Previous value: -"Select the engram or observability action. 'write_engram' persists new knowledge. 'query_engrams' filters by context/tags. 'search_engrams' does full-text search. 'health'/'version'/'audit_log' are read-only diagnostics. 'morning_brief' generates a daily summary. 'context_graph' maps engram relationships."New value: +"Select the engram or observability action. 'write_engram' persists new knowledge to disk. 'query_engrams' filters by context, tags, or intensity. 'search_engrams' does full-text search. 'health'/'version'/'audit_log'/'governance_status'/'billing_summary' are read-only diagnostics. 'morning_brief' generates a daily summary. 'context_graph'/'engram_neighbors'/'render_graph' map relationships between engrams. 'pulse_and_polish'/'fusion_reactor' are compound analysis operations."

Previous value: -"Action-specific parameters as key-value pairs. write_engram: {content: string (required, the knowledge to store), tags: string[] (optional, categorization), source: string (optional, origin attribution), metadata: object (optional, arbitrary key-value data)}. query_engrams: {query: string (optional), limit: integer (default 10), tags: string[] (optional filter)}. search_engrams: {query: string (required, search term), limit: integer (default 10)}. audit_log: {limit: integer (default 20), level: string ('info'|'warning'|'error')}. context_graph: {engram_id: string (optional, center node)}. engram_neighbors: {engram_id: string (required), depth: integer (default 1, traversal depth)}."New value: +"Action-specific parameters as key-value pairs. write_engram: {content: string (required, the knowledge to store), tags: string[] (optional, e.g. ['architecture','decision']), source: string (optional, origin attribution like 'code_review'), metadata: object (optional, arbitrary key-value data)}. query_engrams: {query: string (optional, filter text), limit: integer (optional, default 10, max results), tags: string[] (optional, filter by tags)}. search_engrams: {query: string (required, full-text search term), limit: integer (optional, default 10)}. audit_log: {limit: integer (optional, default 20), level: string (optional, 'info'|'warning'|'error')}. context_graph: {engram_id: string (optional, center node ID)}. engram_neighbors: {engram_id: string (required), depth: integer (optional, default 1, traversal depth)}. health/version/morning_brief/governance_status/billing_summary: no parameters needed."

Previous value: -"Select the feature, proof, or mount action. 'add'/'update'/'validate' manage feature records. 'search'/'list'/'get' are read-only queries. 'generate_proof' creates audit-grade receipts. 'mount_server' connects external MCP servers. 'unmount_server'/'thanos_snap' disconnect them (destructive)."New value: +"Select the feature, proof, or mount action. 'add'/'update'/'validate' manage feature lifecycle records. 'search'/'list'/'get'/'list_mounted'/'discover_tools'/'get_proof'/'list_proofs'/'traverse_mount' are read-only queries. 'generate_proof' creates a cryptographic execution receipt. 'mount_server' connects an external MCP server (spawns process). 'invoke_tool' calls a mounted server's tool. 'unmount_server'/'thanos_snap' disconnect and remove mounted servers (destructive: kills process)."

Previous value: -"Action-specific parameters as key-value pairs. add: {name: string (required), description: string (required), status: string (default 'proposed')}. update: {feature_id: string (required), status: string ('proposed'|'in_progress'|'done'|'cancelled'), notes: string (optional)}. get: {feature_id: string (required)}. search: {query: string (required)}. mount_server: {name: string (required, display name), command: string (required, executable), args: string[] (optional), env: object (optional, environment variables)}. invoke_tool: {server_name: string (required), tool_name: string (required), arguments: object (optional)}. generate_proof: {action: string (required, what was executed), evidence: object (required, execution artifacts)}."New value: +"Action-specific parameters as key-value pairs. add: {name: string (required), description: string (required), status: string (optional, default 'proposed')}. update: {feature_id: string (required), status: string (required, 'proposed'|'in_progress'|'done'|'cancelled'), notes: string (optional)}. get: {feature_id: string (required)}. search: {query: string (required, keyword search)}. validate: {feature_id: string (required), evidence: string (optional)}. mount_server: {name: string (required, display name), command: string (required, executable path), args: string[] (optional, command arguments), env: object (optional, environment variables)}. invoke_tool: {server_name: string (required, mounted server name), tool_name: string (required), arguments: object (optional)}. generate_proof: {action: string (required, what was executed), evidence: object (required, execution artifacts)}. unmount_server: {name: string (required)}. list/list_mounted/discover_tools/get_proof/list_proofs/traverse_mount: no parameters needed."

Previous value: -"Select the federation action. 'status'/'peers'/'health' are read-only queries. 'join'/'leave' modify federation membership. 'sync' replicates data between brains ('full' mode is destructive — overwrites target). 'route' forwards requests to other brains."New value: +"Select the federation action. 'status'/'peers'/'health' are read-only queries returning federation state. 'join' connects to a federation (writes config). 'leave' disconnects. 'sync' replicates data between brains — 'full' mode is destructive and overwrites the target brain. 'route' forwards a request to a specific peer brain."

