DAC Framework v1.0
The live signal catalog.
The catalog of what your tools already know about how you work, with provider and dimension mapping. Every signal type is normalized from 54 provider adapters into a single taxonomy, then mapped to the dimensions across the three frameworks.
The interesting part is not the count. It is that almost none of this gets read. Your stack emits a continuous account of how the team actually operates, and most orgs never look at it. The rubric is stable at v1.0; the evidence under it keeps sharpening.
For blending methodology see how DAC works.
Signal types
557
Active
340
Adapters
54
Framework
v1.0
217 signals declared but not yet emitted. Marked "Coming soon" below.
By category
◆ Engineering73 +23 pending signals
ai_commitai
Spec Context Quality, Build Vs Buy, Delivery Velocity
asana_automation_usageComing soonasana
Process Iteration
asana_dependency_graph_depthComing soonasana
Team Orchestration, Architecture Systems
asana_goal_statusasana
Roadmap Discipline
asana_milestone_burndownComing soonasana
Roadmap Discipline, Delivery Velocity
asana_portfolio_healthasana
Roadmap Discipline
asana_project_progressasana
Roadmap Discipline
asana_task_completedasana
Delivery Velocity
backlog_snapshotbacklog
Team Orchestration
bug_densitybug
Quality Experimentation
canceled_workcanceled
Decision Quality, Roadmap Discipline
clickup_automation_usageclickup
Process Iteration
clickup_dashboard_usageComing soonclickup
Data Strategy Flywheel
clickup_goal_progressclickup
Roadmap Discipline
clickup_sprint_velocityclickup
Delivery Velocity
clickup_task_completedclickup
Delivery Velocity
clickup_time_tracking_disciplineComing soonclickup
Team Orchestration, Delivery Velocity
commit_patternComing sooncommit
Architecture Systems
cross_project_workcross
Team Orchestration, Architecture Systems
cycle_timecycle
Team Orchestration, Delivery Velocity
dependency_changeComing soondependency
Build Vs Buy, Architecture Systems
deploydeploy
Delivery Velocity
estimation_accuracyestimation
Roadmap Discipline, Process Iteration
github_actions_costComing soongithub
Cost Token Economics, Architecture Systems
github_advanced_security_closureComing soongithub
Security Compliance, Process Iteration
github_branch_protectiongithub
Process Iteration, Security Compliance
github_ci_healthgithub
Delivery Velocity, Reliability Resilience
github_ci_job_durationgithub
Delivery Velocity
github_code_churngithub
Architecture Systems
github_code_scanninggithub
Security Compliance
github_codeowners_coveragegithub
Team Orchestration
github_community_healthgithub
Process Iteration
github_copilot_usagegithub
Build Vs Buy
github_issue_velocitygithub
Delivery Velocity
github_merge_queue_throughputComing soongithub
Delivery Velocity
github_pr_sizegithub
Delivery Velocity
github_release_cadencegithub
Launch Execution, Delivery Velocity
github_review_depthgithub
Spec Context Quality, Process Iteration
github_secret_scanninggithub
Security Compliance
github_security_posturegithub
Security Compliance
issue_completedissue
Delivery Velocity
jira_automation_executionComing soonjira
Process Iteration
jira_backlog_snapshotjira
Team Orchestration
jira_bottleneck_statejira
Process Iteration
jira_component_healthjira
Quality Experimentation
jira_epic_progressjira
Roadmap Discipline
jira_issue_completedjira
Delivery Velocity
jira_issue_type_distributionjira
Quality Experimentation
jira_plans_dependency_depthComing soonjira
Team Orchestration, Architecture Systems
jira_sla_statusjira
Process Iteration
jira_sprint_completion_ratejira
Delivery Velocity
jira_sprint_scope_changejira
Roadmap Discipline
jira_sprint_velocityjira
Delivery Velocity
jira_time_in_statusjira
Delivery Velocity
jira_time_loggedjira
Team Orchestration
jira_wip_adherencejira
Team Orchestration
label_hygienelabel
Process Iteration, Spec Context Quality
lead_timelead
Delivery Velocity, Process Iteration
linear_audit_log_patternsComing soonlinear
Team Orchestration, Decision Quality
linear_blocked_issueslinear
Team Orchestration
linear_contributor_activitylinear
Team Orchestration
linear_cycle_scope_sliplinear
Delivery Velocity
linear_discussion_depthlinear
Feedback Loop Quality
linear_initiative_healthlinear
Roadmap Discipline
linear_integration_coveragelinear
Build Vs Buy
