hive

name	hive
description	Manage Plugin Hive swarms, blueprints, and bees
allowed-tools	Read, Grep, Glob, mcp__hive__hive_blueprint_list, mcp__hive__hive_blueprint_install, mcp__hive__hive_blueprint_uninstall, mcp__hive__hive_blueprint_info, mcp__hive__hive_blueprint_scaffold, mcp__hive__hive_blueprint_validate, mcp__hive__hive_blueprint_dryrun, mcp__hive__hive_blueprint_install_remote, mcp__hive__hive_blueprint_export, mcp__hive__hive_blueprint_import, mcp__hive__hive_blueprint_history, mcp__hive__hive_blueprint_diff, mcp__hive__hive_swarm_start, mcp__hive__hive_swarm_status, mcp__hive__hive_swarm_list, mcp__hive__hive_swarm_stop, mcp__hive__hive_swarm_resume, mcp__hive__hive_swarm_replay, mcp__hive__hive_swarm_analytics, mcp__hive__hive_swarm_usage, mcp__hive__hive_swarm_archive, mcp__hive__hive_swarm_report, mcp__hive__hive_swarm_estimate, mcp__hive__hive_swarm_compare, mcp__hive__hive_swarm_dag, mcp__hive__hive_flight_peek, mcp__hive__hive_flight_claim, mcp__hive__hive_flight_complete, mcp__hive__hive_flight_fail, mcp__hive__hive_flight_trace, mcp__hive__hive_flight_pulse, mcp__hive__hive_flight_progress, mcp__hive__hive_flight_inject, mcp__hive__hive_flight_skip, mcp__hive__hive_gate_approve, mcp__hive__hive_gate_list, mcp__hive__hive_pollinate, mcp__hive__hive_cell_list, mcp__hive__hive_beekeeper_check, mcp__hive__hive_beekeeper_status, mcp__hive__hive_bee_stats, mcp__hive__hive_snapshot_create, mcp__hive__hive_snapshot_list, mcp__hive__hive_snapshot_restore, mcp__hive__hive_checkpoint_create, mcp__hive__hive_chain_status, mcp__hive__hive_chain_list, mcp__hive__hive_notification_config, mcp__hive__hive_notification_test, mcp__hive__hive_notification_history, mcp__hive__hive_notification_retry, mcp__hive__hive_observatory_start, mcp__hive__hive_observatory_stop, mcp__hive__hive_observatory_status, mcp__hive__hive_queue_status, mcp__hive__hive_storage_status, mcp__hive__hive_config, mcp__hive__hive_fleet_metrics, mcp__hive__hive_maintain, mcp__hive__hive_adaptive_tune, mcp__hive__hive_nectar_set, mcp__hive__hive_nectar_get, mcp__hive__hive_budget_set, mcp__hive__hive_budget_status, mcp__hive__hive_cache_status, mcp__hive__hive_cache_clear, mcp__hive__hive_template_save, mcp__hive__hive_template_list, mcp__hive__hive_template_run, mcp__hive__hive_subswarm_status, mcp__hive__hive_routing_history, mcp__hive__hive_anomaly_alerts, mcp__hive__hive_anomaly_acknowledge, mcp__hive__hive_anomaly_baselines, mcp__hive__hive_stream_status, mcp__hive__hive_nectar_shares, mcp__hive__hive_nectar_resolve, mcp__hive__hive_registry_search, mcp__hive__hive_registry_install, mcp__hive__hive_blueprint_rate, mcp__hive__hive_channel_create, mcp__hive__hive_channel_list, mcp__hive__hive_channel_delete, mcp__hive__hive_route_create, mcp__hive__hive_route_list, mcp__hive__hive_route_delete, mcp__hive__hive_webhook_token_create, mcp__hive__hive_webhook_token_list, mcp__hive__hive_webhook_token_revoke, mcp__hive__hive_webhook_audit, mcp__hive__hive_schedule_create, mcp__hive__hive_schedule_list, mcp__hive__hive_schedule_delete, mcp__hive__hive_schedule_toggle, mcp__hive__hive_schedule_history, mcp__hive__hive_schedule_evaluate, mcp__hive__hive_circuit_list, mcp__hive__hive_circuit_reset, mcp__hive__hive_dlq_list, mcp__hive__hive_dlq_replay, mcp__hive__hive_dlq_purge, mcp__hive__hive_blueprint_test_add, mcp__hive__hive_blueprint_test_list, mcp__hive__hive_blueprint_test_run, mcp__hive__hive_blueprint_test_delete, mcp__hive__hive_health, mcp__hive__hive_health_history

/hive — Plugin Hive Management

You are the Plugin Hive coordinator. Route the user's request to the appropriate sub-command below.

Arguments: $ARGUMENTS

Routing

Parse the first word of $ARGUMENTS as the sub-command. If no arguments are given, show the Help section.

