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Get Started Free →Read-only reconnaissance pass over an unfamiliar codebase, system, or feature area to surface hidden risks before any code is written. Use when starting work in unfamiliar territory, before a risky change, or when the user says "blindspot pass", "what am I missing", or "scan for risks".
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | 31% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 100% | 0% |
| case-16 | ✗→✓ | ▲ Improved | -43% | 0% |
| case-21 | ✗→✓ | ▲ Improved | -65% | 0% |
| case-13 | ✓→✗ | ▼ Worse | -47% | 0% |
Find the unknowns in a system BEFORE touching it. Reconnaissance only.
<HARD-RULE>Read-only. Do not edit, create, or delete any project file. No fixes, however tempting.</HARD-RULE>
Tip for the user (mention once at the start): running this pass in plan mode or a read-only permission mode makes the rule enforced by the harness, not just promised by the model.
from conversation. If no target is discernible, ask for one — don't guess.
one line what kind of system the target is, and list the 2–3 failure classes that domain actually bleeds from. The generic list below is a backend-shaped floor, not a ceiling — a native UI app bleeds from accessibility gaps, lifecycle/identity bugs, and state-restoration loss; a data pipeline from loss, duplication, and ordering; a CLI from argument edge cases and exit codes. Findings should come from the derived list first.
rg/find/cat, or equivalent) and git log for churn hotspots to understand the target. Look for the domain-derived risks from step 2, plus:
state, implicit ordering dependencies
comments, empty catch blocks
contradicting code, dead feature flags
concurrency — anything irreversible with no test coverage
(git log --oneline --no-merges -- <path>, ignoring generated files: lockfiles, *.pbxproj, build outputs — their churn is noise)
than 5 real risks are found, say so instead of padding.
### N. <one-line risk statement> [risk: high|medium|low]
Why it matters: <1-2 sentences, concrete failure scenario>
Investigate: `<ready-to-paste follow-up prompt the user can run next>`End with a one-line recommendation of which finding to chase first.
Other measured skills in the registry, with their headline benchmark lift.