Previous value: -"Action-specific parameters as key-value pairs. join: {federation_id: string (required, unique federation name), brain_path: string (required, path to remote .brain)}. leave: {federation_id: string (required)}. route: {target_brain: string (required, brain identifier), action: string (required, tool action to execute), params: object (optional, forwarded parameters)}. sync: {peer_id: string (required), mode: string ('full' overwrites target or 'delta' merges, default 'delta')}. health: no parameters needed. peers: no parameters needed. status: no parameters needed."New value: +"Action-specific parameters as key-value pairs. join: {federation_id: string (required, unique federation name), brain_path: string (required, filesystem path to remote .brain directory)}. leave: {federation_id: string (required)}. route: {target_brain: string (required, brain identifier from 'peers' output), action: string (required, tool action to execute on remote), params: object (optional, parameters forwarded to remote tool)}. sync: {peer_id: string (required, brain identifier), mode: string (optional, 'full' overwrites target entirely or 'delta' merges changes only, default 'delta')}. status/peers/health: no parameters needed."

Previous value: -"Select the governance action to execute. 'auto_fix_loop' runs automated verification and repair. 'lock'/'unlock' control file immutability. 'set_mode' changes security posture. 'delete_file' is destructive and irreversible. 'curl' proxies external HTTP requests. 'pip_install' installs packages into the current environment."New value: +"Select the governance action to execute. 'auto_fix_loop' runs automated verification and repair. 'lock'/'unlock' control file immutability. 'set_mode' changes security posture between 'red' (restricted) and 'blue' (permissive). 'delete_file' is destructive and irreversible. 'status'/'list_directory' are read-only. 'curl' proxies external HTTP requests through egress controls. 'pip_install' installs packages with audit logging."

Previous value: -"Action-specific parameters as key-value pairs. auto_fix_loop: {file_path: string (required, path to verify), verification_command: string (required, shell command that returns 0 on success)}. lock/unlock: {path: string (required, file or directory path)}. set_mode: {mode: string (required, 'red' or 'blue')}. list_directory: {path: string (defaults to brain root)}. delete_file: {path: string (required, DESTRUCTIVE)}. watch: {path: string (required), duration: integer (seconds, default 30)}. curl: {url: string (required), method: string (default 'GET'), headers: object, body: string}. pip_install: {package: string (required, PyPI package name)}."New value: +"Action-specific parameters as key-value pairs. auto_fix_loop: {file_path: string (required, path to verify), verification_command: string (required, shell command that returns exit code 0 on success)}. lock: {path: string (required, file or directory to make immutable)}. unlock: {path: string (required, file or directory to make writable again)}. set_mode: {mode: string (required, 'red' or 'blue')}. list_directory: {path: string (optional, defaults to .brain root)}. delete_file: {path: string (required, DESTRUCTIVE — permanently removes file)}. watch: {path: string (required, file or directory to monitor), duration: integer (optional, seconds to watch, default 30)}. curl: {url: string (required), method: string (optional, 'GET'|'POST'|'PUT'|'DELETE', default 'GET'), headers: object (optional), body: string (optional)}. pip_install: {package: string (required, PyPI package name)}. status: no parameters needed."

Previous value: -"Select the orchestration action. 'satellite'/'list_commitments'/'open_loops'/'patterns'/'metrics' are read-only overviews. 'scan_commitments' analyzes session transcripts. 'close_commitment' resolves a tracked promise. 'archive_stale' is destructive. 'export' generates formatted output."New value: +"Select the orchestration action. 'satellite'/'list_commitments'/'commitment_health'/'open_loops'/'patterns'/'metrics' are read-only overviews. 'scan_commitments' analyzes session transcripts to extract promises. 'close_commitment' resolves a tracked commitment. 'add_loop' registers an open item. 'export' generates formatted output. 'weekly_challenge' creates a focus challenge. 'archive_stale' removes old commitments (destructive: deletes data)."

Previous value: -"Action-specific parameters as key-value pairs. close_commitment: {commitment_id: string (required), resolution: string (required, how it was fulfilled)}. add_loop: {description: string (required), context: string (optional), priority: string ('high'|'medium'|'low', default 'medium')}. export: {format: string ('json'|'csv'|'markdown', default 'json'), target: string (optional, file path)}. archive_stale: {days_old: integer (required, commitments older than this are removed)}. scan_commitments: {session_id: string (optional, defaults to current session)}. satellite: no parameters needed. metrics: no parameters needed."New value: +"Action-specific parameters as key-value pairs. close_commitment: {commitment_id: string (required), resolution: string (required, how the commitment was fulfilled)}. add_loop: {description: string (required, what needs follow-up), context: string (optional, background info), priority: string (optional, 'high'|'medium'|'low', default 'medium')}. export: {format: string (optional, 'json'|'csv'|'markdown', default 'json'), target: string (optional, file path to write to)}. archive_stale: {days_old: integer (required, commitments older than this many days are removed)}. scan_commitments: {session_id: string (optional, defaults to current session)}. satellite/list_commitments/commitment_health/open_loops/patterns/metrics/weekly_challenge: no parameters needed."

