// DashClaw platform expert for integration, troubleshooting, and governance. Snapshot-based — always prefer live queries via `python -m livingcode query`.
| name | dashclaw-platform-intelligence |
| description | DashClaw platform expert for integration, troubleshooting, and governance. Snapshot-based — always prefer live queries via `python -m livingcode query`. |
Shape snapshot: sha1:3e5757a62cac30abfef8ef0589b3c6b0ad6a607d
This file is auto-generated. Do not edit by hand — regenerate with:
python -m livingcode emit skill --output <path-to-SKILL.md>
The facts below are a snapshot. Before answering any question about DashClaw's current structure, routes, env vars, or schema — run a live query:
python -m livingcode query summary # High-level shape
python -m livingcode query routes # Current API surface
python -m livingcode query env # Current env vars
python -m livingcode query tables # Current schema
python -m livingcode query all --json # Full machine-readable shape
If the snapshot below disagrees with a live query, trust the live query.
actionsDELETE, GET, POST /api/actionsGET, PATCH /api/actions/[actionId]GET /api/actions/[actionId]/artifactsGET /api/actions/[actionId]/graphGET /api/actions/[actionId]/messagesGET, POST /api/actions/[actionId]/outcomeGET /api/actions/[actionId]/traceGET /api/actions/costsGET, POST /api/actions/loopsGET, PATCH /api/actions/loops/[loopId]GET /api/actions/statsactivityGET /api/activityagentsGET /api/agentsGET /api/agents/[agentId]GET /api/agents/[agentId]/profileGET, POST /api/agents/connectionsPOST /api/agents/heartbeatanalyticsGET /api/analyticsapprovalsPOST /api/approvals/[actionId]artifactsGET, POST /api/artifactsDELETE, GET /api/artifacts/[artifactId]POST /api/artifacts/evidence-bundleassumptionsGET, POST /api/assumptionsGET, PATCH /api/assumptions/[assumptionId]auth- /api/auth/[...nextauth]GET /api/auth/configDELETE, POST /api/auth/localbillingPOST /api/billing/checkoutGET /api/billing/portalcapabilitiesGET, POST /api/capabilitiesDELETE, GET, PATCH /api/capabilities/[capabilityId]GET, POST /api/capabilities/[capabilityId]/accessDELETE /api/capabilities/[capabilityId]/access/[ruleId]GET /api/capabilities/[capabilityId]/access/checkGET /api/capabilities/[capabilityId]/healthGET /api/capabilities/[capabilityId]/historyPOST /api/capabilities/[capabilityId]/invokePOST /api/capabilities/[capabilityId]/testGET /api/capabilities/healthcode-sessionsGET /api/code-sessions/alertsPOST /api/code-sessions/alerts/read-allPOST /api/code-sessions/ingest-jsonlPOST /api/code-sessions/ingest-liveGET /api/code-sessions/manifests/[manifestId]GET /api/code-sessions/memosPOST /api/code-sessions/memos/regenerateGET /api/code-sessions/projectsGET /api/code-sessions/projects/[projectId]/sessionsGET /api/code-sessions/sessions/[sessionId]GET /api/code-sessions/sessions/[sessionId]/autopsyGET /api/code-sessions/sessions/[sessionId]/insightsPOST /api/code-sessions/sessions/[sessionId]/optimal-files/manifestPOST /api/code-sessions/sessions/[sessionId]/optimal-files/merge-previewPOST /api/code-sessions/sessions/[sessionId]/optimal-files/previewGET /api/code-sessions/subagent-roicomplianceGET /api/compliance/evidenceGET, POST /api/compliance/exportsDELETE, GET /api/compliance/exports/[exportId]GET /api/compliance/exports/[exportId]/downloadGET /api/compliance/frameworksGET /api/compliance/gapsGET /api/compliance/mapGET /api/compliance/reportGET, POST /api/compliance/schedulesDELETE, PATCH /api/compliance/schedules/[scheduleId]GET /api/compliance/trendscronGET /api/cron/code-session-cache-craterGET /api/cron/code-session-weekly-memoGET /api/cron/integration-healthGET /api/cron/jti-sweepGET /api/cron/learning-episodes-backfillGET /api/cron/learning-recommendationsGET /api/cron/memory-maintenanceGET /api/cron/outcome-sweepGET /api/cron/policy-suggestionsGET /api/cron/reset-metersPOST /api/cron/routing-maintenanceGET /api/cron/signalsdiscordPOST /api/discord/interactionsdocsGET /api/docs/rawdoctorGET /api/doctorPOST /api/doctor/fixdriftGET, POST /api/drift/alertsDELETE, PATCH /api/drift/alerts/[alertId]GET /api/drift/metricsGET /api/drift/snapshotsGET /api/drift/statsevaluationsGET, POST /api/evaluationsGET, POST /api/evaluations/runsGET, PATCH /api/evaluations/runs/[runId]GET, POST /api/evaluations/scorersDELETE, PATCH /api/evaluations/scorers/[scorerId]GET /api/evaluations/statsguardGET, POST /api/guardGET /api/guard/decisionshandoffsPOST /api/handoffsGET /api/handoffs/[id]POST /api/handoffs/[id]/consumeGET /api/handoffs/latesthealthGET /api/healthhostedPOST /api/hosted/cleanupGET, POST /api/hosted/workspacesDELETE, GET /api/hosted/workspaces/[workspaceId]identitiesGET, POST /api/identitiesDELETE /api/identities/[agentId]integrationsGET /api/integrations/healthPOST /api/integrations/health/refreshkeysDELETE, GET, POST /api/keysGET /api/keys/revealknowledgeGET, POST /api/knowledge/collectionsDELETE, GET, PATCH /api/knowledge/collections/[collectionId]GET, POST /api/knowledge/collections/[collectionId]/itemsPOST /api/knowledge/collections/[collectionId]/searchPOST /api/knowledge/collections/[collectionId]/synclearningGET, POST /api/learningGET, POST /api/learning/analytics/curvesGET /api/learning/analytics/maturityGET /api/learning/analytics/summaryGET, POST /api/learning/analytics/velocityGET /api/learning/code-signalsGET /api/learning/lessonsGET, POST /api/learning/recommendationsPATCH /api/learning/recommendations/[recommendationId]POST /api/learning/recommendations/eventsGET /api/learning/recommendations/metricsGET, POST /api/learning/suggestionsmarketingPOST /api/marketing/eventmcpPOST /api/mcpmessagesGET, PATCH, POST /api/messagesGET /api/messages/attachmentsGET, PATCH, POST /api/messages/threadsGET /api/messages/threads/[threadId]model-strategiesGET, POST /api/model-strategiesDELETE, GET, PATCH /api/model-strategies/[strategyId]POST /api/model-strategies/[strategyId]/completeoperationsGET /api/operations/feedGET /api/operations/summaryorgsGET, POST /api/orgsGET, PATCH /api/orgs/[orgId]DELETE, GET, POST /api/orgs/[orgId]/keyspairingsGET, POST /api/pairingsGET, PATCH /api/pairings/[pairingId]POST /api/pairings/[pairingId]/approvepoliciesDELETE, GET, PATCH, POST /api/policiesPOST /api/policies/generatePOST /api/policies/importGET /api/policies/proofPOST /api/policies/simulateGET /api/policies/templatesPOST /api/policies/testpromptsGET /api/prompts/agent-connect/rawPOST /api/prompts/renderGET /api/prompts/runsGET /api/prompts/sdk-coverage/rawGET /api/prompts/server-setup/rawGET /api/prompts/statsGET, POST /api/prompts/templatesDELETE, GET, PATCH /api/prompts/templates/[templateId]GET, POST /api/prompts/templates/[templateId]/versionsGET, POST /api/prompts/templates/[templateId]/versions/[versionId]scoringPOST /api/scoring/calibrateGET, POST /api/scoring/profilesDELETE, GET, PATCH /api/scoring/profiles/[profileId]POST /api/scoring/profiles/[profileId]/dimensionsDELETE, PATCH /api/scoring/profiles/[profileId]/dimensions/[dimensionId]GET, POST /api/scoring/risk-templatesDELETE, PATCH /api/scoring/risk-templates/[templateId]GET, POST /api/scoring/scoresecretsGET, POST /api/secretsDELETE, PATCH /api/secrets/[id]GET /api/secrets/rotation-duesecurityGET, POST /api/security/prompt-injectionPOST /api/security/scanGET /api/security/statussessionGET /api/session/effectivesessionsGET, POST /api/sessionsGET, PATCH /api/sessions/[sessionId]GET /api/sessions/[sessionId]/eventssettingsDELETE, GET, POST /api/settingsGET /api/settings/llm-statusPOST /api/settings/testsetupPOST /api/setup/live-proofPOST /api/setup/migratePOST /api/setup/pingGET /api/setup/proofGET /api/setup/statussignalsGET /api/signalsskillsPOST /api/skills/scanGET /api/skills/scans/[id]streamGET /api/streamswarmGET /api/swarm/graphGET /api/swarm/linkteamGET /api/teamDELETE, PATCH /api/team/[userId]DELETE, GET, POST /api/team/invitetelegramPOST /api/telegram/webhookusageGET /api/usageGET /api/usage/costswebhooksDELETE, GET, POST /api/webhooksGET /api/webhooks/[webhookId]/deliveriesPOST /api/webhooks/[webhookId]/testPOST /api/webhooks/stripeworkflowsPOST /api/workflows/draftGET, POST /api/workflows/templatesDELETE, GET, PATCH /api/workflows/templates/[templateId]POST /api/workflows/templates/[templateId]/duplicatePOST /api/workflows/templates/[templateId]/executePOST /api/workflows/templates/[templateId]/launchGET /api/workflows/templates/[templateId]/runsGET /api/workflows/templates/[templateId]/runs/[runActionId]POST /api/workflows/templates/[templateId]/runs/[runActionId]/cancelPOST /api/workflows/templates/[templateId]/runs/[runActionId]/resumeThese must be set — DashClaw will fail to start without them.
DASHCLAW_API_KEY - referenced in 56 file(s)DATABASE_URL - referenced in 82 file(s)ENCRYPTION_KEY - referenced in 4 file(s)NEXTAUTH_SECRET - referenced in 4 file(s)These have fallbacks or only activate specific features.