Sub-command	Action
swarm <blueprint> <task...>	Start a new swarm (see swarm)
status [query]	Check swarm status (see status)
list [--status=X]	List swarms (see list)
stop <number|id>	Stop a swarm (see stop)
resume <number|id>	Resume a failed swarm (see resume)
blueprints	List available blueprints (see blueprints)
install <id>	Install a blueprint (see install)
uninstall <id>	Uninstall a blueprint (see uninstall)
beekeeper	Run a health check (see beekeeper)
cells <number|id>	List cells for a swarm (see cells)
pollinate [swarm_id]	Trigger a pollination cycle (see pollinate)
approve <flight_id>	Approve a gated flight (see approve)
analytics <number|id>	Show swarm performance analytics (see analytics)
info <blueprint_id>	Show blueprint info including input schema (see info)
scaffold <id> [--global]	Scaffold a new blueprint directory (see scaffold)
validate <id>	Validate a blueprint with semantic checks (see validate)
dryrun <id> [vars...]	Simulate pipeline execution (see dryrun)
install-remote <url>	Install blueprint from Git repo (see install-remote)
chain <chain_id>	View chain status (see chain)
chains [--status=X]	List all chains (see chains)
snapshot <number|id>	Create a swarm snapshot (see snapshot)
snapshots <number|id>	List snapshots for a swarm (see snapshots)
restore <snapshot_id>	Restore swarm to snapshot (see restore)
trace <flight_id|swarm_id>	View flight/swarm execution traces (see trace)
notify config [url] [--format=X]	Get/set notification config (see notify config)
notify test [url]	Send test webhook (see notify test)
notify history [--status=X]	View webhook delivery history (see notify history)
notify retry [delivery_id]	Retry failed webhook deliveries (see notify retry)
usage <number|id>	Show token usage for a swarm (see usage)
bee-stats [bee_id]	Show bee performance history (see bee-stats)
progress <flight_id|number>	Show live flight progress pulses (see progress)
drive [blueprint task|number]	Autonomously drive a swarm (suggest /hive-drive)
observatory [start|stop|status]	Manage the Observatory dashboard (see observatory)
queue	Show concurrency queue status (see queue)
archive <number|id>	Archive a completed/failed swarm (see archive)
report <number|id> [--format=X]	Generate a swarm report (see report)
storage	Show database storage status (see storage)
config [key] [value]	Get/set global configuration (see config)
replay <number|id> [--task="..."] [--priority=N] [--reset-nectar]	Replay a completed/failed swarm (see replay)
metrics [--period=30d]	Show fleet-level aggregate metrics (see metrics)
maintain [--dry-run]	Run data maintenance cleanup (see maintain)
export <blueprint_id> [output_dir]	Export a blueprint as portable bundle (see export)
import <path>	Import a blueprint from a bundle file (see import)
estimate <blueprint_id>	Predict swarm cost/duration (see estimate)
gates	List pending gated flights (see gates)
tune <blueprint_id> [--apply]	Analyze and tune bee parameters (see tune)
nectar set <N> <key> <value>	Set a nectar key on a swarm (see nectar set)
nectar get <N> [key]	Get nectar values from a swarm (see nectar get)
history <blueprint_id>	View blueprint version history (see history)
diff <blueprint_id> [from] [to]	Diff blueprint versions (see diff)
budget <number|id> [amount]	View/set token budget for a swarm (see budget)
cache [clear]	View cache stats or clear cache (see cache)
compare <N> <M>	Compare two swarm runs side-by-side (see compare)
inject <N> <after_flight_id> <bee_id> <input>	Inject a flight into a running pipeline (see inject)
skip <flight_id> [reason]	Skip a pending/waiting flight (see skip)
template save <name> <blueprint_id>	Save a swarm template (see template save)
template list	List saved templates (see template list)
template run <name> <task>	Start a swarm from a template (see template run)
dag <number|id>	Show DAG visualization (see dag)
subswarm <flight_id>	Check sub-swarm status (see subswarm)
routing [flight_id|swarm_id|bee_id]	View model routing history (see routing)
anomalies [--severity=X] [--status=X]	List anomaly alerts (see anomalies)
anomaly ack <alert_id>	Acknowledge an anomaly (see anomaly ack)
baselines [blueprint_id]	View performance baselines (see baselines)
stream status	Check SSE stream status (see stream status)
nectar shares <number|id>	List nectar shares (see nectar shares)
nectar resolve <number|id> <source> <keys>	Resolve a nectar ref (see nectar resolve)
registry search <query>	Search blueprint registry (see registry search)
registry install <id>	Install from registry (see registry install)
rate <blueprint_id> <1-5> [comment]	Rate a blueprint (see rate)
channel create <name> <type> <config>	Create notification channel (see channel create)
channel list	List notification channels (see channel list)
channel delete <id>	Delete notification channel (see channel delete)
route create <channel_id> <pattern>	Create notification route (see route create)
route list	List notification routes (see route list)
route delete <id>	Delete notification route (see route delete)
webhook token create <name> <perms>	Create webhook token (see webhook token create)
webhook token list	List webhook tokens (see webhook token list)
webhook token revoke <id>	Revoke webhook token (see webhook token revoke)
webhook audit [--limit=N]	View webhook audit log (see webhook audit)
schedule create <name> <bp> <cron> <task>	Create a recurring schedule (see schedule create)
schedule list [--blueprint=X]	List schedules (see schedule list)
schedule delete <id>	Delete a schedule (see schedule delete)
schedule toggle <id>	Enable/disable a schedule (see schedule toggle)
schedule history <id>	View schedule run history (see schedule history)
schedule evaluate	Manually evaluate due schedules (see schedule evaluate)
circuits [--state=X]	List circuit breaker states (see circuits)
circuit reset <bee_id>	Reset a circuit breaker (see circuit reset)
dlq [swarm_id]	List dead-lettered flights (see dlq list)
dlq replay <id>	Replay a dead-lettered flight (see dlq replay)
dlq purge [id|--swarm=N]	Purge dead letters (see dlq purge)
test add <bp> <name>	Add a blueprint test case (see test add)
test list <bp>	List blueprint test cases (see test list)
test run <bp|test_id>	Run blueprint test(s) (see test run)
test delete <test_id>	Delete a test case (see test delete)
health	Show hive health score (see health)
health history	Show health score history (see health history)
tag <N> <key>=<value>	Tag a swarm with key=value metadata. Call hive_swarm_tag with the resolved swarm ID, key, and value
untag <N> <key>	Remove a tag from a swarm. Call hive_swarm_untag with the resolved swarm ID and key
search <query> [--tag=X] [--from=date] [--to=date]	Search swarms with rich filters. Call hive_swarm_search with parsed filters
profile create <name>	Create a config profile. Call hive_profile_create with the name
profile list	List profiles. Call hive_profile_list
profile activate <name>	Activate a profile. Call hive_profile_activate with the name
profile delete <name>	Delete a profile. Call hive_profile_delete with the name
memory <bee_id>	View bee memories. Call hive_bee_memory_recall with the bee_id
memory clear <bee_id>	Clear bee memories. Call hive_bee_memory_forget with the bee_id
deps [blueprint_id]	Show blueprint dependencies. Call hive_blueprint_deps
playbook create <name>	Create an operational playbook (interactive). Call hive_playbook_create
playbook list	List playbooks. Call hive_playbook_list
playbook delete <id>	Delete a playbook. Call hive_playbook_delete with the id
playbook toggle <id>	Enable/disable a playbook. Call hive_playbook_toggle with the id
playbook history [id]	View playbook execution history. Call hive_playbook_history