Previous value: -"Select the session lifecycle action. 'start'/'end' control session boundaries. 'save'/'resume' persist and restore context. 'emit_event'/'read_events' manage the event log. 'checkpoint'/'resume_checkpoint' create rollback points. 'archive_resolved'/'garbage_collect' are destructive cleanup operations."New value: +"Select the session lifecycle action. 'start'/'end' control session boundaries. 'save'/'resume' persist and restore full session context. 'emit_event' appends to the event log (write). 'read_events'/'get_state'/'list'/'check_recent'/'handoff_summary' are read-only. 'update_state' modifies key-value session state. 'checkpoint'/'resume_checkpoint' create and restore named rollback points. 'archive_resolved'/'garbage_collect' are destructive cleanup operations that delete session data."

Previous value: -"Action-specific parameters as key-value pairs. start: {goal: string (required, session objective), tags: string[] (optional)}. save: {session_id: string (optional, auto-detected), notes: string (optional)}. resume: {session_id: string (required)}. emit_event: {event_type: string (required), data: object (required, event payload)}. read_events: {session_id: string (optional), limit: integer (default 20), event_type: string (optional filter)}. update_state: {key: string (required), value: any (required)}. checkpoint: {label: string (required, descriptive name)}. resume_checkpoint: {checkpoint_id: string (required)}. handoff_summary: {target_agent: string (optional)}."New value: +"Action-specific parameters as key-value pairs. start: {goal: string (required, session objective), tags: string[] (optional, categorization)}. save: {session_id: string (optional, auto-detected from active session), notes: string (optional)}. resume: {session_id: string (required, ID from 'list' output)}. emit_event: {event_type: string (required, e.g. 'decision'|'error'|'milestone'), data: object (required, event payload)}. read_events: {session_id: string (optional, defaults to active), limit: integer (optional, default 20), event_type: string (optional, filter by type)}. update_state: {key: string (required), value: any (required)}. checkpoint: {label: string (required, descriptive name like 'before-refactor')}. resume_checkpoint: {checkpoint_id: string (required)}. handoff_summary: {target_agent: string (optional, who receives the handoff)}. end/list/check_recent/get_state/archive_resolved/garbage_collect/propose_merges: no parameters needed."

Previous value: -"Select the synchronization or deployment action. 'identify_agent'/'sync_status' are read-only. 'sync_now' forces a sync (may overwrite remote state). 'write_artifact'/'shared_write' persist data. 'trigger_agent' dispatches events. 'start_deploy_poll'/'smoke_test' manage deployments."New value: +"Select the synchronization, artifact, trigger, or deployment action. 'identify_agent'/'sync_status'/'read_artifact'/'list_artifacts'/'get_triggers'/'check_deploy'/'shared_read'/'shared_list' are read-only. 'sync_now' forces state replication (may overwrite remote). 'write_artifact'/'shared_write' persist data. 'trigger_agent' dispatches events to other agents. 'evaluate_triggers' runs all trigger rules. 'start_deploy_poll'/'smoke_test' interact with external services."

Previous value: -"Action-specific parameters as key-value pairs. write_artifact: {name: string (required, unique identifier), content: string (required), mime_type: string (default 'text/plain')}. read_artifact: {name: string (required)}. trigger_agent: {agent_id: string (required), event: string (required), payload: object (optional)}. start_deploy_poll: {service: string (required), environment: string (required, e.g. 'production')}. smoke_test: {url: string (required), expected_status: integer (default 200)}. shared_write: {key: string (required), value: any (required)}. shared_read: {key: string (required)}. sync_now: {target: string (optional, brain path)}."New value: +"Action-specific parameters as key-value pairs. write_artifact: {name: string (required, unique identifier), content: string (required, artifact data), mime_type: string (optional, default 'text/plain')}. read_artifact: {name: string (required)}. trigger_agent: {agent_id: string (required), event: string (required, event name), payload: object (optional)}. start_deploy_poll: {service: string (required, service name), environment: string (required, e.g. 'production'|'staging')}. smoke_test: {url: string (required, endpoint URL), expected_status: integer (optional, default 200)}. shared_write: {key: string (required), value: any (required)}. shared_read: {key: string (required)}. sync_now: {target: string (optional, target brain path)}. identify_agent/sync_status/list_artifacts/get_triggers/evaluate_triggers/check_deploy/complete_deploy/shared_list/sync_auto/sync_resolve: no parameters needed."

