report_knowledge_gap
Report an Incomplete or Incorrect Answer
Record the original network question for priority research. Provide missing context or explain why an answer was not useful. Feedback alone does not change or quarantine published knowledge.
Parametersreasonrequiredcontextquestionrequiredrevision_refs
report_domain_knowledge_gap
Report an Incomplete Technical Answer
Retain the original technical question, independent OS/component versions and missing details for priority learning. Does not alter published revisions.
Parametersreasonrequiredcontextrequiredquestionrequireddomain_idrequiredrevision_refs
get_learning_status
Get Learning Progress
Check a learning ID returned by a knowledge query or report_knowledge_gap. Published means the original question has a complete answer; repeat the original query to read it.
Parameterslearning_idrequired
list_knowledge_domains
List Knowledge Domains
List installed, compatible knowledge domain packs and their declared capabilities.
Takes no parameters.
describe_knowledge_domain
Describe Knowledge Domain
Return the context and public-record contracts for one installed knowledge domain.
Parametersdomain_idrequired
query_domain_knowledge
Query Domain Knowledge
Run deterministic search in one domain using that pack’s validated context and public-record schema. Network queries may create or update a tracked research demand for missing or incomplete knowledge.
Parameterslimitcontextrequiredquestionrequireddomain_idrequired
resolve_network_context
Resolve Network Context
Resolve vendor, model/platform, portable software family, operating system, and version context.
Parametersmodelvendorversionruntime_modeoperating_systemshell_environment
query_network_knowledge
Query Network Knowledge
Return deterministic, version-scoped commands, diagnostics, and concepts for a network question. Missing or incomplete knowledge may create or update a tracked research demand. No device commands are executed.
Parameterslimitcontextrequiredquestionrequired
get_knowledge_provenance
Get Knowledge Provenance
Return safe source metadata for up to five active knowledge revisions.
Parametersrevision_refsrequired
get_network_workflow
Get Network Workflow
Return a deterministic, ordered workflow including safety, verification, and rollback. Missing or incomplete knowledge may create or update a tracked research demand. No device commands are executed.
Parametersgoalrequiredlimitcontextrequired
request_expert_answer
Request Expert Answer
Create a durable research task when deterministic knowledge has no applicable answer.
Parameterscontextrequiredquestionrequiredidempotency_key
get_expert_task
Get Expert Task
Poll an expert research task by opaque ID and access token.
Parameterstask_idrequiredaccess_token
continue_expert_task
Continue Expert Task
Provide bounded additional input requested by the researcher.
Parametersmessagerequiredtask_idrequiredaccess_token
cancel_expert_task
Cancel Expert Task
Cancel a non-terminal expert task.
Parameterstask_idrequiredaccess_token
submit_feedback
Submit Feedback
Submit correctness, freshness, safety, or completeness feedback without including private logs.
Parametersratingcommenttask_idcategoryrequiredaccess_tokenrevision_refsample_contribution
analyze_device_snapshot
Analyze Device Snapshot
Detect vendor, model, operating system, and version from bounded CLI output while redacting sensitive values. Input is not stored.
Parameterssnapshotrequiredsnapshot_typeredaction_profile
review_network_change
Review Network Change
Deterministic advisory review of commands or a configuration diff. It always returns available guidance and never executes a command. Missing or incomplete knowledge may create or update a tracked research demand.
Parametersintentrequiredcontextrequiredcommandsconfig_diff
verify_network_change
Verify Network Change
Evaluate bounded before/after outputs against the signed verification plan returned by review_network_change.
Parametersafter_snapshotrequiredbefore_snapshotrequiredverification_tokenrequired
advise_network_upgrade
Advise Network Upgrade
Return exact-model, exact-version upgrade prerequisites, risks, checks, and rollback without downloading software. Missing or incomplete knowledge may create or update a tracked research demand. No device commands are executed.
Parametersmodelrequiredtarget_versionrequiredcurrent_versionrequiredenabled_featuresoperating_system
analyze_network_path
Analyze Network Path
Build a bounded topology and packet-path graph from supplied CDP, LLDP, route, and traceroute outputs without storing them.
Parameterssourcesnapshotsrequireddestination