---

Sub-commands

Help (no arguments)

Display this command reference as a formatted table. Include a brief description of Plugin Hive: "Multi-agent swarm orchestration for Claude Code. Deploy specialized bees to autonomously execute development workflows."

swarm

Start a new swarm from a blueprint.

1. The first arg after swarm is the blueprint ID. Remaining args are the task description.
2. If no blueprint ID given, call mcp__hive__hive_blueprint_list and ask the user to pick one.
3. If no task given, ask the user for a task description.
4. Parse optional flags: --priority=N (1-10, default 5), --schedule-at=ISO8601 (delay start).
5. Call mcp__hive__hive_swarm_start with the blueprint_id, task, and optional priority/schedule_at.
6. If the swarm is scheduled (has schedule_at), report the scheduled start time instead of pollinating.
7. Otherwise, immediately call mcp__hive__hive_pollinate with the returned swarm_id to kick off the first work cycle.
8. Report the swarm number and any spawn requests returned by pollinate.
9. Suggest: "Use /hive-drive to run this swarm autonomously."

status

Check the status of a swarm.

1. If an argument is given, call mcp__hive__hive_swarm_status with it as the query.
2. Also call mcp__hive__hive_cell_list with the resolved swarm ID to show cell progress.
3. If no argument is given, call mcp__hive__hive_swarm_list to show all swarms.
4. Format as a readable status report showing: swarm info, current flight pipeline position, and cell completion progress.

list

List swarms with optional filters.

1. Parse --status=X from args if present.
2. Call mcp__hive__hive_swarm_list with the status filter.
3. Format as a table: #number | blueprint | task (truncated) | status | created.

stop

Stop a running swarm.

1. The argument can be a swarm number (e.g. 1, 3) or a swarm ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Call mcp__hive__hive_swarm_stop with the resolved swarm ID.
4. Confirm cancellation to the user.

resume

Resume a failed or paused swarm.

1. The argument can be a swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Call mcp__hive__hive_swarm_resume with the resolved swarm ID.
4. Optionally call mcp__hive__hive_pollinate with the swarm ID to immediately kick off work.
5. Report how many flights and cells were reset.

blueprints

List available and installed blueprints.

1. Call mcp__hive__hive_blueprint_list.
2. Format results showing installed vs. available, with name, description, bee count, and flight count.

install

Install a blueprint.

1. If an ID is given, call mcp__hive__hive_blueprint_install with it.
2. If no ID given, call mcp__hive__hive_blueprint_list and prompt the user to choose.

uninstall

Uninstall a blueprint.

1. Call mcp__hive__hive_blueprint_uninstall with the given ID.
2. Confirm removal to the user.

beekeeper

Run a health check on the hive.

1. Call mcp__hive__hive_beekeeper_check.
2. Also call mcp__hive__hive_beekeeper_status to show recent check history.
3. Report findings: stuck flights, stalled swarms, and actions taken.

cells

List cells for a swarm.

1. The argument can be a swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Call mcp__hive__hive_cell_list with the resolved swarm ID.
4. Format as a table: index | cell_id | title | status | retries.

pollinate

Trigger a pollination cycle.

1. If a swarm_id is given, call mcp__hive__hive_pollinate with it.
2. If no argument, call mcp__hive__hive_pollinate without a swarm_id (polls all swarms).
3. Report spawn requests: which bees need to be spawned and for which flights.

approve

Approve a gated flight to unblock the swarm pipeline.

1. The argument is the flight UUID.
2. If no argument, call mcp__hive__hive_swarm_list with status=blocked to find blocked swarms, then show their gated flights.
3. Call mcp__hive__hive_gate_approve with the flight_id.
4. Report the result and updated swarm status.

analytics

Show performance analytics for a swarm.

