jamesross.ai

James Ross runs an agent-ready knowledge architecture practice: making an organisation's knowledge legible to AI agents, so an agent can work on it without a human re-explaining the business every session. These six tools expose the practice's own instruments. Full-text search across the published architecture writing (search_architecture), covering the patterns, the evaluation method, the learn track and the teardowns. The 18-pattern architecture library (lookup_pattern). The workspace-maturity and organisational-readiness assessments (assess_workspace). The context-position cost model (price_context_read), and the redaction pre-flight scanner (check_redaction). If you needed a capability that isn't here, say so with request_capability. The same searchable corpus is also published as resources under the architecture:// scheme, so resources/list and resources/read give you the section text directly. Calls are logged anonymously: the tool name, a timestamp, and a minimal derived summary of the arguments, kept so the practice can see which capabilities agents actually reach for. There is no account, no identifier and no session. check_redaction is the strict case. It logs finding counts only, never the text you scanned and never what matched. Send no secrets or personal data to any tool here.