linear_label_taxonomy_driftComing soonlinear
Process Iteration
linear_milestone_progresslinear
Roadmap Discipline
linear_project_scope_driftlinear
Roadmap Discipline
linear_project_update_cadenceComing soonlinear
Spec Context Quality, Roadmap Discipline
linear_project_update_sentimentComing soonlinear
Customer Signal Synthesis, Feedback Loop Quality
linear_roadmap_coveragelinear
Roadmap Discipline
linear_sla_breachlinear
Process Iteration
linear_spec_coveragelinear
Spec Context Quality
monday_automation_usagemonday
Process Iteration
monday_board_progressmonday
Roadmap Discipline
monday_dashboard_metricComing soonmonday
Product Analytics
monday_dependency_graphComing soonmonday
Team Orchestration
monday_item_completedmonday
Delivery Velocity
monday_workflow_automation_healthComing soonmonday
Process Iteration
monday_workload_balanceComing soonmonday
Team Orchestration
plane_cycle_velocityplane
Delivery Velocity
plane_cycle_vs_module_balanceComing soonplane
Roadmap Discipline
plane_issue_completedplane
Delivery Velocity
plane_module_healthComing soonplane
Delivery Velocity
plane_module_progressplane
Roadmap Discipline
plane_workflow_automationComing soonplane
Process Iteration
pr_description_qualitypr
Spec Context Quality
pr_mergedpr
Delivery Velocity
pr_reviewpr
Delivery Velocity
priority_distributionpriority
Roadmap Discipline, Decision Quality
project_completionproject
Roadmap Discipline, Launch Execution
sprint_velocitysprint
Delivery Velocity
stale_backlogstale
Roadmap Discipline, Process Iteration
triage_timetriage
Customer Signal Synthesis, Process Iteration
unestimated_workunestimated
Process Iteration, Spec Context Quality
workload_distributionworkload
Team Orchestration
◆ Delivery & Reliability53 +18 pending signals
datadog_apm_latencydatadog
Architecture Systems
datadog_ci_test_healthdatadog
Reliability Resilience, Quality Experimentation
datadog_ci_visibility_flakiness_mapComing soondatadog
Reliability Resilience, Quality Experimentation
datadog_error_ratedatadog
Reliability Resilience
datadog_infra_healthdatadog
Architecture Systems
datadog_llm_observabilityComing soondatadog
Quality Experimentation, Cost Token Economics
datadog_log_error_ratedatadog
Architecture Systems
datadog_rum_vitalsdatadog
Experience Design, Feedback Loop Quality
datadog_security_signalsdatadog
Security Compliance
datadog_slo_statusdatadog
Reliability Resilience
datadog_span_dependenciesdatadog
Architecture Systems
datadog_synthetics_uptimedatadog
Architecture Systems, Reliability Resilience
dx_core4_cohortComing soondx
Team Orchestration, Feedback Loop Quality
dx_initiativedx
Team Orchestration, Roadmap Discipline
dx_scorecarddx
Team Orchestration, Quality Experimentation
dx_snapshotdx
Team Orchestration, Feedback Loop Quality
engineering_allocationengineering
Team Orchestration, Build Vs Buy
hivel_deploymenthivel
Delivery Velocity
hivel_dora_metrichivel
Delivery Velocity, Team Orchestration
hivel_incidenthivel
Quality Experimentation, Delivery Velocity
hivel_incident_recurrenceComing soonhivel
Reliability Resilience
hivel_survey_sentimentComing soonhivel
Feedback Loop Quality, Team Orchestration
incidentio_followup_closure_rateComing soonincidentio
Process Iteration, Reliability Resilience
incidentio_incidentincidentio
Reliability Resilience
incidentio_mttrincidentio
Reliability Resilience
incidentio_postmortemincidentio
Process Iteration
incidentio_role_distributionincidentio
Team Orchestration
incidentio_severity_trendincidentio
Reliability Resilience
investment_mappinginvestment
Delivery Velocity, Roadmap Discipline
jellyfish_benchmark_liftComing soonjellyfish
Competitive Positioning
jellyfish_delivery_forecast_accuracyComing soonjellyfish
Roadmap Discipline, Decision Quality
linearb_cycle_timelinearb
Delivery Velocity, Team Orchestration
linearb_deploymentComing soonlinearb
Delivery Velocity
linearb_goal_progressComing soonlinearb
Delivery Velocity, Roadmap Discipline
linearb_investment_driftComing soonlinearb
Decision Quality, Roadmap Discipline
linearb_investment_profilelinearb
Roadmap Discipline
linearb_pr_metriclinearb
Delivery Velocity
linearb_review_timelinearb
Delivery Velocity
linearb_rework_ratelinearb
Quality Experimentation
pagerduty_automation_coverageComing soonpagerduty
Process Iteration