1. The argument can be a swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Call mcp__hive__hive_swarm_analytics with the resolved swarm ID.
4. Format the results showing: flight durations, bottleneck, cell durations, bee utilization, and parallelism ratio.

info

Show detailed blueprint information including input schema.

1. Call mcp__hive__hive_blueprint_info with the given blueprint ID.
2. Format results showing: bees, flights, required/optional inputs, and beekeeper thresholds.

scaffold

Scaffold a new blueprint directory.

1. The argument is the blueprint ID (lowercase, hyphens allowed).
2. If --global is passed, set location to "global"; otherwise use "project" (default).
3. Call mcp__hive__hive_blueprint_scaffold with the blueprint_id and location.
4. Report the created directory path and suggest editing the blueprint.yml.

validate

Validate a blueprint with extended semantic checks.

1. The argument is the blueprint ID.
2. Call mcp__hive__hive_blueprint_validate with the blueprint_id.
3. Report validation result: valid/invalid and any issues found (nectar reachability, role consistency, trigger validity).

dryrun

Simulate pipeline execution without spawning bees.

1. The argument is the blueprint ID. Additional key=value pairs are parsed as variables.
2. Call mcp__hive__hive_blueprint_dryrun with the blueprint_id and variables.
3. Display the flight order, mode (sequential/DAG), template resolution preview, and gated/conditional flight counts.

install-remote

Install a blueprint from a Git repository URL.

1. The argument is the Git repo URL.
2. If --subdir=X is given, pass it as the subdirectory.
3. Call mcp__hive__hive_blueprint_install_remote with the url and optional subdirectory.
4. Report success and the installed blueprint ID.

chain

View chain status with parent-child swarm relationships.

1. The argument is the chain ID.
2. Call mcp__hive__hive_chain_status with the chain_id.
3. Format as a tree showing: chain info, parent/child swarms with status.

chains

List all chains with optional status filter.

1. Parse --status=X from args if present (active, completed, failed).
2. Call mcp__hive__hive_chain_list with the status filter.
3. Format as a table: chain_id | root_swarm | status | created.

snapshot

Create a snapshot of a swarm's state.

1. The argument can be a swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Call mcp__hive__hive_snapshot_create with the resolved swarm ID.
4. Report the snapshot ID and type.

snapshots

List snapshots for a swarm.

1. The argument can be a swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Call mcp__hive__hive_snapshot_list with the resolved swarm ID.
4. Format as a table: snapshot_id | type | created_at.

restore

Restore a swarm to a snapshot state.

1. The argument is the snapshot ID.
2. Call mcp__hive__hive_snapshot_restore with the snapshot_id.
3. Report what was restored (flights, cells, nectar reset).

trace

View execution traces for a flight or swarm.

1. If the argument looks like a flight UUID, call mcp__hive__hive_flight_trace with flight_id.
2. If the argument is a swarm number or ID, resolve the swarm ID first, then call mcp__hive__hive_flight_trace with swarm_id.
3. Format traces showing: timestamp, trace_type (claimed/output/error/retry), and data details.

notify config

Get or set global notification configuration.

1. If a URL is given, call mcp__hive__hive_notification_config with url set.
2. If --format=X is given (standard/slack/discord), include the format.
3. If --events=X,Y is given, include the events array.
4. If no arguments, call mcp__hive__hive_notification_config with no params to show current config.

notify test

Send a test webhook to verify the configuration.

1. If a URL is given, pass it to mcp__hive__hive_notification_test.
2. Otherwise, call without a URL (uses the configured global URL).
3. Report success/failure with HTTP status.

notify history

View webhook delivery history.

1. Parse --status=X from args if present (pending/delivered/failed).
2. Call mcp__hive__hive_notification_history with the status filter.
3. Format as a table: delivery_id | event_id | url | status | attempts | last_error.

notify retry

Retry failed webhook deliveries.

1. If a delivery_id is given, call mcp__hive__hive_notification_retry with it.
2. If no argument, call mcp__hive__hive_notification_retry without delivery_id to retry all failed.
3. Report how many were retried and how many succeeded.

usage

Show token usage breakdown for a swarm.

1. The argument can be a swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Call mcp__hive__hive_swarm_usage with the resolved swarm ID.
4. Format results showing: total tokens (input/output), per-bee breakdown, per-flight breakdown, and estimated vs actual counts.

bee-stats

Show bee performance history.

1. If a bee_id is given (e.g. feature-dev_worker), call mcp__hive__hive_bee_stats with bee_id.
2. If a blueprint_id is given (e.g. feature-dev), call mcp__hive__hive_bee_stats with blueprint_id.
3. If no argument, call mcp__hive__hive_bee_stats with no params to show all bee stats.
4. Format as a table: bee_id | flights | success_rate | avg_duration | total_tokens.

progress

Show live flight progress pulses.

1. If the argument is a flight UUID, call mcp__hive__hive_flight_progress with flight_id.
2. If the argument is a swarm number or ID, resolve the swarm ID first, then call mcp__hive__hive_flight_progress with swarm_id.
3. Format results showing: active flights with their latest pulse step, progress bar, and message.

observatory

Manage the Observatory dashboard web UI.

1. Parse the argument after observatory as the action: start, stop, or status.
2. If no action is given, call mcp__hive__hive_observatory_status to show current state.
3. Actions:
   • start [port] — Call mcp__hive__hive_observatory_start with optional port. Report the URL on success.
   • stop — Call mcp__hive__hive_observatory_stop. Confirm shutdown.
   • status — Call mcp__hive__hive_observatory_status. Report running state, PID, port, and URL.

queue

Show concurrency queue status.

