Find, build, and use
more skills — automatically.
Start with 13 open-source skills, then let your team’s library grow itself. ZeroShot watches how your team actually works, identifies the patterns you keep repeating, builds new skills tuned to you, and makes sure they actually get used.
Your junior inherits
your senior’s wins.
Every PR review your team writes, every steering correction, every “actually, we do it this way” becomes a skill the next person uses. The agent shows up already knowing the conventions your seniors settled on — so nobody spends tokens learning them the hard way again.
- → Conventions encoded once, applied by every agent
- → Skills update from your real review patterns, not a template
- → We open a weekly PR suggesting new skills from your sessions
/bb-review · team conventionsRetryablePolicy — don’t add a new retry abstraction.conversation is human-only. Agent traffic goes in agent_logs.We audit every session.
50+ signals, automatically.
ZeroShot reads every Claude Code, Codex, and Cursor session — across you and your whole team, single-player or multiplayer — and runs the proprietary BuildBetter signal pipeline over it. 50+ signal types surface the issues, blockers, repeated patterns, and inefficiencies hiding in how your team actually codes.
Issues & blockers
Retry loops, tool failures, and missing context — the moments your agents get stuck.
Repeated patterns
The same steering and corrections, over and over, across the whole team.
Inefficiencies
Token-heavy flows and re-derived context that quietly burn your budget.
Conventions
The “actually, we do it this way” your reviews keep repeating.
We build the highest-ROI skills —
and prove it on your history.
ZeroShot ranks every skill opportunity by impact, builds it, and backtests it against your existing sessions — so you see exactly which skills speed up development the most, and save the most, before you ship them.
A skill no one uses
is worthless.
You can have a million skill files — if no one runs them, nothing changes. ZeroShot lets you dictate when each skill fires, and tracks coverage so adoption actually happens.
- → Run skills automatically on a flow, or leave them manual — you decide
- → Require a skill before a PR goes up for review
- → Coverage tracking shows who’s actually using each skill — and who isn’t
/bb-reviewrequired before reviewran/migration-guardon db/ changesran/export-perfon export flowsnot runInstall the CLI and ship with 13 open-source skills — a full spec-to-verify workflow, day one.
→ZeroShot watches every session and PR review, spotting the work your team keeps repeating.
→Those patterns become new skills — and sharpen the ones you have. Your library compounds; tokens drop.
/bb-specifyDraft a spec from customer signals/bb-clarifySurface underspecified areas/bb-planTurn the spec into a build plan/bb-tasksDependency-ordered task list/bb-implementExecute the plan, task by task
/trust-but-verifyWalk the UI like a real user/generate-testsReusable Playwright specs/app-navigatorMap routes, build playbooks/bb-checklistCustom pre-merge checklist
/bb-reviewReview against your conventions/bb-analyzeCross-artifact consistency check/bb-constitutionEncode project principles/bb-skills-updatePull the latest skills
/payments-review/migration-guard/export-perf“One of my engineers spent $40,000 on tokens last month, and I genuinely don’t know whether I should stop him.”
Get twice as far at twice the speed
on the same budget.
Your agents inherit your team’s skills, your sessions stay shared, and your token spend drops. Join the waitlist — or book a demo to skip the line.