dashclaw-platform-intelligence

name	dashclaw-platform-intelligence
description	DashClaw platform expert for integration, troubleshooting, and governance. Snapshot-based — prefer live queries via `python -m livingcode query`, or `GET {baseUrl}/api/doctor` when Python/livingcode/the repo are unavailable.

DashClaw Platform Intelligence

Shape snapshot: sha1:0ccfae8317832d16a9090c614263b2d7a6693775 This file is auto-generated. Do not edit by hand — regenerate with:

python -m livingcode emit skill --output <path-to-SKILL.md>

Prefer Live Queries

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.

Fallback: no Python, livingcode, or repo checkout

python -m livingcode only works where the livingcode package and the repo checkout are present (e.g. a developer machine). In OpenClaw / the Claude app neither exists. When you cannot run the queries above, fall back in this order:

1. GET {baseUrl}/api/doctor — live route/shape health straight from the running instance. Requires the workspace API key (x-api-key: <key>); returns 401/403 without it. This is the authoritative live source when the CLI is unavailable.
2. Read the committed static shape if a repo checkout is reachable: app/lib/doctor/generated/shape.json (full machine-readable shape) and docs/api-inventory.json (route inventory). These are regenerated on every npm run livingcode:refresh, so they track the same facts the queries return.
3. Otherwise, treat the snapshot in this SKILL.md as authoritative — it is the best available source when neither the API nor the repo can be reached.

At a Glance

• 253 active API routes across 62 categories
• 4 required + 139 optional environment variables
• 93 database tables

API Surface

actions

• DELETE, GET, POST /api/actions
• GET, PATCH /api/actions/[actionId]
• GET /api/actions/[actionId]/artifacts
• GET /api/actions/[actionId]/graph
• GET /api/actions/[actionId]/messages
• GET, POST /api/actions/[actionId]/outcome
• GET /api/actions/[actionId]/trace
• GET /api/actions/costs
• GET, POST /api/actions/loops
• GET, PATCH /api/actions/loops/[loopId]
• GET /api/actions/stats

activity

• GET /api/activity

admin

• POST /api/admin/trigger-outcome-sweep

agents

• GET /api/agents
• GET /api/agents/[agentId]
• GET /api/agents/[agentId]/profile
• GET, POST /api/agents/connections
• POST /api/agents/heartbeat
• POST /api/agents/invoke
• GET, POST /api/agents/registry
• GET, PATCH /api/agents/registry/[id]
• GET, POST /api/agents/registry/[id]/capabilities

analytics

• GET /api/analytics

approvals

• POST /api/approvals/[actionId]

artifacts

• GET, POST /api/artifacts
• DELETE, GET /api/artifacts/[artifactId]
• POST /api/artifacts/evidence-bundle

assumptions

• GET, POST /api/assumptions
• GET, PATCH /api/assumptions/[assumptionId]

auth

• - /api/auth/[...nextauth]
• GET /api/auth/config
• DELETE, POST /api/auth/local

behavior

• GET, POST /api/behavior/recorder
• GET /api/behavior/samples
• POST /api/behavior/simulate
• GET, POST /api/behavior/suggestions

billing

• POST /api/billing/checkout
• GET /api/billing/portal

capabilities

• GET, POST /api/capabilities
• DELETE, GET, PATCH /api/capabilities/[capabilityId]
• GET, POST /api/capabilities/[capabilityId]/access
• DELETE /api/capabilities/[capabilityId]/access/[ruleId]
• GET /api/capabilities/[capabilityId]/access/check
• GET /api/capabilities/[capabilityId]/health
• GET /api/capabilities/[capabilityId]/history
• POST /api/capabilities/[capabilityId]/invoke
• POST /api/capabilities/[capabilityId]/test
• GET /api/capabilities/health

code-sessions

• GET /api/code-sessions/alerts
• POST /api/code-sessions/alerts/read-all
• POST /api/code-sessions/ingest-jsonl
• POST /api/code-sessions/ingest-live
• GET /api/code-sessions/manifests/[manifestId]
• GET /api/code-sessions/memos
• POST /api/code-sessions/memos/regenerate
• GET /api/code-sessions/projects
• GET /api/code-sessions/projects/[projectId]/sessions
• GET /api/code-sessions/sessions/[sessionId]
• GET /api/code-sessions/sessions/[sessionId]/autopsy
• GET /api/code-sessions/sessions/[sessionId]/insights
• POST /api/code-sessions/sessions/[sessionId]/optimal-files/manifest
• POST /api/code-sessions/sessions/[sessionId]/optimal-files/merge-preview
• POST /api/code-sessions/sessions/[sessionId]/optimal-files/preview
• GET /api/code-sessions/subagent-roi

