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Get Started Free →microck/Confidence Check
Pre-implementation confidence assessment (≥90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, official docs verification, OSS references, and root cause identification.
Passed 20 of 22 test cases with the skill, and 9 of 22 without it.
and 14 more in the full report
11 fixed9 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
An evaluation for migrating notification channels yields a score of exactly 0.65. What specific guidance action must be taken according to confidence evaluation rules?
| Checked | Without skill | With skill |
|---|---|---|
| The response indicates a full stop and requests additional context because the score is below 0.70 | Missed | Passed |
The instructions your model reads when the skill loads.
Prevents wrong-direction execution by assessing confidence BEFORE starting implementation.
Requirement: ≥90% confidence to proceed with implementation.
Test Results (2025-10-21):
Use this skill BEFORE implementing any task to ensure:
Calculate confidence score (0.0 - 1.0) based on 5 checks:
Check: Search codebase for existing functionality
# Use Grep to search for similar functions
# Use Glob to find related modules
✅ Pass if no duplicates found ❌ Fail if similar implementation exists
test cases passed, vs 9 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.