pagerduty_change_correlationpagerduty
Delivery Velocity, Reliability Resilience
pagerduty_escalation_ratepagerduty
Team Orchestration
pagerduty_incidentpagerduty
Reliability Resilience, Team Orchestration
pagerduty_interrupt_loadpagerduty
Team Orchestration
pagerduty_mttapagerduty
Team Orchestration, Reliability Resilience
pagerduty_mttrpagerduty
Reliability Resilience, Team Orchestration
pagerduty_oncall_loadpagerduty
Team Orchestration
pagerduty_schedule_fairnessComing soonpagerduty
Team Orchestration
pagerduty_service_healthpagerduty
Reliability Resilience
sentry_alert_fatiguesentry
Team Orchestration
sentry_cron_healthsentry
Architecture Systems, Reliability Resilience
sentry_error_ratesentry
Reliability Resilience, Quality Experimentation
sentry_issue_trendsentry
Reliability Resilience
sentry_performancesentry
Architecture Systems
sentry_profiling_hotspotsentry
Architecture Systems
sentry_release_adoptionsentry
Delivery Velocity
sentry_release_healthsentry
Delivery Velocity, Reliability Resilience
sentry_release_regression_indexComing soonsentry
Delivery Velocity, Quality Experimentation
sentry_replay_qualitysentry
Feedback Loop Quality
sentry_seer_rca_patternsComing soonsentry
Reliability Resilience, Feedback Loop Quality
sentry_user_feedback_lineageComing soonsentry
Customer Signal Synthesis, Reliability Resilience
sentry_web_vitalssentry
Experience Design, Reliability Resilience
vercel_billing_chargevercel
Cost Token Economics
vercel_build_timevercel
Delivery Velocity
vercel_cold_start_durationvercel
Architecture Systems
vercel_deploy_errorvercel
Quality Experimentation
vercel_deploymentvercel
Delivery Velocity
vercel_edge_function_errorsvercel
Architecture Systems, Reliability Resilience
vercel_log_error_rateComing soonvercel
Reliability Resilience
vercel_preview_deploy_usagevercel
Delivery Velocity
vercel_speed_insightsComing soonvercel
Experience Design, Reliability Resilience
◆ Product Analytics38 +13 pending signals
amplitude_cohort_sizeamplitude
Adoption Expansion
amplitude_eventamplitude
Product Analytics, Data Strategy Flywheel
amplitude_funnelamplitude
Experience Design, Product Analytics
amplitude_governance_scoreComing soonamplitude
Data Strategy Flywheel
amplitude_pathfinder_insightsComing soonamplitude
Experience Design
amplitude_retentionamplitude
Adoption Expansion, Data Strategy Flywheel
amplitude_revenue_ltvamplitude
Pricing Packaging, Adoption Expansion
amplitude_stickinessamplitude
Adoption Expansion
amplitude_taxonomy_healthamplitude
Data Strategy Flywheel
feature_adoptionfeature
Experience Design, Adoption Expansion
heap_autocapture_qualityComing soonheap
Data Strategy Flywheel
heap_event_volumeheap
Product Analytics
heap_funnel_conversionheap
Product Analytics, Experience Design
heap_session_qualityComing soonheap
Experience Design, Feedback Loop Quality
heap_user_pathheap
Experience Design
mixpanel_ab_testmixpanel
Quality Experimentation
mixpanel_cohort_retentionmixpanel
Adoption Expansion
mixpanel_event_volumemixpanel
Product Analytics
mixpanel_experiment_registryComing soonmixpanel
Quality Experimentation
mixpanel_funnel_conversionmixpanel
Product Analytics, Experience Design
mixpanel_jql_usageComing soonmixpanel
Data Strategy Flywheel
mixpanel_retentionmixpanel
Adoption Expansion
mixpanel_signal_reportmixpanel
Data Strategy Flywheel
pendo_engagement_scorependo
Adoption Expansion
pendo_feature_adoptionpendo
Adoption Expansion, Experience Design
pendo_guide_completionpendo
Adoption Expansion
pendo_guide_effectivenessComing soonpendo
Adoption Expansion, Experience Design
pendo_npspendo
Customer Signal Synthesis
pendo_nps_cohort_driftComing soonpendo
Customer Signal Synthesis
pendo_page_viewspendo
Product Analytics
pendo_retention_by_featurependo
Adoption Expansion
pendo_segment_comparisonpendo
Product Analytics
posthog_error_trackingposthog
Reliability Resilience
posthog_flag_rollout_disciplineComing soonposthog
Delivery Velocity, Quality Experimentation
posthog_funnelposthog
Product Analytics, Experience Design
posthog_group_analyticsposthog
Adoption Expansion, Product Analytics
posthog_hogql_usageComing soonposthog
Data Strategy Flywheel
posthog_lifecycleposthog
Adoption Expansion
posthog_path_analysisposthog
Experience Design, Product Analytics
posthog_replay_friction_clustersComing soonposthog