compliance

• GET /api/compliance/evidence
• GET, POST /api/compliance/exports
• DELETE, GET /api/compliance/exports/[exportId]
• GET /api/compliance/exports/[exportId]/download
• GET /api/compliance/frameworks
• GET /api/compliance/gaps
• GET /api/compliance/map
• GET /api/compliance/report
• GET, POST /api/compliance/schedules
• DELETE, PATCH /api/compliance/schedules/[scheduleId]
• GET /api/compliance/trends

cron

• GET /api/cron/code-session-cache-crater
• GET /api/cron/code-session-weekly-memo
• GET /api/cron/integration-health
• GET /api/cron/jti-sweep
• GET /api/cron/learning-episodes-backfill
• GET /api/cron/learning-recommendations
• GET /api/cron/memory-maintenance
• GET /api/cron/outcome-sweep
• GET /api/cron/policy-suggestions
• GET /api/cron/reset-meters
• POST /api/cron/routing-maintenance
• GET /api/cron/signals

discord

• POST /api/discord/interactions

docs

• GET /api/docs/raw

doctor

• GET /api/doctor
• POST /api/doctor/fix

drift

• GET, POST /api/drift/alerts
• DELETE, PATCH /api/drift/alerts/[alertId]
• GET /api/drift/metrics
• GET /api/drift/snapshots
• GET /api/drift/stats

evaluations

• GET, POST /api/evaluations
• GET, POST /api/evaluations/runs
• GET, PATCH /api/evaluations/runs/[runId]
• GET, POST /api/evaluations/scorers
• DELETE, PATCH /api/evaluations/scorers/[scorerId]
• POST /api/evaluations/scorers/preview
• GET /api/evaluations/stats

finops

• GET /api/finops/spend

guard

• GET, POST /api/guard
• GET /api/guard/decisions

handoffs

• GET, POST /api/handoffs
• GET /api/handoffs/[id]
• POST /api/handoffs/[id]/consume
• GET /api/handoffs/latest

health

• GET /api/health

hosted

• GET /api/hosted/capacity
• POST /api/hosted/cleanup
• GET, POST /api/hosted/workspaces
• DELETE, GET /api/hosted/workspaces/[workspaceId]

identities

• GET, POST /api/identities
• DELETE /api/identities/[agentId]

integrations

• GET /api/integrations/health
• POST /api/integrations/health/refresh

integrity

• GET /api/integrity/jwks
• POST /api/integrity/verify

invite

• GET, POST /api/invite/[token]

keys

• DELETE, GET, POST /api/keys
• GET /api/keys/reveal

knowledge

• GET, POST /api/knowledge/collections
• DELETE, GET, PATCH /api/knowledge/collections/[collectionId]
• GET, POST /api/knowledge/collections/[collectionId]/items
• POST /api/knowledge/collections/[collectionId]/search
• POST /api/knowledge/collections/[collectionId]/sync

learning

• GET, POST /api/learning
• GET, POST /api/learning/analytics/curves
• GET /api/learning/analytics/maturity
• GET /api/learning/analytics/summary
• GET, POST /api/learning/analytics/velocity
• GET /api/learning/code-signals
• GET /api/learning/export
• GET /api/learning/lessons
• GET, POST /api/learning/recommendations
• PATCH /api/learning/recommendations/[recommendationId]
• POST /api/learning/recommendations/events
• GET /api/learning/recommendations/metrics
• GET, POST /api/learning/suggestions

marketing

• POST /api/marketing/event

mcp

• POST /api/mcp

messages

• GET, PATCH, POST /api/messages
• GET /api/messages/attachments
• GET, PATCH, POST /api/messages/threads
• GET /api/messages/threads/[threadId]

model-strategies

• GET, POST /api/model-strategies
• DELETE, GET, PATCH /api/model-strategies/[strategyId]
• POST /api/model-strategies/[strategyId]/complete