Previous value: -"Select the task management action. 'add' creates a new task. 'list'/'get_next' are read-only. 'claim'/'update'/'escalate' modify task state. 'depth_*' actions track cognitive nesting. 'context_switch' saves and restores working context between tasks."New value: +"Select the task management action. 'add' creates a new task. 'list'/'get_next'/'depth_show'/'depth_map'/'context_switch_status' are read-only. 'claim' assigns a task to the current agent. 'update' changes task status. 'escalate' flags for human review. 'import_jsonl' bulk-imports from file. 'depth_push'/'depth_pop'/'depth_reset'/'depth_set_max' track cognitive nesting depth. 'context_switch' saves and restores working context between tasks."

Previous value: -"Action-specific parameters as key-value pairs. add: {title: string (required), description: string (optional), priority: string ('critical'|'high'|'medium'|'low', default 'medium'), tags: string[] (optional)}. update: {task_id: string (required), status: string ('pending'|'in_progress'|'done'|'blocked'), notes: string (optional)}. claim: {task_id: string (required)}. escalate: {task_id: string (required), reason: string (required)}. depth_set_max: {max_depth: integer (required, typically 3-5)}. context_switch: {to_task_id: string (required)}. import_jsonl: {file_path: string (required, path to .jsonl file)}. list: {status: string (optional filter), limit: integer (default 20)}."New value: +"Action-specific parameters as key-value pairs. add: {title: string (required), description: string (optional), priority: string (optional, 'critical'|'high'|'medium'|'low', default 'medium'), tags: string[] (optional)}. update: {task_id: string (required), status: string (required, 'pending'|'in_progress'|'done'|'blocked'), notes: string (optional)}. claim: {task_id: string (required)}. escalate: {task_id: string (required), reason: string (required, why escalation is needed)}. depth_set_max: {max_depth: integer (required, typically 3-5)}. context_switch: {to_task_id: string (required)}. import_jsonl: {file_path: string (required, path to .jsonl file with task objects)}. list: {status: string (optional, filter by 'pending'|'in_progress'|'done'|'blocked'), limit: integer (optional, default 20)}. get_next/depth_push/depth_pop/depth_show/depth_reset/depth_map/context_switch_status/context_switch_reset: no parameters needed."

Previous value: -"The action to execute."New value: +"Select the agent management action. 'search_memory'/'read_memory'/'dashboard'/'get_alerts'/'ingestion_stats' are read-only. 'spawn_agent' creates new agents. 'critique_code'/'fix_code' review and repair code. 'ingest_tasks' imports external tasks. 'rollback_ingestion' is destructive. 'set_alert_threshold' configures monitoring."

Previous value: -"Parameters vary by action. spawn_agent: {role, goal, tools[]}. critique_code: {file_path, diff}. fix_code: {file_path, issue}. search_memory: {query, limit}. ingest_tasks: {source, file_path}. set_alert_threshold: {metric, threshold, operator: 'gt'|'lt'|'eq'}. handoff_task: {task_id, to_agent, context{}}."New value: +"Action-specific parameters as key-value pairs. spawn_agent: {role: string (required, e.g. 'reviewer'|'implementer'|'researcher'), goal: string (required), tools: string[] (optional, tool names to grant)}. critique_code: {file_path: string (required), diff: string (optional, specific diff to review)}. fix_code: {file_path: string (required), issue: string (required, description of the problem)}. search_memory: {query: string (required), limit: integer (default 10)}. ingest_tasks: {source: string (required, 'github'|'csv'|'jsonl'), file_path: string (required)}. set_alert_threshold: {metric: string (required), threshold: number (required), operator: string ('gt'|'lt'|'eq', default 'gt')}. handoff_task: {task_id: string (required), to_agent: string (required), context: object (optional)}."

Previous value: -"The action to execute."New value: +"Select the engram or observability action. 'write_engram' persists new knowledge. 'query_engrams' filters by context/tags. 'search_engrams' does full-text search. 'health'/'version'/'audit_log' are read-only diagnostics. 'morning_brief' generates a daily summary. 'context_graph' maps engram relationships."

Previous value: -"Parameters vary by action. write_engram: {content, tags[], source, metadata{}}. query_engrams: {query, limit, tags[]}. search_engrams: {query, limit}. audit_log: {limit, level}. context_graph: {engram_id}. engram_neighbors: {engram_id, depth}."New value: +"Action-specific parameters as key-value pairs. write_engram: {content: string (required, the knowledge to store), tags: string[] (optional, categorization), source: string (optional, origin attribution), metadata: object (optional, arbitrary key-value data)}. query_engrams: {query: string (optional), limit: integer (default 10), tags: string[] (optional filter)}. search_engrams: {query: string (required, search term), limit: integer (default 10)}. audit_log: {limit: integer (default 20), level: string ('info'|'warning'|'error')}. context_graph: {engram_id: string (optional, center node)}. engram_neighbors: {engram_id: string (required), depth: integer (default 1, traversal depth)}."