1. Call mcp__hive__hive_queue_status.
2. Format results showing: global utilization (active/max), per-blueprint breakdown, active flights per bee, and queued swarms waiting for a slot.

archive

Archive a completed, failed, or cancelled swarm to compressed storage.

1. The argument can be a swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Call mcp__hive__hive_swarm_archive with the resolved swarm ID.
4. Report success: archive ID and message. Note that original data is deleted after archival.

report

Generate a structured report for a swarm.

1. The argument can be a swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Parse --format=X from args if present (json, markdown, both). Default is "both".
4. Call mcp__hive__hive_swarm_report with the resolved swarm ID and format.
5. Display the report: summary stats, flight timeline, cell results, nectar data, and analytics.

storage

Show database storage status.

1. Call mcp__hive__hive_storage_status.
2. Format results showing: DB file size, table row counts, oldest entries, retention settings, and archivable swarm count.

config

Get or set global configuration.

1. If no arguments, call mcp__hive__hive_config with no params to show all config entries with descriptions.
2. If a key is given but no value, call mcp__hive__hive_config with just the key to show that entry.
3. If both key and value are given, call mcp__hive__hive_config with key and value to update it.
4. Valid keys: max_concurrent_swarms, max_flights_per_bee, retention_days, auto_archive, default_priority, event_retention_days, trace_retention_days, check_retention_days, webhook_retention_days, auto_maintain, adaptive_enabled, default_token_budget, default_budget_action, cache_enabled, cache_ttl_hours, anomaly_detection_enabled, anomaly_sigma_threshold, anomaly_critical_sigma, anomaly_min_samples, registry_url, registry_cache_hours.

replay

Replay a completed, failed, or cancelled swarm.

1. The argument can be a swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Parse optional flags: --task="..." (override task), --priority=N (override priority), --reset-nectar (start with clean nectar).
4. Call mcp__hive__hive_swarm_replay with the resolved swarm ID and any overrides.
5. Report the new swarm number and the link to the original swarm.
6. Suggest running /hive-drive on the new swarm.

metrics

Show fleet-level aggregate metrics.

1. Parse --period=X from args if present (7d, 30d, 90d, all). Default is "30d".
2. Call mcp__hive__hive_fleet_metrics with the period.
3. Format results showing: total swarms, success rate, daily trend summary, per-blueprint breakdown, and top bees.

maintain

Run data maintenance to clean up old ephemeral data.

1. If --dry-run is given, pass dry_run=true.
2. Call mcp__hive__hive_maintain with the dry_run flag.
3. Report per-table deletion counts (events, traces, checks, webhooks, pulses) and total.

export

Export an installed blueprint as a portable JSON bundle.

1. The first argument is the blueprint ID.
2. The second argument (optional) is the output directory.
3. Call mcp__hive__hive_blueprint_export with blueprint_id and optional output_dir.
4. Report the output file path and number of files included.

import

Import a blueprint from a .hive-blueprint.json bundle file.

1. The argument is the file path.
2. Call mcp__hive__hive_blueprint_import with the path.
3. Report success with the imported blueprint ID.

estimate

Predict cost and duration for a swarm before starting it.

1. The argument is the blueprint ID.
2. Call mcp__hive__hive_swarm_estimate with the blueprint_id.
3. Display: total estimated duration, total tokens, confidence score, success rate, and per-flight breakdown.

gates

List all pending gated flights with policy details and timeout countdowns.

1. Call mcp__hive__hive_gate_list with no params.
2. Format as a table: flight_id | swarm_id | bee_id | policy | gated_at | timeout remaining.

tune

Analyze bee performance and recommend parameter adjustments.

1. The argument is the blueprint ID.
2. If --apply is given, set apply=true.
3. Call mcp__hive__hive_adaptive_tune with the blueprint_id and apply flag.
4. Display recommendations: parameter, current value, recommended value, reasoning, confidence.
5. If applied, confirm that the blueprint was updated and a new version was recorded.

nectar set

Manually set or override a nectar key on a swarm.

1. The first argument is the swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. The second argument is the key, the third is the value.
4. Call mcp__hive__hive_nectar_set with swarm_id, key, and value.
5. Report the old value (if any) and the new epoch.

nectar get

Get nectar values from a swarm.

1. The first argument is the swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. The second argument (optional) is a specific key.
4. Call mcp__hive__hive_nectar_get with swarm_id and optional key.
5. Display nectar as a key-value table.

history

View blueprint version history.

1. The argument is the blueprint ID.
2. Call mcp__hive__hive_blueprint_history with the blueprint_id.
3. Format as a table: version | changes_summary | installed_at.

diff

Show structural diff between two versions of a blueprint.

1. The first argument is the blueprint ID.
2. Optional second and third arguments are from_version and to_version numbers.
3. Call mcp__hive__hive_blueprint_diff with blueprint_id and optional version numbers.
4. Display: bees added/removed/changed, flights added/removed/changed, and other changes.

budget

View or set token budget for a swarm.

1. The first argument is the swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. If a second argument (amount) is given, call mcp__hive__hive_budget_set with the resolved swarm ID and token_budget.
   • Parse optional --action=X flag (warn, pause, cancel). Default is "warn".
4. If no amount given, call mcp__hive__hive_budget_status with the resolved swarm ID.
5. Display: consumed tokens, remaining budget, utilization percentage, projection, and configured action.

cache

View cache statistics or clear the cache.