oauth

• GET, POST /api/oauth/authorize
• GET /api/oauth/metadata/authorization-server
• GET /api/oauth/metadata/protected-resource
• POST /api/oauth/register
• POST /api/oauth/token

operations

• GET /api/operations/feed
• GET /api/operations/summary

orgs

• GET, POST /api/orgs
• GET, PATCH /api/orgs/[orgId]
• DELETE, GET, POST /api/orgs/[orgId]/keys

pairings

• GET, POST /api/pairings
• GET, PATCH /api/pairings/[pairingId]
• POST /api/pairings/[pairingId]/approve

policies

• DELETE, GET, PATCH, POST /api/policies
• POST /api/policies/generate
• POST /api/policies/import
• GET /api/policies/modes
• POST /api/policies/modes/import
• POST /api/policies/modes/preview
• GET /api/policies/proof
• POST /api/policies/simulate
• GET /api/policies/summary
• GET /api/policies/templates
• POST /api/policies/test

posture

• GET /api/posture
• GET /api/posture/findings
• POST /api/posture/findings/[key]/resolve
• POST /api/posture/scan

prompts

• GET /api/prompts/agent-connect/raw
• POST /api/prompts/render
• GET /api/prompts/runs
• GET /api/prompts/sdk-coverage/raw
• GET /api/prompts/server-setup/raw
• GET /api/prompts/stats
• GET, POST /api/prompts/templates
• DELETE, GET, PATCH /api/prompts/templates/[templateId]
• GET, POST /api/prompts/templates/[templateId]/versions
• GET, POST /api/prompts/templates/[templateId]/versions/[versionId]

reputation

• GET /api/reputation/agents/[agentId]
• GET /api/reputation/agents/[agentId]/events
• GET /api/reputation/agents/[agentId]/receipt
• POST /api/reputation/agents/[agentId]/recompute
• GET /api/reputation/agents/[agentId]/summary
• GET /api/reputation/leaderboard
• POST /api/reputation/verify

scoring

• POST /api/scoring/calibrate
• GET, POST /api/scoring/profiles
• DELETE, GET, PATCH /api/scoring/profiles/[profileId]
• POST /api/scoring/profiles/[profileId]/dimensions
• DELETE, PATCH /api/scoring/profiles/[profileId]/dimensions/[dimensionId]
• GET, POST /api/scoring/risk-templates
• DELETE, PATCH /api/scoring/risk-templates/[templateId]
• GET, POST /api/scoring/score

secrets

• GET, POST /api/secrets
• DELETE, PATCH /api/secrets/[id]
• GET /api/secrets/rotation-due

security

• GET, POST /api/security/prompt-injection
• POST /api/security/scan
• GET /api/security/status

session

• GET /api/session/effective

sessions

• GET, POST /api/sessions
• GET, PATCH /api/sessions/[sessionId]
• GET /api/sessions/[sessionId]/events

settings

• DELETE, GET, POST /api/settings
• GET /api/settings/llm-status
• POST /api/settings/test

setup

• POST /api/setup/live-proof
• POST /api/setup/migrate
• POST /api/setup/ping
• GET /api/setup/proof
• GET /api/setup/status

signals

• GET /api/signals

skills

• POST /api/skills/scan
• GET /api/skills/scans/[id]

stream

• GET /api/stream

swarm

• GET /api/swarm/graph
• GET /api/swarm/link

team

• GET /api/team
• DELETE, PATCH /api/team/[userId]
• DELETE, GET, POST /api/team/invite

telegram

• POST /api/telegram/webhook

usage

• GET /api/usage
• GET /api/usage/costs

webhooks

• DELETE, GET, POST /api/webhooks
• GET /api/webhooks/[webhookId]/deliveries
• POST /api/webhooks/[webhookId]/test
• POST /api/webhooks/stripe

widget

• GET /api/widget/summary

workflows

• POST /api/workflows/draft
• GET, POST /api/workflows/templates
• DELETE, GET, PATCH /api/workflows/templates/[templateId]
• POST /api/workflows/templates/[templateId]/duplicate
• POST /api/workflows/templates/[templateId]/execute
• POST /api/workflows/templates/[templateId]/launch
• GET /api/workflows/templates/[templateId]/runs
• GET /api/workflows/templates/[templateId]/runs/[runActionId]
• POST /api/workflows/templates/[templateId]/runs/[runActionId]/cancel
• POST /api/workflows/templates/[templateId]/runs/[runActionId]/resume

x402

• GET, POST /api/x402/providers
• GET, PATCH /api/x402/providers/[id]
• GET, POST /api/x402/providers/[id]/endpoints
• GET, POST /api/x402/purchases

Required Environment Variables

These must be set — DashClaw will fail to start without them.

