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Get Started Free →Try to bootstrap and start a repository like a cold agent, then report where the path breaks down
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -27% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 2% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -26% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -36% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -30% | 0% |
Tries the cold-start path and reports how much work it takes to get the repo running.
Use when the user wants to know whether a repo is actually easy to start, not just whether it claims to be.
README, scripts, toolchain files, env examples, and workflow docs.93/100 if the main startup path works inside the time budget, even if it needs ordinary local prerequisites such as Docker or a database.84/100 if the repo starts, but only after some digging, a recovery step, or heavier setup than the docs suggest.68/100 if a startup path probably exists but stays too manual, too ambiguous, or too expensive for normal agent use.27/100 if you cannot get a credible startup path working from the repo and docs you have.12/100 if the path is blocked on secrets, accounts, or infrastructure you cannot reasonably access.82, 85, or 91 over a multiple of ten when that is the more honest read.Reply in plain text only (no markdown fences, no # headings, no emphasis syntax). Use this layout:
First line: Startup Compatibility Score: <score>/100
Then a short summary paragraph.
Then the line Problems followed by one bullet per line using - .
Other measured skills in the registry, with their headline benchmark lift.