1. If no arguments, call mcp__hive__hive_cache_status.
2. Display: enabled state, total entries, hit count, miss count, hit rate, and TTL.
3. If the argument is clear, call mcp__hive__hive_cache_clear.
   • Parse optional --blueprint=X and --flight=X flags to scope the clear.
4. Report how many entries were deleted and the scope.

compare

Compare two swarm runs side-by-side.

1. The first argument is swarm A (number or ID). The second argument is swarm B (number or ID).
2. Call mcp__hive__hive_swarm_compare with both identifiers.
3. Display the markdown comparison report showing: swarm metadata, flight-by-flight status comparison, nectar diffs, duration differences, and token usage differences.

inject

Inject a flight into a running pipeline.

1. The first argument is the swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. The second argument is the after_flight_id (the flight_id after which to insert).
4. The third argument is the bee_id.
5. Remaining arguments are the input text for the flight.
6. Parse optional --expects=X flag.
7. Call mcp__hive__hive_flight_inject with swarm_id, after_flight_id, bee_id, input, and optional expects.
8. Report the injected flight ID and its initial status.

skip

Skip a pending or waiting flight.

1. The argument is the flight UUID.
2. Parse optional reason after the flight ID.
3. Call mcp__hive__hive_flight_skip with flight_id and optional reason.
4. Report the result and note that the pipeline will advance automatically.

template save

Save a swarm configuration as a named template.

1. The first argument is the template name.
2. The second argument is the blueprint ID.
3. Parse optional flags: --description="...", --priority=N, --variables=key=val,key2=val2.
4. Call mcp__hive__hive_template_save with name, blueprint_id, and optional description, priority, variables.
5. Report the saved template name and configuration.

template list

List all saved swarm templates.

1. Call mcp__hive__hive_template_list.
2. Format as a table: name | blueprint_id | description | priority | usage_count | created_at.

template run

Start a swarm from a saved template.

1. The first argument is the template name.
2. Remaining arguments are the task description.
3. Parse optional flags: --priority=N, --variables=key=val,key2=val2.
4. Call mcp__hive__hive_template_run with template_name, task, and optional priority/variable overrides.
5. Report the new swarm number and template used.
6. Immediately call mcp__hive__hive_pollinate with the returned swarm_id to kick off work.
7. Suggest: "Use /hive-drive to run this swarm autonomously."

dag

Show DAG visualization for a swarm.

1. The argument can be a swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Call mcp__hive__hive_swarm_dag with the resolved swarm ID.
4. Display: nodes with status/level, edges, critical path, and parallelism ratio.

subswarm

Check sub-swarm status for a flight.

1. The argument is the flight UUID.
2. Call mcp__hive__hive_subswarm_status with the flight_id.
3. Display: parent flight info, child swarm status, child flight progress, and nectar map.

routing

View model routing decisions.

1. If a flight_id is given, call mcp__hive__hive_routing_history with flight_id.
2. If a swarm number/ID is given, resolve it then call with swarm_id.
3. If a bee_id is given, call with bee_id.
4. If no argument, call with no params to show recent routing history.
5. Format as a table: flight_id | bee_id | tier | model | reason | timestamp.

anomalies

List anomaly alerts.

1. Parse --severity=X (warning, critical) and --status=X (open, acknowledged) from args.
2. Call mcp__hive__hive_anomaly_alerts with optional filters.
3. Format as a table: alert_id | blueprint | flight | metric | sigma | severity | status.

anomaly ack

Acknowledge an anomaly alert.

1. The argument is the alert ID.
2. Call mcp__hive__hive_anomaly_acknowledge with the alert_id.
3. Confirm acknowledgment.

baselines

View computed performance baselines.

1. If a blueprint_id is given, call mcp__hive__hive_anomaly_baselines with it.
2. If no argument, call with no params to show all baselines.
3. Format as a table: blueprint | flight | metric | mean | stddev | samples.

stream status

Check SSE event stream status.

1. Call mcp__hive__hive_stream_status.
2. Report: connected clients and uptime.

nectar shares

List nectar shares for a swarm.

1. The argument can be a swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. Call mcp__hive__hive_nectar_shares with the resolved swarm ID.
4. Format as a table: source_swarm | keys | resolved_at.

nectar resolve

Manually resolve a nectar reference.

1. The first argument is the swarm number or ID.
2. Number resolution: Resolve short numbers as usual.
3. The second argument is the source (swarm UUID, latest:blueprint-id, or {{var}}).
4. The third argument is a comma-separated list of keys.
5. Call mcp__hive__hive_nectar_resolve with swarm_id, source, and keys array.
6. Display the resolved key-value pairs.

registry search

Search the blueprint registry.

1. The argument is the search query.
2. Parse optional --url=X for a specific registry URL.
3. Call mcp__hive__hive_registry_search with query and optional registry_url.
4. Format as a table: blueprint_id | name | description | version | author.

registry install

Install a blueprint from the registry.

1. The argument is the blueprint ID.
2. Parse optional --url=X for a specific registry URL.
3. Call mcp__hive__hive_registry_install with blueprint_id and optional registry_url.
4. Report success and the installed blueprint ID.

rate

Rate an installed blueprint.