Experience Design, Feedback Loop Quality
posthog_retentionposthog
Adoption Expansion
posthog_session_qualityposthog
Feedback Loop Quality, Experience Design
posthog_stickinessposthog
Adoption Expansion
posthog_survey_npsposthog
Customer Signal Synthesis
product_eventproduct
Product Analytics, Data Strategy Flywheel
userpilot_checklist_progressuserpilot
Adoption Expansion
userpilot_checkpoint_lagComing soonuserpilot
Adoption Expansion
userpilot_feature_adoptionuserpilot
Adoption Expansion, Experience Design
userpilot_flow_completionuserpilot
Adoption Expansion
userpilot_npsuserpilot
Customer Signal Synthesis
userpilot_onboarding_conversionComing soonuserpilot
Adoption Expansion, Experience Design
◆ Customer Signal32 +8 pending signals
canny_board_summarycanny
Customer Signal Synthesis
canny_postcanny
Customer Signal Synthesis, Feedback Loop Quality
canny_status_changecanny
Roadmap Discipline
canny_vote_trendcanny
Customer Signal Synthesis
canny_vote_weighted_by_churnComing sooncanny
Customer Signal Synthesis, Adoption Expansion
customer_signalcustomer
Customer Signal Synthesis, Market Intelligence
dovetail_highlightdovetail
Research Discovery
dovetail_insightdovetail
Research Discovery, Customer Signal Synthesis
dovetail_insight_to_roadmapComing soondovetail
Research Discovery, Roadmap Discipline
dovetail_research_projectdovetail
Research Discovery
dovetail_theme_driftComing soondovetail
Customer Signal Synthesis
enterpret_feedback_volumeenterpret
Customer Signal Synthesis, Feedback Loop Quality
enterpret_source_diversityenterpret
Data Strategy Flywheel
enterpret_taxonomy_coverageenterpret
Data Strategy Flywheel
enterpret_themeenterpret
Customer Signal Synthesis
enterpret_theme_driftComing soonenterpret
Customer Signal Synthesis, Feedback Loop Quality
intercom_article_deflectionintercom
Feedback Loop Quality, Knowledge Management
intercom_conversationintercom
Customer Signal Synthesis, Feedback Loop Quality
intercom_csatintercom
Customer Signal Synthesis
intercom_fin_handoff_patternsComing soonintercom
Build Vs Buy, Customer Signal Synthesis
intercom_fin_resolutionintercom
Feedback Loop Quality
intercom_first_responseintercom
Customer Signal Synthesis
intercom_macro_usageComing soonintercom
Process Iteration, Knowledge Management
intercom_proactive_ratiointercom
Positioning Messaging
intercom_reopen_rateintercom
Feedback Loop Quality
intercom_resolution_timeintercom
Feedback Loop Quality
intercom_sla_breachintercom
Process Iteration
zeda_feature_requestzeda
Customer Signal Synthesis
zeda_feedbackzeda
Customer Signal Synthesis
zeda_feedback_cohort_driftComing soonzeda
Customer Signal Synthesis
zeda_insightzeda
Customer Signal Synthesis, Research Discovery
zeda_intelligence_scorezeda
Data Strategy Flywheel
zendesk_ai_handoff_patternsComing soonzendesk
Build Vs Buy, Customer Signal Synthesis
zendesk_backlogzendesk
Team Orchestration
zendesk_first_reply_timezendesk
Customer Signal Synthesis
zendesk_one_touch_ratezendesk
Feedback Loop Quality
zendesk_resolution_timezendesk
Feedback Loop Quality
zendesk_satisfactionzendesk
Customer Signal Synthesis
zendesk_tag_distributionzendesk
Customer Signal Synthesis
zendesk_ticketzendesk
Feedback Loop Quality, Customer Signal Synthesis
◆ Roadmap & Strategy31 +14 pending signals
dotwork_alignmentdotwork
Team Orchestration, Roadmap Discipline
dotwork_alignment_cadenceComing soondotwork
Team Orchestration, Roadmap Discipline
dotwork_prioritydotwork
Roadmap Discipline, Competitive Positioning
dragonboat_initiativedragonboat
Roadmap Discipline, Competitive Positioning
dragonboat_objectivedragonboat
Roadmap Discipline
dragonboat_outcome_trackingComing soondragonboat
Roadmap Discipline, Adoption Expansion
dragonboat_portfoliodragonboat
Roadmap Discipline, Team Orchestration
dragonboat_resource_allocationdragonboat
Team Orchestration
dragonboat_scenario_modelingComing soondragonboat
Decision Quality, Roadmap Discipline
dragonboat_timeline_adherencedragonboat
Roadmap Discipline
fibery_app_install_diversityComing soonfibery
Build Vs Buy
fibery_entityfibery
Roadmap Discipline, Team Orchestration
fibery_formula_complexityComing soonfibery
Architecture Systems
fibery_relationComing soonfibery
Team Orchestration, Roadmap Discipline
fibery_workflowComing soonfibery