• DASHCLAW_API_KEY - referenced in 56 file(s)
• DATABASE_URL - referenced in 92 file(s)
• ENCRYPTION_KEY - referenced in 4 file(s)
• NEXTAUTH_SECRET - referenced in 5 file(s)

Optional Environment Variables

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)
• ANTHROPIC_MODEL (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_BEHAVIOR_SAMPLES_DIR (undocumented)
• DASHCLAW_BEHAVIOR_SAMPLES_ENABLED (undocumented)
• DASHCLAW_CLOSED_ENROLLMENT (undocumented)
• DASHCLAW_DB_DRIVER (undocumented)
• DASHCLAW_DB_POOL_MAX (undocumented)
• DASHCLAW_DISABLE_RATE_LIMIT (undocumented)
• DASHCLAW_GUARD_FALLBACK (undocumented)
• DASHCLAW_GUARD_UNAVAILABLE_POLICY (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_PAIRING_TTL_MINUTES (undocumented)
• DASHCLAW_RATE_LIMIT_MAX (undocumented)
• DASHCLAW_RATE_LIMIT_WINDOW_MS (undocumented)
• DASHCLAW_SIGNING_KEY_JWK (undocumented)
• DASHCLAW_SUPPRESS_LEGACY_WARNING (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_MAX_ACTIVE_TRIALS (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_URL
• NEXT_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)
• S (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_PROJECT_PRODUCTION_URL (undocumented)
• VERCEL_URL (undocumented)
• WEBHOOK_ALLOWED_DOMAINS (undocumented)
• X (undocumented)

Database Tables

All 93 tables defined in schema/schema.js (Drizzle ORM):

• action_embeddings
• action_records
• activity_logs
• agent_connections
• agent_identities
• agent_messages
• agent_pairings
• agent_presence
• agent_schedules
• agent_sessions
• api_keys
• approval_notifications
• assumptions
• calendar_events
• code_optimal_file_manifests
• code_projects
• code_session_alerts
• code_session_handoffs
• code_session_memos
• code_session_messages
• code_session_signals
• code_session_tool_uses
• code_sessions
• compliance_snapshots
• contacts
• content
• context_entries
• context_points
• daily_totals
• decisions
• drift_alerts
• drift_baselines
• drift_snapshots
• entities
• eval_runs
• eval_scorers
• eval_scores
• executions
• feedback
• goals
• governed_secrets
• guard_decisions
• guard_policies
• guardrails_test_runs
• health_snapshots
• ideas
• interactions
• jwt_replay_log
• learning_curves
• learning_episodes
• learning_recommendation_events
• learning_recommendations
• learning_velocity
• message_threads
• milestones
• notification_preferences
• oauth_access_tokens
• oauth_authorization_codes
• oauth_clients
• open_loops
• organizations
• posture_findings_state
• posture_snapshots
• profile_scores
• prompt_runs
• prompt_templates
• prompt_versions
• risk_templates
• routing_agent_metrics
• routing_agents
• routing_decisions
• routing_tasks
• scheduled_jobs
• scoring_dimensions
• scoring_profiles
• server_signing_keys
• session_events
• shared_docs
• skill_scan_results
• snippets
• token_budgets
• token_snapshots
• topics
• usage_meters
• user_approaches
• user_moods
• user_observations
• user_preferences
• users
• waitlist
• webhook_deliveries
• webhooks
• workflows

Signal Types

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_spike
• branch_stale
• cost_exceeded
• green_insufficient
• integration_health_changed
• integration_mismatch
• lost_confirmation
• mcp_degraded
• stale_action
• test

Detecting Drift

To check whether this snapshot matches the current codebase:

python -m livingcode diff

If the diff shows changes, this skill is stale — regenerate it.