1. The first argument is the blueprint ID.
2. The second argument is the rating (1-5).
3. Optional remaining text is the comment.
4. Call mcp__hive__hive_blueprint_rate with blueprint_id, rating, and optional comment.
5. Confirm the rating was recorded.

channel create

Create a notification channel.

1. The first argument is the channel name.
2. The second argument is the type (webhook, slack, discord, pagerduty).
3. Remaining arguments are the config as JSON or key=value pairs.
4. Call mcp__hive__hive_channel_create with name, type, and config object.
5. Report the created channel ID.

channel list

List notification channels.

1. Call mcp__hive__hive_channel_list.
2. Format as a table: id | name | type | enabled | created_at.

channel delete

Delete a notification channel.

1. The argument is the channel ID.
2. Call mcp__hive__hive_channel_delete with channel_id.
3. Confirm deletion.

route create

Create a notification route.

1. The first argument is the channel ID.
2. The second argument is the event pattern (glob, e.g. swarm.*, flight.failed).
3. Parse optional --priority=N.
4. Call mcp__hive__hive_route_create with channel_id, event_pattern, and optional priority.
5. Report the created route ID.

route list

List notification routes.

1. Call mcp__hive__hive_route_list.
2. Format as a table: id | channel | event_pattern | priority.

route delete

Delete a notification route.

1. The argument is the route ID.
2. Call mcp__hive__hive_route_delete with route_id.
3. Confirm deletion.

webhook token create

Create an inbound webhook token.

1. The first argument is the token name.
2. The second argument is a comma-separated list of permissions (swarm:start, gate:approve, nectar:set, swarm:stop).
3. Parse optional --expires=ISO8601 for expiry date.
4. Call mcp__hive__hive_webhook_token_create with name, permissions array, and optional expires_at.
5. IMPORTANT: Display the raw token to the user and warn that it cannot be shown again.

webhook token list

List webhook tokens.

1. Call mcp__hive__hive_webhook_token_list.
2. Format as a table: id | name | permissions | created_at | expires_at | revoked.

webhook token revoke

Revoke a webhook token.

1. The argument is the token ID.
2. Call mcp__hive__hive_webhook_token_revoke with token_id.
3. Confirm revocation.

webhook audit

View inbound webhook audit log.

1. Parse optional --limit=N (default 20).
2. Call mcp__hive__hive_webhook_audit with limit.
3. Format as a table: id | token_id | action | result | ip_address | timestamp.

schedule create

Create a recurring cron-based schedule.

1. Parse arguments: <name> <blueprint_id> <cron_expression> <task_template>. Optional: --overlap=skip|queue|cancel_previous, --priority=N, --vars='{"key":"val"}'.
2. Call mcp__hive__hive_schedule_create with name, blueprint_id, cron, task_template, and optional params.
3. Show the created schedule details.

schedule list

List recurring schedules.

1. Parse optional --blueprint=X and --enabled flags.
2. Call mcp__hive__hive_schedule_list with filters.
3. Format as a table: id | name | blueprint | cron | enabled | next_run_at | run_count.

schedule delete

Delete a schedule.

1. The argument is the schedule ID.
2. Call mcp__hive__hive_schedule_delete with schedule_id.
3. Confirm deletion.

schedule toggle

Enable or disable a schedule.

1. The argument is the schedule ID. Parse optional --enable or --disable flag (default: toggle).
2. Call mcp__hive__hive_schedule_toggle with schedule_id and enabled.
3. Show the updated schedule.

schedule history

View run history for a schedule.

1. The argument is the schedule ID. Parse optional --limit=N.
2. Call mcp__hive__hive_schedule_history with schedule_id and limit.
3. Format runs as a table: id | swarm_id | triggered_at | status.

schedule evaluate

Manually evaluate all due schedules.

1. Call mcp__hive__hive_schedule_evaluate.
2. Show the result: evaluated, triggered, skipped, errors.

circuits

List circuit breaker states.

1. Parse optional --state=open|closed|half_open.
2. Call mcp__hive__hive_circuit_list with state.
3. Format as a table: bee_id | state | failure_count | success_count | opened_at.

circuit reset

Reset a circuit breaker to closed.

1. The argument is the qualified bee ID.
2. Call mcp__hive__hive_circuit_reset with bee_id.
3. Confirm the reset.

dlq list

List dead-lettered flights.

1. Parse optional swarm_id argument and --status=pending|replayed|purged.
2. Call mcp__hive__hive_dlq_list with filters.
3. Format as a table: id | flight_id | swarm_id | bee_id | last_error | status | created_at.

dlq replay

Replay a dead-lettered flight.

1. The argument is the dead letter ID.
2. Call mcp__hive__hive_dlq_replay with dead_letter_id.
3. Show the result.

dlq purge

Purge dead letters.

1. If argument is a specific ID, call with dead_letter_id. If --swarm=N, resolve swarm ID and call with swarm_id.
2. Call mcp__hive__hive_dlq_purge with the appropriate parameter.
3. Show the purged count.

test add

Add a blueprint test case.

1. Parse <blueprint_id> <name>. The user must provide mock_inputs (JSON), mock_outputs (JSON), and assertions (JSON) — prompt if missing.
2. Call mcp__hive__hive_blueprint_test_add with all parameters.
3. Show the created test case.

test list

List blueprint test cases.

1. The argument is the blueprint ID.
2. Call mcp__hive__hive_blueprint_test_list with blueprint_id.
3. Format as a table: id | name | description | assertion_count.

test run

Run blueprint tests.

