Replay Buffer Fixer FAQs

Question 1

Does this skill share my code or secrets externally?

Accepted Answer

No, all failure and fix data is stored locally. The skill also includes built-in guardrails to automatically redact API keys, tokens, and passwords before any data is recorded.

Question 2

How does Replay Buffer identify a matching fix?

Accepted Answer

It uses exact matching for error outputs while normalizing dynamic data like line numbers and timestamps. It can also use fuzzy search via vector similarity if sentence-transformers are installed.

Question 3

What types of errors trigger the Replay Buffer?

Accepted Answer

It triggers on any non-zero exit code or error-related keywords in stdout/stderr, including test failures, compiler panics, lint violations, and fatal build errors.

Question 4

What happens if a stored fix doesn't work after being applied?

Accepted Answer

The workflow requires a successful tool pass to promote a fix. If the applied fix fails, the success is not recorded, and the AI will proceed with normal debugging to find a new solution.

Question 5

When does the skill apply a fix automatically?

Accepted Answer

If a lookup returns a fix with a confidence score of 0.7 or higher, the skill notifies the user and applies the patch immediately, skipping the usual brainstorming and discovery phase.

Replay Buffer Fixer

Key Features

Use Cases

Replay Buffer Fixer

Key Features

Use Cases