Results for “research-validation”

Validates observable behavior of apps, CLIs, APIs, and generated artifacts against a prewritten contract without inspecting source code.

Validate Pleasur.ai Stage 01 blog-keyword candidates with the Business potential, Intent, and Difficulty method using current Ahrefs evidence. Use before AIO vetting and prioritization to reject poor business fits, mismatched search intent, and SERPs the brand cannot realistically win.

Validates custom dotnet new templates for correctness before publishing, catching missing fields, parameter bugs, shortName conflicts, constraint issues, and common authoring mistakes.

Sentinel Validation & Project Promotion

Runs bottom-up type-chain validation across database, hooks, and UI layers, then fixes errors at the failing layer for project health checks before large changes.

Validate user claims against codebase and git history, trace to root cause, and propose a fix

Verification-before-completion discipline ensuring all success criteria are met, tests pass, and reviews complete before declaring work done.

Centralized JSON validation for AGENT_SUCCESS_CRITERIA with defensive parsing and injection attack prevention (CVSS 8.2)

Combined verification — recite (description quality via cold-read prediction) + validate (schema compliance) + review (health checks). Use as a quality gate after creating notes or as periodic maintenance. Triggers on "/verify", "/verify [note]", "verify note quality", "check note health".

QA a completed analysis for methodology, accuracy, and bias before it is shared, shipped, or acted on.

Botany Based Validation Skill

Algebra Based Validation Skill

Require fresh evidence before claiming an implementation, fix, build, or test is complete.