Previous value: -"The action to execute."New value: +"Select the feature, proof, or mount action. 'add'/'update'/'validate' manage feature records. 'search'/'list'/'get' are read-only queries. 'generate_proof' creates audit-grade receipts. 'mount_server' connects external MCP servers. 'unmount_server'/'thanos_snap' disconnect them (destructive)."

Previous value: -"Parameters vary by action. add: {name, description, status}. update: {feature_id, status, notes}. get: {feature_id}. search: {query}. mount_server: {name, command, args[], env{}}. invoke_tool: {server_name, tool_name, arguments{}}. generate_proof: {action, evidence{}}."New value: +"Action-specific parameters as key-value pairs. add: {name: string (required), description: string (required), status: string (default 'proposed')}. update: {feature_id: string (required), status: string ('proposed'|'in_progress'|'done'|'cancelled'), notes: string (optional)}. get: {feature_id: string (required)}. search: {query: string (required)}. mount_server: {name: string (required, display name), command: string (required, executable), args: string[] (optional), env: object (optional, environment variables)}. invoke_tool: {server_name: string (required), tool_name: string (required), arguments: object (optional)}. generate_proof: {action: string (required, what was executed), evidence: object (required, execution artifacts)}."

Previous value: -"The action to execute."New value: +"Select the federation action. 'status'/'peers'/'health' are read-only queries. 'join'/'leave' modify federation membership. 'sync' replicates data between brains ('full' mode is destructive — overwrites target). 'route' forwards requests to other brains."

Previous value: -"Parameters vary by action. join: {federation_id, brain_path}. leave: {federation_id}. route: {target_brain, action, params{}}. sync: {peer_id, mode: 'full'|'delta'}."New value: +"Action-specific parameters as key-value pairs. join: {federation_id: string (required, unique federation name), brain_path: string (required, path to remote .brain)}. leave: {federation_id: string (required)}. route: {target_brain: string (required, brain identifier), action: string (required, tool action to execute), params: object (optional, forwarded parameters)}. sync: {peer_id: string (required), mode: string ('full' overwrites target or 'delta' merges, default 'delta')}. health: no parameters needed. peers: no parameters needed. status: no parameters needed."

Previous value: -"The action to execute."New value: +"Select the governance action to execute. 'auto_fix_loop' runs automated verification and repair. 'lock'/'unlock' control file immutability. 'set_mode' changes security posture. 'delete_file' is destructive and irreversible. 'curl' proxies external HTTP requests. 'pip_install' installs packages into the current environment."

Previous value: -"Parameters vary by action. auto_fix_loop: {file_path, verification_command}. lock/unlock: {path}. set_mode: {mode: 'red'|'blue'}. list_directory: {path}. delete_file: {path}. watch: {path, duration}. curl: {url, method, headers, body}. pip_install: {package}."New value: +"Action-specific parameters as key-value pairs. auto_fix_loop: {file_path: string (required, path to verify), verification_command: string (required, shell command that returns 0 on success)}. lock/unlock: {path: string (required, file or directory path)}. set_mode: {mode: string (required, 'red' or 'blue')}. list_directory: {path: string (defaults to brain root)}. delete_file: {path: string (required, DESTRUCTIVE)}. watch: {path: string (required), duration: integer (seconds, default 30)}. curl: {url: string (required), method: string (default 'GET'), headers: object, body: string}. pip_install: {package: string (required, PyPI package name)}."

Previous value: -"The action to execute."New value: +"Select the infrastructure or strategy action. 'file_changes'/'gcloud_status'/'list_services'/'status_report' are read-only. 'gcloud_services' requires project_id. 'manage_strategy'/'update_roadmap' modify persistent data. 'synthesize_strategy'/'optimize_workflow' generate recommendations."

Previous value: -"Parameters vary by action. file_changes: {since, path}. gcloud_services: {project_id}. status_report: {format: 'markdown'|'json', scope}. update_roadmap: {item, status, notes}. optimize_workflow: {target_area}."New value: +"Action-specific parameters as key-value pairs. file_changes: {since: string (optional, ISO date or relative like '24h'), path: string (optional, directory to scan)}. gcloud_services: {project_id: string (required, GCP project ID)}. status_report: {format: string ('markdown'|'json', default 'markdown'), scope: string (optional, 'full'|'summary')}. update_roadmap: {item: string (required, roadmap item name), status: string (required, new status), notes: string (optional)}. optimize_workflow: {target_area: string (required, area to analyze)}. manage_strategy: {operation: string ('read'|'write'), key: string, value: string}."

Previous value: -"The action to execute."New value: +"Select the orchestration action. 'satellite'/'list_commitments'/'open_loops'/'patterns'/'metrics' are read-only overviews. 'scan_commitments' analyzes session transcripts. 'close_commitment' resolves a tracked promise. 'archive_stale' is destructive. 'export' generates formatted output."

