AI to solve the problems you're stuck on
Match the scenario you're stuck in, grab a workflow you can copy verbatim
Developer
Coding / refactor / debug
"A teammate ships in a day with an agent what I'm still typing line-by-line."
- βΈSpec-driven + autonomous agent + parallel Subagents
- βΈLayered CLAUDE.md + harness that records evolution
- βΈR1 scan β R2 apply+verify β R3 wrap-up
See the full Skill loop β
Product Manager
PRDs / competitive analysis / requirements
"ChatGPT PRDs are 80% boilerplate β I rewrite most of it anyway."
See the playbook β
Operations
Campaigns / content / data
"Layoffs hit, boss says use more AI β but I only know how to make it write copy."
See the playbook β
Student / Intern
Papers / assignments / research
"ChatGPT papers hit 40% similarity β got flagged for AI traces."
See the playbook β
Analyst / Creator
Data analysis / long-form writing
"Monthly data report takes a full day β AI only tells me which formula to use."
See the playbook β
How LoreJump helps you
Understand your project
Tell us what you're building, what tools you use, and what your workflow looks like. The agent pulls the key signals.
Benchmark against SOTA practices
We track SOTA AI-workflow practices and update them weekly. You get the specific gaps between your setup and SOTA.
Get the next step
Not abstract advice β concrete actions you can apply. Pick one; the agent helps you run it.
Web chat gives you the first two steps (gap + plan text). Install the Skill into your agent to get the third: apply directly in your project, plus weekly re-runs that record how your workflow evolves.
What we track
Direct reads from authoritative sources (Anthropic / Thoughtworks / OSSF / DX) β updated weekly
Differentiator
Evolution tracking
Dozens of AI-workflow evolution chains plus weekly ecosystem entries β how each best practice shifts over 3 months.
Detail page comingUpgrade path
Systematic guides
Multiple upgrade stories from minimal skeleton to full workflow β each step paired with concrete practices you can apply.
View all guides β
Peer evidence
Real case studies
Multiple solo founders / one-person companies / indie hackers β what they use, how they apply it, what worked.
View all cases β
Free Β· No code uploaded Β· Diagnosis receipt contains report text and process only
Start now
Two paths to the same benchmark diagnosis
Web chat diagnosis
5 minutes to a benchmark report plus a concrete next-step plan
RecommendedRun inside your AI agent
30-second Skill install. Beyond the diagnosis, it applies plans directly in your project + auto re-runs weekly to keep pace with SOTA.
Web path stops at "here's what to do." Agent path adds two more steps β apply directly in your project, plus weekly re-runs that record how your workflow evolves.