Validate assistant responses against query alignment, skill usage, and evidence checks.
npx skills add https://github.com/cncorp/arsenal --skill manager-review
Please help me install this Agent Skill. Skill: manager-review Source: https://github.com/cncorp/arsenal/tree/main/dot-claude/skills/manager-review Command: npx skills add https://github.com/cncorp/arsenal --skill manager-review
This Skill provides a mandatory quality review before you respond to the user to ensure accuracy and adherence to arsenal guidelines.
Run manager-review before sending any response to users.
High-intent search queries and answers about installing and using this skill.
Quality review gates validate every response against alignment with the original query, proper skill usage, and accuracy before delivery. The manager-review Skill applies mandatory checks and requires a verification token upon passing all validations, preventing response until standards are met.
Quality gate approval validates response alignment with user intent, correct skill application, and evidence quality. Manager-review enforces checklist-driven evaluation and token-based verification to ensure responses meet accuracy and guideline standards.
Yes. Approval gating with manager-review supports a 50% iteration rate for continuous improvement, applying rigorous checklist-driven evaluation to catch misalignment and accuracy issues before responses reach users.
Responses failing quality checks do not proceed to the user. Manager-review blocks delivery until all validations pass, including query alignment, skill usage verification, and evidence quality standards.
Token-based approval provides a verification token only after all quality checks pass. This gating mechanism ensures responses satisfy functional requirements for evidence-based verification and alignment before authorization.
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