AGENT_ONLINE_WINDOW_MS (undocumented)AGENT_PRIVATE_KEY (undocumented)AGENT_PRIVATE_KEY_JWK (undocumented)ALERT_FROM_EMAIL (undocumented)ALLOWED_ORIGIN (undocumented)ANTHROPIC_API_KEY (undocumented)API_INVENTORY_VERIFIED_DATE (undocumented)API_SECRET (undocumented)BASE_URL (undocumented)CI (undocumented)CONVERGENCE_BENCH_CONCURRENCY (undocumented)CONVERGENCE_BENCH_ITERATIONS (undocumented)CONVERGENCE_REPLAY_CONNECT_TIMEOUT_MS (undocumented)CONVERGENCE_RETRY_429_MAX (undocumented)CONVERGENCE_RETRY_429_WAIT_MS (undocumented)CONVERGENCE_SSE_SEND_COUNT (undocumented)CONVERGENCE_VERBOSE (undocumented)CRON_SECRET (undocumented)DASHCLAW_ACT_BINDING (undocumented)DASHCLAW_ACT_BINDING_TYP (undocumented)DASHCLAW_AGENT_ID (undocumented)DASHCLAW_ALERTS_DISCORD (undocumented)DASHCLAW_ALERTS_TELEGRAM (undocumented)DASHCLAW_ALLOWED_ISSUER (undocumented)DASHCLAW_API_KEY_ORG (undocumented)DASHCLAW_BASE_URL (undocumented)DASHCLAW_CLOSED_ENROLLMENT (undocumented)DASHCLAW_DB_DRIVER (undocumented)DASHCLAW_DB_POOL_MAX (undocumented)DASHCLAW_DISABLE_RATE_LIMIT (undocumented)DASHCLAW_GUARD_FALLBACK (undocumented)DASHCLAW_HOSTED (undocumented)DASHCLAW_JTI_MAX_TTL_SECONDS (undocumented)DASHCLAW_JTI_REPLAY_PROTECTION (undocumented)DASHCLAW_JWT_AUDIENCE (undocumented)DASHCLAW_LOCAL_ADMIN_PASSWORD (undocumented)DASHCLAW_MAX_ORG_ATTACHMENT_BYTES (undocumented)DASHCLAW_MODE (undocumented)DASHCLAW_NEW_CONNECT_WEBHOOK (undocumented)DASHCLAW_RATE_LIMIT_MAX (undocumented)DASHCLAW_RATE_LIMIT_WINDOW_MS (undocumented)DASHCLAW_URL (undocumented)DISABLE_PROMPT_INJECTION_SCAN (undocumented)DISCORD_APPROVER_ORG_ID (undocumented)DISCORD_APPROVER_USER_ID (undocumented)DISCORD_BOT_TOKEN (undocumented)DISCORD_PUBLIC_KEY (undocumented)ENFORCE_AGENT_SIGNATURES (undocumented)GITHUB_CLIENT_ID (undocumented)GITHUB_CLIENT_SECRET (undocumented)GITHUB_ID (undocumented)GITHUB_REPO_NAME (undocumented)GITHUB_REPO_OWNER (undocumented)GITHUB_SECRET (undocumented)GITHUB_TOKEN (undocumented)GOOGLE_AI_API_KEY (undocumented)GOOGLE_CLIENT_ID (undocumented)GOOGLE_CLIENT_SECRET (undocumented)GOOGLE_ID (undocumented)GOOGLE_SECRET (undocumented)GUARD_LLM_BASE_URL (undocumented)GUARD_LLM_KEY (undocumented)GUARD_LLM_MODEL (undocumented)GUARD_WEBHOOK_SECRET (undocumented)HOSTED_CLEANUP_SECRET (undocumented)HOSTED_PROVISION_MAX_PER_IP_PER_DAY (undocumented)HOSTED_SMOKE_BASE_URL (undocumented)HOSTED_TRIAL_ACTION_CAP (undocumented)HOSTED_TRIAL_DAYS (undocumented)INTEGRATION_DATABASE_URL (undocumented)MOONSHOT_API_KEY (undocumented)NEXTAUTH_URLNEXT_PUBLIC_ (undocumented)NEXT_PUBLIC_APP_URL (undocumented)NEXT_PUBLIC_DASHCLAW_MODE (undocumented)NEXT_PUBLIC_DASHCLAW_VERSION (undocumented)NEXT_PUBLIC_ENABLE_VERCEL_ANALYTICS (undocumented)NEXT_PUBLIC_PLUGIN_MANIFEST_VERSION (undocumented)NEXT_PUBLIC_SDK_NODE_VERSION (undocumented)NEXT_PUBLIC_SDK_PYTHON_VERSION (undocumented)NEXT_PUBLIC_TURNSTILE_SITE_KEY (undocumented)NODE_ENV (undocumented)OIDC_AUTHORIZATION_URL (undocumented)OIDC_CLIENT_ID (undocumented)OIDC_CLIENT_SECRET (undocumented)OIDC_DISPLAY_NAME (undocumented)OIDC_ISSUER_URL (undocumented)OIDC_TOKEN_URL (undocumented)OIDC_USERINFO_URL (undocumented)OPENAI_API_KEY (undocumented)ORG_ID (undocumented)PORT (undocumented)PW_BASE_URL (undocumented)PW_SMOKE_PORT (undocumented)PYTHON (undocumented)PYTHONPATH (undocumented)REALTIME_BACKEND (undocumented)REALTIME_ENFORCE_REDIS (undocumented)REALTIME_MAX_LISTENERS (undocumented)REALTIME_MEMORY_MAX_LISTENERS (undocumented)REALTIME_REDIS_URL (undocumented)REALTIME_REPLAY_MAX_EVENTS (undocumented)REALTIME_REPLAY_WINDOW_SECONDS (undocumented)REDIS_URL (undocumented)RESEARCH_API_KEY (undocumented)RESEARCH_API_URL (undocumented)RESEND_API_KEY (undocumented)SERVICE_NAME (undocumented)STARTUP_SMOKE_BASE_URL (undocumented)STARTUP_SMOKE_INTERVAL_MS (undocumented)STARTUP_SMOKE_TIMEOUT_MS (undocumented)STRIPE_PRICE_BUSINESS (undocumented)STRIPE_PRICE_PRO (undocumented)STRIPE_SECRET_KEY (undocumented)STRIPE_WEBHOOK_SECRET (undocumented)TARGET_ENV (undocumented)TELEGRAM_ADMIN_CHAT_ID (undocumented)TELEGRAM_APPROVER_ORG_ID (undocumented)TELEGRAM_BOT_TOKEN (undocumented)TELEGRAM_WEBHOOK_SECRET (undocumented)TEST_BASE_URL (undocumented)TRUST_PROXY (undocumented)TURNSTILE_SECRET_KEY (undocumented)UPSTASH_REDIS_REST_TOKEN (undocumented)UPSTASH_REDIS_REST_URL (undocumented)VERCEL (undocumented)VERCEL_URL (undocumented)WEBHOOK_ALLOWED_DOMAINS (undocumented)X (undocumented)All 85 tables defined in schema/schema.js (Drizzle ORM):
action_embeddingsaction_recordsactivity_logsagent_connectionsagent_identitiesagent_messagesagent_pairingsagent_presenceagent_schedulesagent_sessionsapi_keysassumptionscalendar_eventscode_optimal_file_manifestscode_projectscode_session_alertscode_session_handoffscode_session_memoscode_session_messagescode_session_signalscode_session_tool_usescode_sessionscompliance_snapshotscontactscontentcontext_entriescontext_pointsdaily_totalsdecisionsdrift_alertsdrift_baselinesdrift_snapshotsentitieseval_runseval_scoresexecutionsfeedbackgoalsgoverned_secretsguard_decisionsguard_policiesguardrails_test_runshealth_snapshotsideasinteractionsjwt_replay_loglearning_curveslearning_episodeslearning_recommendation_eventslearning_recommendationslearning_velocitymessage_threadsmilestonesnotification_preferencesopen_loopsorganizationsprofile_scoresprompt_runsprompt_templatesprompt_versionsrisk_templatesrouting_agent_metricsrouting_agentsrouting_decisionsrouting_tasksscheduled_jobsscoring_dimensionsscoring_profilessession_eventsshared_docsskill_scan_resultssnippetstoken_budgetstoken_snapshotstopicsusage_metersuser_approachesuser_moodsuser_observationsuser_preferencesuserswaitlistwebhook_deliverieswebhooksworkflowsPer-org settings stored in the settings table. Set via PUT /api/settings/:key or the web Settings/Integrations UI. Keys marked sensitive are auto-encrypted at rest.