Delivery Velocity, Team Orchestration
initiative_trackingComing sooninitiative
Team Orchestration
jpd_customer_evidencejpd
Customer Signal Synthesis
jpd_delivery_linkjpd
Delivery Velocity
jpd_evidence_densityComing soonjpd
Customer Signal Synthesis, Research Discovery
jpd_ideajpd
Research Discovery
jpd_impact_vs_effortjpd
Decision Quality
jpd_insightjpd
Research Discovery, Customer Signal Synthesis
jpd_prioritization_scorejpd
Decision Quality
klue_battlecardklue
Competitive Positioning
klue_battlecard_win_attachComing soonklue
Competitive Positioning
klue_cardklue
Competitive Positioning, Market Intelligence
klue_coverageklue
Market Intelligence
klue_intel_freshnessklue
Market Intelligence
klue_intel_freshness_cohortComing soonklue
Market Intelligence
klue_win_loss_reasonklue
Competitive Positioning
pb_customer_impactpb
Customer Signal Synthesis
pb_featurepb
Roadmap Discipline, Experience Design
pb_feature_lifecycle_stageComing soonpb
Roadmap Discipline
pb_initiativepb
Roadmap Discipline, Competitive Positioning
pb_notepb
Customer Signal Synthesis, Feedback Loop Quality, Research Discovery
pb_note_to_feature_rateComing soonpb
Customer Signal Synthesis, Research Discovery
pb_objectivepb
Roadmap Discipline
pb_prioritization_scorepb
Decision Quality
pb_releasepb
Delivery Velocity, Roadmap Discipline, Launch Execution
prodpad_feedbackprodpad
Customer Signal Synthesis, Feedback Loop Quality
prodpad_ideaprodpad
Research Discovery
prodpad_idea_outcome_lineageComing soonprodpad
Research Discovery, Roadmap Discipline
prodpad_idea_to_roadmapprodpad
Process Iteration
prodpad_roadmap_itemprodpad
Roadmap Discipline
strategic_prioritystrategic
Roadmap Discipline, Competitive Positioning
◆ Design9 +2 pending signals
design_iterationdesign
Prototyping Speed, Experience Design
design_system_usagedesign
Experience Design, Design Dev Handoff
figma_activity_logfigma
Prototyping Speed
figma_branch_usagefigma
Prototyping Speed
figma_comment_activityfigma
Design Dev Handoff
figma_dev_handofffigma
Design Dev Handoff
figma_dev_mode_session_depthComing soonfigma
Design Dev Handoff
figma_library_adoptionfigma
Experience Design
figma_library_publishfigma
Experience Design
figma_library_versioning_disciplineComing soonfigma
Experience Design, Architecture Systems
figma_variable_adoptionfigma
Experience Design, Design Dev Handoff
◆ AI Economics15 +62 pending signals
aws_daily_totalaws
Cost Token Economics
aws_reserved_vs_ondemand_efficiencyComing soonaws
Cost Token Economics
aws_service_costaws
Cost Token Economics
braintrust_eval_densityComing soonbraintrust
Quality Experimentation, Data Strategy Flywheel
braintrust_eval_scorebraintrust
Quality Experimentation
braintrust_eval_trendbraintrust
Quality Experimentation
braintrust_experimentbraintrust
Quality Experimentation
braintrust_model_regressionbraintrust
Quality Experimentation
braintrust_prompt_regressionbraintrust
Quality Experimentation
claude_code_context_efficiencyComing soonclaude
Cost Token Economics, Spec Context Quality
claude_code_mcp_usageComing soonclaude
Build Vs Buy, Process Iteration
claude_code_model_mixComing soonclaude
Cost Token Economics, Build Vs Buy
claude_code_plan_mode_adoptionComing soonclaude
Spec Context Quality
claude_code_session_durationComing soonclaude
Team Orchestration, Process Iteration
claude_code_skill_adoptionComing soonclaude
Process Iteration, Knowledge Management
claude_code_subagent_usageComing soonclaude
Process Iteration, Team Orchestration
claude_code_token_spendComing soonclaude
Cost Token Economics
claude_code_tool_use_patternComing soonclaude
Process Iteration
claude_design_iteration_cadenceComing soonclaude
Prototyping Speed
claude_design_prompt_artifact_ratioComing soonclaude
Prototyping Speed, Experience Design
claude_design_review_velocityComing soonclaude
Design Dev Handoff
claude_design_system_adherenceComing soonclaude
Experience Design, Design Dev Handoff
claude_design_token_spendComing soonclaude
Cost Token Economics
copilot_acceptance_rateComing sooncopilot
Build Vs Buy
copilot_chat_usageComing sooncopilot
Process Iteration
copilot_enterprise_usageComing sooncopilot
Build Vs Buy
copilot_ide_mixComing sooncopilot
Team Orchestration, Build Vs Buy
copilot_language_mixComing sooncopilot
Build Vs Buy, Architecture Systems