Previous value: -"Parameters vary by action. close_commitment: {commitment_id, resolution}. add_loop: {description, context, priority}. export: {format: 'json'|'csv'|'markdown', target}. archive_stale: {days_old}. scan_commitments: {session_id}."New value: +"Action-specific parameters as key-value pairs. close_commitment: {commitment_id: string (required), resolution: string (required, how it was fulfilled)}. add_loop: {description: string (required), context: string (optional), priority: string ('high'|'medium'|'low', default 'medium')}. export: {format: string ('json'|'csv'|'markdown', default 'json'), target: string (optional, file path)}. archive_stale: {days_old: integer (required, commitments older than this are removed)}. scan_commitments: {session_id: string (optional, defaults to current session)}. satellite: no parameters needed. metrics: no parameters needed."

Previous value: -"The action to execute."New value: +"Select the session lifecycle action. 'start'/'end' control session boundaries. 'save'/'resume' persist and restore context. 'emit_event'/'read_events' manage the event log. 'checkpoint'/'resume_checkpoint' create rollback points. 'archive_resolved'/'garbage_collect' are destructive cleanup operations."

Previous value: -"Parameters vary by action. start: {goal, tags[]}. save: {session_id, notes}. resume: {session_id}. emit_event: {event_type, data{}}. read_events: {session_id, limit, event_type}. update_state: {key, value}. checkpoint: {label}. resume_checkpoint: {checkpoint_id}."New value: +"Action-specific parameters as key-value pairs. start: {goal: string (required, session objective), tags: string[] (optional)}. save: {session_id: string (optional, auto-detected), notes: string (optional)}. resume: {session_id: string (required)}. emit_event: {event_type: string (required), data: object (required, event payload)}. read_events: {session_id: string (optional), limit: integer (default 20), event_type: string (optional filter)}. update_state: {key: string (required), value: any (required)}. checkpoint: {label: string (required, descriptive name)}. resume_checkpoint: {checkpoint_id: string (required)}. handoff_summary: {target_agent: string (optional)}."

Previous value: -"The action to execute."New value: +"Select the slot or sprint action. 'status_dashboard'/'mission_status' are read-only. 'orchestrate' assigns tasks to slots. 'autopilot_sprint' runs automated work cycles. 'start_mission' creates multi-sprint goals. 'force_assign' overrides slot assignment. 'halt_sprint'/'resume_sprint' control execution."

Previous value: -"Parameters vary by action. orchestrate: {strategy, max_slots}. slot_complete: {slot_id, result}. force_assign: {slot_id, task_id}. start_mission: {name, goal, sprint_count}. autopilot_sprint: {duration_minutes, focus_tags[]}."New value: +"Action-specific parameters as key-value pairs. orchestrate: {strategy: string (optional, 'fifo'|'priority'|'balanced'), max_slots: integer (default 3)}. slot_complete: {slot_id: string (required), result: string (required, completion summary)}. force_assign: {slot_id: string (required), task_id: string (required)}. start_mission: {name: string (required), goal: string (required), sprint_count: integer (default 3)}. autopilot_sprint: {duration_minutes: integer (default 25, pomodoro-style), focus_tags: string[] (optional, filter tasks by tag)}. mission_status: {mission_id: string (optional, defaults to active mission)}. halt_sprint: no parameters needed. resume_sprint: no parameters needed."

Previous value: -"The action to execute."New value: +"Select the synchronization or deployment action. 'identify_agent'/'sync_status' are read-only. 'sync_now' forces a sync (may overwrite remote state). 'write_artifact'/'shared_write' persist data. 'trigger_agent' dispatches events. 'start_deploy_poll'/'smoke_test' manage deployments."

Previous value: -"Parameters vary by action. write_artifact: {name, content, mime_type}. read_artifact: {name}. trigger_agent: {agent_id, event, payload{}}. start_deploy_poll: {service, environment}. smoke_test: {url, expected_status}. shared_write: {key, value}. shared_read: {key}."New value: +"Action-specific parameters as key-value pairs. write_artifact: {name: string (required, unique identifier), content: string (required), mime_type: string (default 'text/plain')}. read_artifact: {name: string (required)}. trigger_agent: {agent_id: string (required), event: string (required), payload: object (optional)}. start_deploy_poll: {service: string (required), environment: string (required, e.g. 'production')}. smoke_test: {url: string (required), expected_status: integer (default 200)}. shared_write: {key: string (required), value: any (required)}. shared_read: {key: string (required)}. sync_now: {target: string (optional, brain path)}."

Previous value: -"The action to execute."New value: +"Select the task management action. 'add' creates a new task. 'list'/'get_next' are read-only. 'claim'/'update'/'escalate' modify task state. 'depth_*' actions track cognitive nesting. 'context_switch' saves and restores working context between tasks."

