Agentic Systems Engineering
Use when a coding task needs systems-engineering routing across ConOps, requirements, interfaces, integration, verification, validation, decisions, technical assessment, or codebase assessment.
Requirements Distiller
Use when turning ambiguous requests, source material, CONOPS notes, or stakeholder intent into singular, testable, traceable requirements.
Validation Planner
Use when checking whether a verified implementation actually satisfies the user's real workflow, mission intent, or operational need.
Decision Analysis
Use when comparing architecture options, tool choices, trade studies, criteria, scoring, rationale, or decision records for agentic coding.
Technical Assessment Loop
Use when running checkpoints that compare plan, implementation evidence, risk, metrics, review findings, or readiness before continuing.
Integration Planner
Use when sequencing multi-component changes, merges, interfaces, generated artifacts, dependency order, or integration risk in coding work.
Requirements Auditor
Use when checking requirements for ambiguity, contradiction, unverifiability, scope creep, missing trace links, or premature design decisions.
Conops Builder
Use when defining user operating scenarios, workflows, actors, nominal paths, off-nominal paths, or concept-of-operations artifacts before coding.
Verification Planner
Use when planning tests, inspections, analyses, demonstrations, trace matrices, or proof that a built artifact meets specified requirements.