copilot_seat_utilizationComing sooncopilot
Cost Token Economics, Build Vs Buy
copilot_seat_wasteComing sooncopilot
Cost Token Economics
copilot_suggestion_volumeComing sooncopilot
Cost Token Economics
copilot_workspace_rulesComing sooncopilot
Spec Context Quality, Knowledge Management
cursor_chat_usageComing sooncursor
Process Iteration, Build Vs Buy
cursor_compose_usageComing sooncursor
Process Iteration, Spec Context Quality
cursor_context_efficiencyComing sooncursor
Cost Token Economics, Spec Context Quality
cursor_model_mixComing sooncursor
Cost Token Economics, Build Vs Buy
cursor_rules_adoptionComing sooncursor
Spec Context Quality, Knowledge Management
cursor_session_durationComing sooncursor
Team Orchestration, Process Iteration
cursor_tab_accept_rateComing sooncursor
Build Vs Buy, Delivery Velocity
cursor_token_spendComing sooncursor
Cost Token Economics
devin_compound_ratioComing soondevin
Build Vs Buy, Cost Token Economics
devin_cost_per_prComing soondevin
Cost Token Economics, Build Vs Buy
devin_handoff_rateComing soondevin
Build Vs Buy, Process Iteration
devin_human_intervention_depthComing soondevin
Build Vs Buy, Process Iteration
devin_planning_qualityComing soondevin
Spec Context Quality, Process Iteration
devin_sessionsComing soondevin
Build Vs Buy
devin_task_completion_rateComing soondevin
Build Vs Buy, Delivery Velocity
devin_token_spendComing soondevin
Cost Token Economics
langsmith_cost_per_calllangsmith
Cost Token Economics
langsmith_error_ratelangsmith
Quality Experimentation
langsmith_eval_runlangsmith
Quality Experimentation
langsmith_feedback_scorelangsmith
Feedback Loop Quality
langsmith_latency_distributionlangsmith
Cost Token Economics
langsmith_prompt_versioning_disciplineComing soonlangsmith
Quality Experimentation, Spec Context Quality
langsmith_tracelangsmith
Cost Token Economics
lovable_edit_iterationComing soonlovable
Prototyping Speed, Experience Design
lovable_github_sync_patternComing soonlovable
Delivery Velocity, Design Dev Handoff
lovable_projects_createdComing soonlovable
Prototyping Speed
lovable_prompts_per_projectComing soonlovable
Prototyping Speed, Experience Design
lovable_publish_rateComing soonlovable
Delivery Velocity, Prototyping Speed
lovable_token_spendComing soonlovable
Cost Token Economics
orb_subscription_costorb
Cost Token Economics, Pricing Packaging
orb_subscription_state_transitionsComing soonorb
Pricing Packaging, Cost Token Economics
orb_usage_metricorb
Cost Token Economics, Data Strategy Flywheel
v0_acceptance_rateComing soonv0
Prototyping Speed, Experience Design
v0_generationsComing soonv0
Prototyping Speed
v0_iteration_depthComing soonv0
Prototyping Speed, Experience Design
v0_shadcn_reuseComing soonv0
Experience Design, Design Dev Handoff
v0_sync_patternComing soonv0
Delivery Velocity, Design Dev Handoff
v0_token_spendComing soonv0
Cost Token Economics
windsurf_cascade_usageComing soonwindsurf
Process Iteration, Build Vs Buy
windsurf_chat_usageComing soonwindsurf
Process Iteration, Build Vs Buy
windsurf_memory_adoptionComing soonwindsurf
Spec Context Quality, Knowledge Management
windsurf_model_mixComing soonwindsurf
Cost Token Economics, Build Vs Buy
windsurf_rules_coverageComing soonwindsurf
Spec Context Quality, Knowledge Management
windsurf_tab_accept_rateComing soonwindsurf
Build Vs Buy, Delivery Velocity
windsurf_token_spendComing soonwindsurf
Cost Token Economics
◆ Revenue35 +6 pending signals
attio_contact_enrichmentattio
Market Intelligence
attio_enrichment_depthComing soonattio
Market Intelligence, Customer Signal Synthesis
attio_pipeline_velocityattio
Competitive Positioning
deal_outcomedeal
Competitive Positioning, Customer Signal Synthesis
hubspot_breeze_usageComing soonhubspot
Build Vs Buy
hubspot_campaignhubspot
Positioning Messaging, Launch Execution
hubspot_contact_activityhubspot
Customer Signal Synthesis, Market Intelligence
hubspot_contact_attributionhubspot
Market Intelligence
hubspot_conversation_threadhubspot
Customer Signal Synthesis
hubspot_dealhubspot
Competitive Positioning, Customer Signal Synthesis
hubspot_deal_stage_durationhubspot
Competitive Positioning
hubspot_email_engagementhubspot
Positioning Messaging
hubspot_form_submissionhubspot
Adoption Expansion
hubspot_lead_sourcehubspot
Market Intelligence
hubspot_meeting_outcomehubspot