Previous value: -"Parameters vary by action. add: {title, description, priority: 'critical'|'high'|'medium'|'low', tags[]}. update: {task_id, status: 'pending'|'in_progress'|'done'|'blocked', notes}. claim: {task_id}. escalate: {task_id, reason}. depth_set_max: {max_depth}. context_switch: {to_task_id}. import_jsonl: {file_path}."New value: +"Action-specific parameters as key-value pairs. add: {title: string (required), description: string (optional), priority: string ('critical'|'high'|'medium'|'low', default 'medium'), tags: string[] (optional)}. update: {task_id: string (required), status: string ('pending'|'in_progress'|'done'|'blocked'), notes: string (optional)}. claim: {task_id: string (required)}. escalate: {task_id: string (required), reason: string (required)}. depth_set_max: {max_depth: integer (required, typically 3-5)}. context_switch: {to_task_id: string (required)}. import_jsonl: {file_path: string (required, path to .jsonl file)}. list: {status: string (optional filter), limit: integer (default 20)}."

Previous value: -"The action to execute."New value: +"Select the telemetry or control action. 'get_llm_status'/'value_ratio'/'check_kill_switch'/'agent_cost_dashboard'/'dispatch_metrics' are read-only. 'set_llm_tier' changes model config. 'record_interaction'/'record_feedback'/'mark_high_impact' write telemetry data. 'pause_notifications'/'resume_notifications' toggle alerts."

