Awesome Reviewers checks + prompts

Output guardrails

Validates what an automated reviewer or fixer produces before it is posted or committed: schema, policy and safety checks.

V1058 technique
tactic Intent and spec conformance
not detectable from CI configuration

Sub-techniques

2

IDNameDescription
V1058.001Schema validationReject malformed structured output and retry.
V1058.002Policy railsBlock outputs that leak secrets, change protected files or exceed scope.

Craft it

  1. Define the output schema and validate every response.
  2. List protected paths and actions the bot may not take.
  3. Log every blocked output for review.

Reverse engineer it

Signs that a codebase already runs this technique, and where to read how it is configured.

  • Guardrail config files or validators around model calls.

Open-source packages

3

Other techniques in Intent and spec conformance