Includes member files
Guide
Choose whether the answer should come from your files only, from cited public sources, or from an academic-style evidence review.
Guides
Step-by-step guides for AI work: choose the right method, verify claims, and use rules and prompts correctly.
Start with a guide for your task
Use these quick links to jump to the matching section below.
Need to decide which sources AI may use for factual answers?
Choose sources for factual answers
Need to fact-check claims or verify an output before finalizing it?
Fact-check and verify outputs
Need to review technical writing, terminology, or publication claims?
Review writing and terminology
Need to decide whether the review is about architecture or implementation?
Choose an engineering review path
Need to run an architecture review or a standards-backed implementation review?
Run engineering reviews
Need a scholarly workflow or formal academic-style evidence output?
Scholarly review and academic mode
Need prompting setup or response-level controls such as confidence scoring?
Prompt engineering and response controls
Need current or niche public information with citations?
Web search and citations
Need to manage context boundaries or memory behavior?
Context management and memory
Browse all guides
Open the guide that matches the task area you need. Each guide page contains any mapped policy or prompt-file links.
Choose sources for factual answers
Includes member files
Guide
Use this when the answer must come only from files, logs, screenshots, or excerpts you provide.
Members only
Guide
Use this when the answer must be backed by cited public sources such as standards, papers, or official documentation.
Fact-check and verify outputs
Members only
Guide
Use this when you need a repeatable, multi-step fact-checking workflow before final output.
Members only
Guide
Use this when you want a deliberate verification pass before the final response.
Review writing and terminology
Members only
Guide
Use this when publishable technical writing must be checked for unsupported or overstated claims.
Members only
Guide
Use this when you need to prevent overclaims and keep technical terminology consistent.
Choose an engineering review path
Guide
Use this when the task is specifically code review and you need to choose the correct review path before running the review.
Guide
Use this when the task is a broader engineering review and you need to choose between architecture boundary review and standards-backed implementation review.
Run engineering reviews
Members only
Guide
Use this when the main question is whether structure, layering, boundaries, ownership, and dependency direction are correct.
Members only
Guide
Use this when code or configuration changes must be checked against official framework, library, runtime, API, platform, or standards guidance.
Scholarly review and academic mode
Members only
Guide
Run the scholarly literature review stack to produce one evidence-gated scholarly review output from inspected sources.
Guide
Use this when the output must be formal, source-bound, citation-backed, and explicit about confidence.
Prompt engineering and response controls
Includes member files
Guide
Use this to choose between a files-only setup and a web-verified setup for day-to-day prompting.
Members only
Guide
Ensure every response includes an evidence-based analytic confidence score.
Web search and citations
Members only
Guide
Use this when the answer depends on current, niche, or public information and must include citations.
Context management and memory
Guide
Use this to make memory behavior more predictable, bounded, and auditable in chat and agentic systems.