Previous value: -"Parameters vary by action. set_llm_tier: {tier: 'opus'|'sonnet'|'haiku', context}. record_interaction: {tool_name, tokens_in, tokens_out, latency_ms}. record_feedback: {interaction_id, rating, comment}. mark_high_impact: {interaction_id, reason}. request_handoff: {from_agent, to_agent, context{}}."New value: +"Action-specific parameters as key-value pairs. set_llm_tier: {tier: string (required, 'opus'|'sonnet'|'haiku'), context: string (optional, task type this applies to)}. record_interaction: {tool_name: string (required), tokens_in: integer (required), tokens_out: integer (required), latency_ms: integer (required)}. record_feedback: {interaction_id: string (required), rating: integer (required, 1-5 scale), comment: string (optional)}. mark_high_impact: {interaction_id: string (required), reason: string (required)}. request_handoff: {from_agent: string (required), to_agent: string (required), context: object (required, handoff payload)}. check_kill_switch: no parameters needed."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "spawn_agent",
+  "apply_critique",
+  "orchestrate_swarm",
+  "search_memory",
+  "read_memory",
+  "respond_to_consent",
+  "list_pending_consents",
+  "critique_code",
+  "fix_code",
+  "session_briefing",
+  "register_session",
+  "handoff_task",
+  "ingest_tasks",
+  "rollback_ingestion",
+  "ingestion_stats",
+  "dashboard",
+  "snapshot_dashboard",
+  "list_dashboard_snapshots",
+  "get_alerts",
+  "set_alert_threshold"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. spawn_agent: {role, goal, tools[]}. critique_code: {file_path, diff}. fix_code: {file_path, issue}. search_memory: {query, limit}. ingest_tasks: {source, file_path}. set_alert_threshold: {metric, threshold, operator: 'gt'|'lt'|'eq'}. handoff_task: {task_id, to_agent, context{}}."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "health",
+  "version",
+  "audit_log",
+  "write_engram",
+  "query_engrams",
+  "search_engrams",
+  "governance_status",
+  "morning_brief",
+  "pulse_and_polish",
+  "self_healing_sre",
+  "fusion_reactor",
+  "context_graph",
+  "engram_neighbors",
+  "render_graph",
+  "billing_summary"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. write_engram: {content, tags[], source, metadata{}}. query_engrams: {query, limit, tags[]}. search_engrams: {query, limit}. audit_log: {limit, level}. context_graph: {engram_id}. engram_neighbors: {engram_id, depth}."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "add",
+  "list",
+  "get",
+  "update",
+  "validate",
+  "search",
+  "mount_server",
+  "thanos_snap",
+  "unmount_server",
+  "list_mounted",
+  "discover_tools",
+  "invoke_tool",
+  "traverse_mount",
+  "generate_proof",
+  "get_proof",
+  "list_proofs"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. add: {name, description, status}. update: {feature_id, status, notes}. get: {feature_id}. search: {query}. mount_server: {name, command, args[], env{}}. invoke_tool: {server_name, tool_name, arguments{}}. generate_proof: {action, evidence{}}."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "status",
+  "join",
+  "leave",
+  "peers",
+  "sync",
+  "route",
+  "health"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. join: {federation_id, brain_path}. leave: {federation_id}. route: {target_brain, action, params{}}. sync: {peer_id, mode: 'full'|'delta'}."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "auto_fix_loop",
+  "lock",
+  "unlock",
+  "set_mode",
+  "list_directory",
+  "delete_file",
+  "watch",
+  "status",
+  "curl",
+  "pip_install"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. auto_fix_loop: {file_path, verification_command}. lock/unlock: {path}. set_mode: {mode: 'red'|'blue'}. list_directory: {path}. delete_file: {path}. watch: {path, duration}. curl: {url, method, headers, body}. pip_install: {package}."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "file_changes",
+  "gcloud_status",
+  "gcloud_services",
+  "list_services",
+  "scan_marketing_log",
+  "synthesize_strategy",
+  "status_report",
+  "optimize_workflow",
+  "manage_strategy",
+  "update_roadmap"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. file_changes: {since, path}. gcloud_services: {project_id}. status_report: {format: 'markdown'|'json', scope}. update_roadmap: {item, status, notes}. optimize_workflow: {target_area}."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "satellite",
+  "scan_commitments",
+  "archive_stale",
+  "export",
+  "list_commitments",
+  "close_commitment",
+  "commitment_health",
+  "open_loops",
+  "add_loop",
+  "weekly_challenge",
+  "patterns",
+  "metrics"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. close_commitment: {commitment_id, resolution}. add_loop: {description, context, priority}. export: {format: 'json'|'csv'|'markdown', target}. archive_stale: {days_old}. scan_commitments: {session_id}."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "save",
+  "resume",
+  "list",
+  "check_recent",
+  "end",
+  "start",
+  "archive_resolved",
+  "propose_merges",
+  "garbage_collect",
+  "emit_event",
+  "read_events",
+  "get_state",
+  "update_state",
+  "checkpoint",
+  "resume_checkpoint",
+  "handoff_summary"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. start: {goal, tags[]}. save: {session_id, notes}. resume: {session_id}. emit_event: {event_type, data{}}. read_events: {session_id, limit, event_type}. update_state: {key, value}. checkpoint: {label}. resume_checkpoint: {checkpoint_id}."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "orchestrate",
+  "slot_complete",
+  "slot_exhaust",
+  "status_dashboard",
+  "autopilot_sprint",
+  "force_assign",
+  "autopilot_sprint_v2",
+  "start_mission",
+  "mission_status",
+  "halt_sprint",
+  "resume_sprint"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. orchestrate: {strategy, max_slots}. slot_complete: {slot_id, result}. force_assign: {slot_id, task_id}. start_mission: {name, goal, sprint_count}. autopilot_sprint: {duration_minutes, focus_tags[]}."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "identify_agent",
+  "sync_status",
+  "sync_now",
+  "sync_auto",
+  "sync_resolve",
+  "read_artifact",
+  "write_artifact",
+  "list_artifacts",
+  "trigger_agent",
+  "get_triggers",
+  "evaluate_triggers",
+  "start_deploy_poll",
+  "check_deploy",
+  "complete_deploy",
+  "smoke_test",
+  "shared_read",
+  "shared_write",
+  "shared_list"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. write_artifact: {name, content, mime_type}. read_artifact: {name}. trigger_agent: {agent_id, event, payload{}}. start_deploy_poll: {service, environment}. smoke_test: {url, expected_status}. shared_write: {key, value}. shared_read: {key}."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "list",
+  "get_next",
+  "claim",
+  "update",
+  "add",
+  "import_jsonl",
+  "escalate",
+  "depth_push",
+  "depth_pop",
+  "depth_show",
+  "depth_reset",
+  "depth_set_max",
+  "depth_map",
+  "context_switch",
+  "context_switch_status",
+  "context_switch_reset"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. add: {title, description, priority: 'critical'|'high'|'medium'|'low', tags[]}. update: {task_id, status: 'pending'|'in_progress'|'done'|'blocked', notes}. claim: {task_id}. escalate: {task_id, reason}. depth_set_max: {max_depth}. context_switch: {to_task_id}. import_jsonl: {file_path}."

Previous value: -"Action to execute (see tool description)"New value: +"The action to execute."

Added value: +[
+  "set_llm_tier",
+  "get_llm_status",
+  "record_interaction",
+  "value_ratio",
+  "check_kill_switch",
+  "pause_notifications",
+  "resume_notifications",
+  "record_feedback",
+  "mark_high_impact",
+  "check_protocol",
+  "request_handoff",
+  "get_handoffs",
+  "agent_cost_dashboard",
+  "dispatch_metrics"
+]

Previous value: -"Action parameters"New value: +"Parameters vary by action. set_llm_tier: {tier: 'opus'|'sonnet'|'haiku', context}. record_interaction: {tool_name, tokens_in, tokens_out, latency_ms}. record_feedback: {interaction_id, rating, comment}. mark_high_impact: {interaction_id, reason}. request_handoff: {from_agent, to_agent, context{}}."