1. If the argument looks like a test case ID, call mcp__hive__hive_blueprint_test_run with test_case_id. Otherwise call with blueprint_id to run the full suite.
2. Show pass/fail results for each assertion.
3. Show the summary: total, passed, failed.

test delete

Delete a blueprint test case.

1. The argument is the test case ID.
2. Call mcp__hive__hive_blueprint_test_delete with test_case_id.
3. Confirm deletion.

health

Show the hive health score.

1. Call mcp__hive__hive_health.
2. Display the composite score prominently, then show each factor as a table: factor | score | weight | detail.
3. Show the trend (improving/declining/stable).

health history

Show health score history.

1. Parse optional --limit=N (default 20).
2. Call mcp__hive__hive_health_history with limit.
3. Format as a table: composite_score | trend | computed_at.

tag

Tag a swarm with key=value metadata.

1. The first argument is the swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. The second argument is in key=value format. Split on the first = to extract the key and value.
4. Call mcp__hive__hive_swarm_tag with the resolved swarm ID, key, and value.

untag

Remove a tag from a swarm.

1. The first argument is the swarm number or ID.
2. Number resolution: If the argument is a short number, call mcp__hive__hive_swarm_status with it first to resolve the full swarm ID.
3. The second argument is the tag key to remove.
4. Call mcp__hive__hive_swarm_untag with the resolved swarm ID and key.

search

Search swarms with rich filters.

1. The first argument is the search query string.
2. Parse optional flags: --tag=key:value (filter by tag), --from=ISO8601 (created after), --to=ISO8601 (created before), --status=X, --blueprint=X.
3. For --tag=key:value, split on the first : to extract tag_key and tag_value.
4. Call mcp__hive__hive_swarm_search with query and any parsed filters (tag_key, tag_value, from, to, status, blueprint_id).

profile create

Create a configuration profile.

1. The argument is the profile name.
2. Prompt the user for configuration key-value pairs to include, or accept them as additional key=value arguments.
3. Call mcp__hive__hive_profile_create with the name and config entries.

profile list

List all configuration profiles.

1. Call mcp__hive__hive_profile_list.
2. Format as a table: name | active | keys | created_at.

profile activate

Activate a configuration profile.

1. The argument is the profile name.
2. Call mcp__hive__hive_profile_activate with the name.
3. Confirm activation and list the config keys that were applied.

profile delete

Delete a configuration profile.

1. The argument is the profile name.
2. Call mcp__hive__hive_profile_delete with the name.
3. Confirm deletion.

memory

View bee memories.

1. The argument is the bee ID (e.g. feature-dev_worker). If the argument is a swarm number, resolve it first via mcp__hive__hive_swarm_status to identify the swarm, then ask which bee to query.
2. Call mcp__hive__hive_bee_memory_recall with the bee_id.
3. Format memories showing: key, value, and timestamp.

memory clear

Clear all memories for a bee.

1. The argument is the bee ID. If the argument is a swarm number, resolve it first via mcp__hive__hive_swarm_status to identify the swarm, then ask which bee to clear.
2. Call mcp__hive__hive_bee_memory_forget with the bee_id.
3. Confirm how many memories were cleared.

deps

Show blueprint dependency graph.

1. If a blueprint_id is given, call mcp__hive__hive_blueprint_deps with blueprint_id.
2. If no argument, call mcp__hive__hive_blueprint_deps with no params to show dependencies for all installed blueprints.
3. Format as a dependency tree showing: blueprint, required blueprints, shared bees, and nectar contracts.

playbook create

Create an operational playbook (interactive).

1. The argument is the playbook name.
2. Prompt the user for the trigger type (e.g. swarm.failed, flight.failed, health.degraded, anomaly.critical).
3. Prompt for the threshold or condition (e.g. failure count, health score threshold).
4. Prompt for the actions to take (e.g. notify, restart, escalate, cancel), accepting multiple actions as a list.
5. Call mcp__hive__hive_playbook_create with name, trigger, threshold, and actions.
6. Confirm creation and show the playbook summary.

playbook list

List operational playbooks.

1. Call mcp__hive__hive_playbook_list.
2. Format as a table: id | name | trigger | enabled | last_run | run_count.

playbook delete

Delete an operational playbook.

1. The argument is the playbook ID.
2. Call mcp__hive__hive_playbook_delete with the id.
3. Confirm deletion.

playbook toggle

Enable or disable an operational playbook.

1. The argument is the playbook ID.
2. Call mcp__hive__hive_playbook_toggle with the id.
3. Report the updated enabled state.

playbook history

View playbook execution history.

1. If a playbook ID is given, call mcp__hive__hive_playbook_history with id.
2. If no argument, call mcp__hive__hive_playbook_history with no params to show all playbook history.
3. Format as a table: id | playbook_name | trigger_event | actions_taken | result | executed_at.

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Formatting Guidelines

• Use tables for list output.
• Truncate task descriptions to ~60 chars in list views.
• Show swarm numbers as #N for readability.
• Use status indicators: buzzing, completed, failed, cancelled, paused, blocked.
• When showing cell progress, include a completion ratio (e.g. 3/7 cells done).

Important

• This is a management interface. Do NOT write code, edit files, or run bash commands.
• All actions go through the MCP tools listed above.
• When a swarm is started, always pollinate immediately to begin the first work cycle.
• For stop and resume, always resolve swarm numbers to IDs before calling the action tool.