Launch Execution
hubspot_nps_csathubspot
Customer Signal Synthesis
hubspot_sequence_enrollmenthubspot
Positioning Messaging
hubspot_tickethubspot
Feedback Loop Quality, Customer Signal Synthesis
hubspot_workflow_revenue_lineageComing soonhubspot
Adoption Expansion, Process Iteration
sf_activity_volumesf
Launch Execution
sf_casesf
Feedback Loop Quality, Customer Signal Synthesis
sf_einstein_usageComing soonsf
Build Vs Buy
sf_flow_builder_healthComing soonsf
Process Iteration
sf_forecast_accuracysf
Competitive Positioning
sf_opportunitysf
Competitive Positioning, Customer Signal Synthesis
sf_pipeline_velocitysf
Competitive Positioning
sf_win_losssf
Competitive Positioning, Decision Quality
stripe_chargestripe
Adoption Expansion, Competitive Positioning
stripe_churnstripe
Adoption Expansion, Pricing Packaging
stripe_disputestripe
Pricing Packaging
stripe_invoice_agingstripe
Cost Token Economics
stripe_mrrstripe
Adoption Expansion, Competitive Positioning
stripe_payment_recoverystripe
Cost Token Economics
stripe_plan_distributionstripe
Pricing Packaging
stripe_plan_migrationstripe
Pricing Packaging
stripe_refundstripe
Pricing Packaging, Feedback Loop Quality
stripe_revenue_recognitionstripe
Cost Token Economics
stripe_smart_retries_recovery_rateComing soonstripe
Cost Token Economics, Pricing Packaging
stripe_subscriptionstripe
Adoption Expansion
stripe_trial_conversionstripe
Adoption Expansion
stripe_usage_meterstripe
Pricing Packaging
◆ Knowledge & Communication37 +15 pending signals
channel_activitychannel
Team Orchestration
chatprd_doc_qualitychatprd
Spec Context Quality
chatprd_documentchatprd
Spec Context Quality
chatprd_iteration_depthComing soonchatprd
Spec Context Quality, Process Iteration
chatprd_template_usagechatprd
Process Iteration, Knowledge Management
confluence_ai_invocation_rateComing soonconfluence
Build Vs Buy, Knowledge Management
confluence_comment_activityconfluence
Knowledge Management, Team Orchestration
confluence_doc_freshnessconfluence
Knowledge Management
confluence_page_activityconfluence
Knowledge Management
confluence_search_gap_patternComing soonconfluence
Knowledge Management, Data Strategy Flywheel
confluence_space_coverageconfluence
Knowledge Management
confluence_template_usageconfluence
Knowledge Management, Process Iteration
gitbook_content_engagementComing soongitbook
Knowledge Management, Product Analytics
gitbook_doc_freshnessgitbook
Knowledge Management
gitbook_page_countgitbook
Knowledge Management
gitbook_space_coveragegitbook
Knowledge Management
gitbook_visitor_analyticsgitbook
Knowledge Management, Product Analytics
message_patternmessage
Team Orchestration, Feedback Loop Quality
mintlify_broken_linksmintlify
Knowledge Management
mintlify_content_freshness_by_sectionComing soonmintlify
Knowledge Management
mintlify_doc_freshnessmintlify
Knowledge Management
mintlify_page_countmintlify
Knowledge Management
mintlify_search_analyticsmintlify
Knowledge Management, Data Strategy Flywheel
notion_ai_invocation_rateComing soonnotion
Build Vs Buy, Knowledge Management
notion_comment_activitynotion
Knowledge Management, Team Orchestration
notion_database_coveragenotion
Knowledge Management
notion_doc_freshnessnotion
Knowledge Management
notion_page_activitynotion
Knowledge Management
notion_search_gap_patternComing soonnotion
Knowledge Management, Data Strategy Flywheel
notion_template_usagenotion
Knowledge Management, Process Iteration
slack_app_usage_mixComing soonslack
Build Vs Buy
slack_blocker_raisedComing soonslack
Process Iteration, Team Orchestration
slack_canvas_activityslack
Knowledge Management, Process Iteration
slack_channel_analyticsslack
Team Orchestration
slack_customer_feedback_capturedComing soonslack
Customer Signal Synthesis, Feedback Loop Quality
slack_decision_madeComing soonslack
Decision Quality, Knowledge Management
slack_file_sharingslack
Team Orchestration
slack_huddle_usageslack
Team Orchestration
slack_reaction_patternslack
Feedback Loop Quality
slack_retrospective_insightComing soonslack
Process Iteration, Knowledge Management
slack_search_patternslack
Data Strategy Flywheel, Knowledge Management
slack_thread_depthslack
Team Orchestration
slack_topic_churnComing soonslack
Team Orchestration, Decision Quality
slack_tribal_shareComing soonslack
