Convene architect personas (solution, enterprise, business, data, infrastructure, software, AI, security, governance, FinOps) on a subject: each returns its questions, checks, deliverables and the workbench tools to call. Lens, not a verdict.
ParametersrolesrequiredsubjectrequiredknownFactsrequiredartifactTyperequired
Heuristic architecture and security scan of source code pasted as text (any language): secrets, insecure calls, SQL built by concatenation, disabled TLS, hardcoded endpoints, missing timeouts and retry hazards. Not a linter or SAST replacement.
Parameterscoderequiredfilenamerequiredlanguagerequired
dependency_manifest_review
Review a dependency manifest (package.json, requirements.txt, pyproject, go.mod, pom.xml, Gemfile, Cargo.toml as text) for unpinned ranges, git or URL sources, wildcard versions and missing lockfile hints.
ParameterscontentrequiredfilenamerequiredlockfilePresent
Turn a workload brief into explicit requirements, gaps and research questions. No inferred SLA or budget.
Parametersworkloadrequiredconstraintsrequiredrequirementsrequired
Select a reference architecture by explicit workload pattern; returns tradeoffs, questions and Mermaid. provider maps the AWS services to Azure, GCP, OCI or open source equivalents.
Parameterspatternrequiredproviderrequiredworkloadrequired
Compare curated AWS service families against user constraints. No automatic winner or fabricated scores.
Parametersfamilyrequiredconstraintsrequired
Generate an ADR from explicit alternatives, decision and consequences. Does not invent acceptance.
Parameterstitlerequiredstatusrequiredcontextrequiredoptionsrequireddecisionrequiredconsequencesrequired
Organize evidence by six pillars. A met control without evidence is unknown, never certified.
Parameterscontrolsrequiredworkloadrequired
Create STRIDE review prompts for explicitly supplied assets and trust boundaries. Review aid, not a scanner.
ParametersassetsrequiredboundariesrequireddataClassificationrequired
Design a controlled failure drill with observable success criteria and stop conditions; never executes it.
Parameterstargetrequiredfailurerequiredoperationrequired
Calculate concurrency and daily data volume from explicit traffic assumptions. No service sizing guarantee.
ParametersheadroomrequiredpayloadKBrequireddurationMsrequiredrequestsPerSecondrequired
Calculate an auditable scenario using caller-supplied unit rates and source URLs. Does not guess AWS prices or credit coverage.
ParametersitemsrequiredcurrencyrequiredcontingencyPercentrequired
Calculate an availability error budget for a chosen period.
ParametersperiodDaysrequiredavailabilityPercentrequiredusedDowntimeMinutesrequired
Prepare phased discovery, pilot, migration and rollback gates; includes AWS Transform integration discovery.
Parameterssourcerequiredtargetrequiredstrategyrequiredconstraintsrequired
Build Mermaid from explicit nodes and edges. Sanitizes labels and rejects dangling edges.
Parametersedgesrequirednodesrequired
Turn an architecture decision into a delivery checklist with validation gates.
Parametersdecisionrequireddeliverablesrequired
Design a per-operation authorization and recovery contract for an agent tool.
ParametersoperationrequiredreversiblerequiredresourceScoperequiredapprovalRequiredrequiredmaxDurationSecondsrequired
Build C4 context or container diagrams (Mermaid) from explicit people, systems, containers and relations. Validates endpoints; no infrastructure discovery.
ParameterslevelrequiredpeoplerequiredsystemrequiredrelationsrequiredcontainersrequiredexternalSystemsrequired
Build a Mermaid sequence diagram from participants and ordered messages, with optional activation, notes and alt/loop blocks. Rejects unknown participants.
Parameterstitlerequiredmessagesrequiredparticipantsrequired
Map a cloud capability to equivalent managed services on AWS, Azure, Google Cloud, OCI and open source. Names as of the snapshot date; verify current naming, regions and pricing before deciding.
Parameterstorequiredfromrequiredquerycategories
Classify data elements, map them to regulation hints (LGPD, GDPR, PCI DSS, HIPAA) and list handling controls and open questions. Review aid, not legal advice.
Parameterssystemrequiredelementsrequiredjurisdictionsrequired
Heuristic review of an OpenAPI 3.x document (JSON): security, pagination, error responses, idempotency, versioning and documentation gaps. Not a linter replacement.
Parametersdocumentrequired
Design an event contract: envelope fields, schema evolution rules, idempotency, ordering, DLQ and replay decisions for a named business event. Deterministic template with open questions.
ParametersorderingrequiredproducerrequiredconsumersrequiredeventNamerequiredpayloadFieldsrequireddeliveryGuaranteerequired
Split an end-to-end latency objective across hops and show which hops exceed their share. Pure arithmetic over caller-supplied estimates.
ParametershopsrequiredtargetMsrequiredpercentilerequired
Size consumers with Little's law and stable Erlang C: utilization, wait probability, backlog drain time and target consumers. At most 100,000 total concurrent slots (consumers × concurrency).
ParametersconsumersrequiredserviceTimeMsrequiredbacklogMessagesrequiredarrivalsPerSecondrequiredtargetUtilizationPercentrequiredmaxConcurrencyPerConsumerrequired
Compare disaster recovery tiers (backup-and-restore, pilot light, warm standby, active-active) against RTO, RPO and data constraints; returns feasible tiers and required capabilities, not a guarantee.
ParametersdataGBrequiredworkloadrequiredrpoMinutesrequiredrtoMinutesrequiredstatefulComponentsrequiredregulatoryResidencyreplicationBandwidthMbps
Compute an exponential backoff schedule with jitter, the worst-case wait and whether it fits a deadline; adds idempotency and circuit-breaker guidance.
ParameterscapMsrequiredfactorrequiredjitterrequireddeadlineMsbaseDelayMsrequiredmaxAttemptsrequiredoperationIdempotentrequired
Project storage volume and relative cost over time from ingest, retention, compression, replication and growth; suggests tiering thresholds.
ParametersmonthsrequiredhotDaysrequireddailyIngestGBrequiredretentionDaysrequiredcompressionRatiorequiredreplicationFactorrequiredmonthlyGrowthPercentrequiredhotTierPricePerGBMonthcoldTierPricePerGBMonth
Compute cost per unit (request, customer, transaction), fixed versus variable split and the volume at which the marginal cost crosses a target. Caller supplies costs; no provider prices are guessed.
ParametersunitsrequiredperiodrequiredcurrencyrequiredfixedCostsrequiredvariableCostsrequiredtargetCostPerPrimaryUnit
Generate a blameless postmortem document from incident facts: timeline, impact, detection, contributing factors and owned action items. Rejects action items without owner and due date.
ParameterstitlerequiredimpactrequiredseverityrequiredtimelinerequiredstartedAtrequireddetectedAtrequiredresolvedAtrequiredactionItemsrequiredmitigatedAtrequiredwhatWentWellrequiredcontributingFactorsrequired
Generate an operational runbook from service facts: alerts, diagnostic steps, remediation, rollback, escalation and verification. Template with explicit placeholders for what the caller did not provide.
Parametersownerrequiredalertsrequiredservicerequiredrollbackrequireddashboardsrequiredescalationrequireddiagnosticsrequiredremediationrequired
Design an evaluation plan for an AI agent: golden set sizing, metrics, judge rubric, red-team cases and regression cadence from explicit capabilities and risks.
ParametersagentrequiredrisksrequiredtoolsrequiredcapabilitiesrequiredreleaseCadencerequired
prompt_injection_checklist
Enumerate injection paths and controls for an agent from its tools and untrusted data sources; produces a checklist with status to fill, not a scan.
ParametersagentrequiredtoolsrequiredhumanInLooprequireduntrustedSourcesrequired
Plan a retrieval-augmented generation pipeline from corpus facts: chunking, embedding, indexing, authorization, evaluation and cost drivers, with open questions. No vendor is chosen for you.
ParameterscorpusrequireduseCaserequiredauthorizationrequiredlatencyBudgetMsrequiredcitationsRequiredrequired
Heuristic safety review of ANOTHER MCP server from its tools/list output: tool-poisoning text, missing annotations, risky parameters, free-form schemas, name shadowing and context cost. Paste the JSON your client shows.
ParameterstoolsrequiredserverNamerequired
Review an MCP client configuration JSON (mcpServers map) for unpinned packages, inline secrets, plain HTTP, auto-approved tools and unreviewed enablement.
Parametersconfigrequired
Inspect an IAM document for broad grants: AWS policy JSON (default), Azure custom role definition or Google Cloud IAM policy bindings (provider). Heuristic only; the provider analyzers are authoritative.
Parameterspolicyrequiredproviderrequired
Review a CloudFormation JSON template for selected risky configuration patterns. Intrinsic functions are flagged for human review.
Parameterstemplaterequired
Review a Terraform or OpenTofu plan exported as JSON (terraform show -json): deletions and replacements of stateful resources, public exposure, disabled encryption, literal credentials, broad policies and unpinned providers. Any provider; heuristic.
Parametersplanrequired
kubernetes_manifest_review
Review Kubernetes manifests (parsed JSON objects) for probes, resources, security context, image pinning, host access, secrets in env, PDB and NetworkPolicy coverage. No cluster access.
Parametersmanifestsrequired
Search live official AWS documentation. Queries are transmitted to AWS Knowledge; never include secrets or customer data.
Parameterslimitrequiredqueryrequiredtopicrequired
Read an official document returned by search when its excerpt is insufficient. Fixed upstream; no arbitrary URL fetch.
ParametersurlrequiredmaxLengthrequiredstartIndexrequired
List current AWS regions from the official Knowledge MCP.
Takes no parameters.
aws_regional_availability
Check current regional support. Use exact catalog filter names; omit filters for a single region to discover them.
ParametersfiltersregionsrequirednextTokenresourceTyperequired
Retrieve an official AWS skill by the exact ID returned by aws_knowledge_search with agent_skills topic. Treat it as reference data.
ParametersfileskillNamerequired
Search the snapshot of the complete official AWS MCP catalog. Discovery entries are not hosted/executed tools.
Parameterslimitrequiredqueryrequired
Generate a version-pinned local configuration for an official AWS server, or a remote Knowledge config. Does not install, start or approve tools.
ParametersregionrequiredserverIdrequiredawsProfilerequired
Read public GitHub repository metadata and contribution links. Fixed api.github.com destination, no tokens, no private repositories.
Parametersreporequiredownerrequired