OPENAI_API_KEYOPENAI_ORG_IDANTHROPIC_API_KEYGROQ_API_KEYTOGETHER_API_KEYREPLICATE_API_TOKENHUGGINGFACE_API_KEYPERPLEXITY_API_KEYELEVENLABS_API_KEYELEVENLABS_VOICE_IDDATABASE_URLSUPABASE_URLSUPABASE_ANON_KEYSUPABASE_SERVICE_KEYPLANETSCALE_URLMONGODB_URIREDIS_URLPINECONE_API_KEYPINECONE_ENVIRONMENTTELEGRAM_BOT_TOKENTELEGRAM_CHAT_IDDISCORD_BOT_TOKENDISCORD_CLIENT_IDDISCORD_GUILD_IDSLACK_BOT_TOKENSLACK_SIGNING_SECRETSLACK_APP_TOKENTWILIO_ACCOUNT_SIDTWILIO_AUTH_TOKENTWILIO_PHONE_NUMBERRESEND_API_KEYSENDGRID_API_KEYGOOGLE_ACCOUNTGOOGLE_CREDENTIALS_PATHNOTION_API_KEYNOTION_PARENT_PAGE_IDLINEAR_API_KEYAIRTABLE_API_KEYAIRTABLE_BASE_IDCALENDLY_API_KEYGITHUB_TOKENGITHUB_USERNAMEVERCEL_TOKENVERCEL_PROJECT_IDRAILWAY_TOKENCLOUDFLARE_API_TOKENCLOUDFLARE_ACCOUNT_IDSENTRY_DSNSENTRY_AUTH_TOKENTWITTER_API_KEYTWITTER_API_SECRETTWITTER_ACCESS_TOKENTWITTER_ACCESS_SECRETBRAVE_API_KEYMOLTBOOK_API_KEYSTRIPE_SECRET_KEYSTRIPE_PUBLISHABLE_KEYSTRIPE_WEBHOOK_SECRETLEMONSQUEEZY_API_KEYDASHCLAW_ALERTS_SLACKDASHCLAW_ALERTS_DISCORDDASHCLAW_ALERTS_LINEARDASHCLAW_ALERTS_GITHUBDASHCLAW_ALERTS_EMAILDASHCLAW_ALERT_EMAILSLACK_CHANNEL_IDSLACK_WEBHOOK_URLDISCORD_WEBHOOK_URLGITHUB_REPOSENDGRID_DEFAULT_TOSENDGRID_FROM_EMAILDASHCLAW_ACTION_COST_THRESHOLDMODEL_PRICINGENFORCE_AGENT_SIGNATURESPREDICTIVE_RISK_ENABLEDPREDICTIVE_RISK_THRESHOLDDASHCLAW_OUTCOME_TIMEOUT_MINUTESEvery mutation that Mission Control reflects and every webhook delivery is keyed on these event strings. Subscribe via GET /api/events (SSE) or register a webhook with the matching events: [...] array.
| Constant | Event |
|---|---|
ACTION_COST_EXCEEDED | action.cost_exceeded |
ACTION_CREATED | action.created |
ACTION_UPDATED | action.updated |
DECISION_CREATED | decision.created |
GOAL_CREATED | goal.created |
GOAL_UPDATED | goal.updated |
GUARD_DECISION_CREATED | guard.decision.created |
LOOP_CREATED | loop.created |
LOOP_UPDATED | loop.updated |
MESSAGE_CREATED | message.created |
POLICY_UPDATED | policy.updated |
SIGNAL_DETECTED | signal.detected |
TASK_ASSIGNED | task.assigned |
TASK_COMPLETED | task.completed |
TOKEN_USAGE | token.usage |
These are the type strings emitted through fireWebhooksForOrg and deliverNativeNotifications. Webhooks can subscribe to any subset by putting the type in their events: [...] array (or use ['all'] for everything).
autonomy_spikebranch_stalecost_exceededgreen_insufficientintegration_health_changedintegration_mismatchlost_confirmationmcp_degradedstale_actiontestEach adapter delivers integration_mismatch, integration_health_changed, and cost_exceeded signals when at least one of its required credential keys is configured. Per-channel opt-out via DASHCLAW_ALERTS_<NAME>=false.
| Adapter | Required credential (any one) |
|---|---|
org_id | DISCORD_WEBHOOK_URL |
email | RESEND_API_KEY, SENDGRID_API_KEY |
github | GITHUB_TOKEN |
linear | LINEAR_API_KEY |
slack | SLACK_BOT_TOKEN, SLACK_WEBHOOK_URL |
To check whether this snapshot matches the current codebase:
python -m livingcode diff
If the diff shows changes, this skill is stale — regenerate it.