Knowledge Management, Spec Context Quality
slack_workflow_executionslack
Process Iteration
tldv_action_itemtldv
Team Orchestration
tldv_insight_densitytldv
Customer Signal Synthesis
tldv_meeting_recordedtldv
Research Discovery
tldv_participant_ratiotldv
Research Discovery
tldv_research_calltldv
Research Discovery
tldv_speaker_balanceComing soontldv
Team Orchestration
tldv_topic_extractedtldv
Research Discovery
◆ Experimentation16 +3 pending signals
eppo_bayesian_resulteppo
Quality Experimentation
eppo_credibility_adherenceComing sooneppo
Quality Experimentation, Decision Quality
eppo_experimenteppo
Quality Experimentation
eppo_flag_assignmenteppo
Quality Experimentation
eppo_metric_resulteppo
Quality Experimentation, Data Strategy Flywheel
experiment_resultexperiment
Quality Experimentation, Data Strategy Flywheel
flag_changeflag
Delivery Velocity, Quality Experimentation
flag_evaluationflag
Quality Experimentation, Delivery Velocity
ld_code_referencesld
Delivery Velocity
ld_deployment_frequencyld
Delivery Velocity
ld_experiment_outcomeld
Quality Experimentation
ld_flag_impactld
Delivery Velocity, Feedback Loop Quality
ld_flag_retirement_disciplineComing soonld
Architecture Systems, Delivery Velocity
ld_flag_stalenessld
Delivery Velocity, Architecture Systems
statsig_experimentstatsig
Quality Experimentation
statsig_gate_checkstatsig
Quality Experimentation
statsig_holdoutstatsig
Quality Experimentation
statsig_metric_liftstatsig
Quality Experimentation, Data Strategy Flywheel
statsig_power_analysis_disciplineComing soonstatsig
Quality Experimentation, Decision Quality
◆ Cross-Source Derived1 +53 pending signals
ai_authored_merge_rateComing soonai
Build Vs Buy, Delivery Velocity
ai_fingerprint_driftComing soonai
Spec Context Quality
ai_output_review_ratioComing soonai
Build Vs Buy, Spec Context Quality
ai_spend_per_shipped_prComing soonai
Cost Token Economics, Build Vs Buy
ai_tool_overlap_costComing soonai
Cost Token Economics, Build Vs Buy
ceremony_efficiencyComing soonceremony
Team Orchestration, Process Iteration
cogs_per_accountComing sooncogs
Cost Token Economics
competitive_move_to_responseComing sooncompetitive
Competitive Positioning, Team Orchestration
competitor_acquisitionComing sooncompetitor
Market Intelligence, Competitive Positioning
competitor_funding_roundComing sooncompetitor
Market Intelligence, Competitive Positioning
competitor_headcount_growthComing sooncompetitor
Market Intelligence, Competitive Positioning
competitor_hiring_focus_shiftComing sooncompetitor
Market Intelligence, Competitive Positioning
competitor_hiring_spikeComing sooncompetitor
Market Intelligence, Competitive Positioning
competitor_integration_announcementComing sooncompetitor
Competitive Positioning, Market Intelligence
competitor_launchComing sooncompetitor
Competitive Positioning, Roadmap Discipline, Market Intelligence
competitor_leadership_changeComing sooncompetitor
Market Intelligence, Competitive Positioning
competitor_pricing_changeComing sooncompetitor
Pricing Packaging, Competitive Positioning
competitor_roadmap_changeComing sooncompetitor
Competitive Positioning, Roadmap Discipline, Market Intelligence
context_reuse_ratioComing sooncontext
Spec Context Quality, Cost Token Economics
cross_team_blocking_resolutionComing sooncross
Team Orchestration, Process Iteration
cycle_time_delta_with_aiComing sooncycle
Delivery Velocity, Build Vs Buy
design_system_compliance_trendComing soondesign
Experience Design, Architecture Systems
design_to_prod_durationComing soondesign
Prototyping Speed, Design Dev Handoff
design_to_ship_lineageComing soondesign
Design Dev Handoff, Prototyping Speed
eval_to_incident_liftComing sooneval
Quality Experimentation, Reliability Resilience
event_taxonomy_health_trendComing soonevent
Data Strategy Flywheel
experiment_archive_ratioComing soonexperiment
Quality Experimentation, Knowledge Management
experiment_to_signal_liftComing soonexperiment
Quality Experimentation
feature_ship_to_adoption_lagComing soonfeature
Adoption Expansion, Experience Design
feedback_to_feature_lineagefeedback
Feedback Loop Quality, Customer Signal Synthesis
handoff_dragComing soonhandoff
Design Dev Handoff, Team Orchestration
incident_to_prevention_lineageComing soonincident
Reliability Resilience, