agentic-engineering-wikiRetrieve agentic engineering wiki concepts. Use when the question is about agentic engineering: Prompt and context engineering; Harness and agent-computer interface (ACI) design; Agent loop and orchestration design; External memory and knowledge architecture for agents; Agent failure modes and desig
api-design-wikiRetrieve api design wiki concepts. Use when the question is about api design: Resource and endpoint modelling; Wire-contract naming, typing, and identification; Message and parameter structure; Operation semantics for async and bulk work; Reliability-facing contract mechanics; Response shaping and t
automation-engineering-wikiRetrieve automation engineering wiki concepts. Use when the question is about automation engineering: Toil; The automation maturity path; Designing safe automation; Operational software engineering; Ironies of automation; Self-healing and auto-remediation patterns and their risks. Scan concepts.json
capacity-performance-wikiRetrieve capacity performance wiki concepts. Use when the question is about capacity performance: Capacity planning; Performance analysis methodology; Load characterisation and testing; Latency engineering; Efficiency and cost; Scalability patterns as they affect capacity. Scan concepts.json in this
change-engineering-wikiRetrieve change engineering wiki concepts. Use when the question is about change engineering: Progressive delivery; Rollback engineering; Release verification; CI/CD as a safety system; Change risk management; Delivery metrics (DORA-style) as they inform delivery safety. Scan concepts.json in this s
ci-cd-wikiRetrieve ci cd wiki concepts. Use when the question is about ci cd: Continuous integration, build automation, artifact management, and commit-stage feedback; Deployment pipelines, release orchestration, environment promotion, and automated rollback execution; Automated acceptance, integration, and n
data-engineering-wikiRetrieve data engineering wiki concepts. Use when the question is about data engineering: Pipeline design; Loading dimensional and analytical structures; Data quality engineering; Orchestration; Analytical platform architecture; Data lifecycle engineering. Scan concepts.json in this skill folder. Re
data-visualization-wikiRetrieve data visualization wiki concepts. Use when the question is about data visualization: Matching visual form to analytical question; Perceptual foundations; Dashboard design; Graphical integrity; Analytical interaction. Scan concepts.json in this skill folder. Read only matching notes. Follow
decision-alignment-wikiRetrieve decision alignment wiki concepts. Use when the question is about decision alignment: Decision-document genres; Options analysis; Stakeholder alignment; Making decisions defensible; Turning a decision into coordinated action. Scan concepts.json in this skill folder. Read only matching notes.
dimensional-modelling-wikiRetrieve dimensional modelling wiki concepts. Use when the question is about dimensional modelling: Dimensional modelling technique; Fact table types (transaction, periodic snapshot, accumulating snapshot, factless), additivity, degenerate dimensions; Dimension design; The bus architecture, bus matr
distributed-systems-wikiRetrieve distributed systems wiki concepts. Use when the question is about distributed systems: Replication; Partitioning; Transactions and consistency; Coordination and consensus; The failure semantics of distribution; Distribution architecture. Scan concepts.json in this skill folder. Read only ma
evidence-verification-wikiRetrieve evidence verification wiki concepts. Use when the question is about evidence verification: Substantiating claims; Verification method; Review process; Review workflows; Common failure modes. Scan concepts.json in this skill folder. Read only matching notes. Follow basename links hop by hop.
incident-management-wikiRetrieve incident management wiki concepts. Use when the question is about incident management: Incident response structure; On-call design; Postmortems and learning from incidents; Preparedness. Scan concepts.json in this skill folder. Read only matching notes. Follow basename links hop by hop. Do
infrastructure-as-code-wikiRetrieve infrastructure as code wiki concepts. Use when the question is about infrastructure as code: Infrastructure expressed as version-controlled, reviewable declarations; Resource, module, component, and stack design; State management, drift detection, import, migration, and reconciliation; Safe
judgment-calibration-wikiRetrieve judgment calibration wiki concepts. Use when the question is about judgment calibration: The dual-process frame and bias mechanism; Statistical-reasoning failure modes; The overconfidence family; Calibration and scoring; Structured estimation method; Belief updating as its own skill; Debias
observability-wikiRetrieve observability wiki concepts. Use when the question is about observability: Telemetry types and their trade-offs; Instrumentation practice; Debugging methodology; AI agent & LLM observability; Observability data systems; Sociotechnical & developer feedback loops. Scan concepts.json in this s
operational-handover-wikiRetrieve operational handover wiki concepts. Use when the question is about operational handover: Runbook and playbook writing; Handover documents; Capturing tacit/tribal knowledge; Maintenance documentation; Troubleshooting guides and onboarding documentation aimed at building independent operating
organizational-learning-wikiRetrieve organizational learning wiki concepts. Use when the question is about organizational learning: Psychological safety as a group-level construct; Silence and voice dynamics; Leadership practice for learning cultures; Team learning as a discipline distinct from individual learning; Mental mode
reliability-engineering-wikiRetrieve reliability engineering wiki concepts. Use when the question is about reliability engineering: SLI identification; SLO development; Error budgets; Alerting on SLOs; Service-level management practice; Reliability principles; Service-level management for nondeterministic, model-backed service
requirements-architecture-wikiRetrieve requirements architecture wiki concepts. Use when the question is about requirements architecture: Requirements practice; Architecture documentation; Constraints and trade-offs; Rationale capture; Traceability; Requirements for machine consumers. Scan concepts.json in this skill folder. Rea
resilience-engineering-wikiRetrieve resilience engineering wiki concepts. Use when the question is about resilience engineering: Accident causation models; Safety-I versus Safety-II; Human factors of failure; Safety culture and organisation; The human-factors critique of procedures. Scan concepts.json in this skill folder. Re
security-engineering-wikiRetrieve security engineering wiki concepts. Use when the question is about security engineering: Threat modelling; Secure-design principles; Identity, authentication and authorisation as design concepts; Vulnerability classes as concepts; Security and reliability as related system properties; Secur
software-design-wikiRetrieve software design wiki concepts. Use when the question is about software design: Module design; Complexity management; Interface and API design; Public API surface as a product; Refactoring; Test design at the code level; Code-level readability. Scan concepts.json in this skill folder. Read o
technical-communication-wikiRetrieve technical communication wiki concepts. Use when the question is about technical communication: Audience analysis; Clarity technique; Document structure; Adapting the same material for different formats and reader types (executive summary vs deep reference vs quickstart)…; Editing practice.
wiki-routerRoute SME wiki questions to the matching domain wiki skills. Use when you do not know which bundle applies or the question spans multiple bundles: dimensional-modelling, observability, reliability-engineering, incident-management, automation-engineering, change-engineering, capacity-performance, tec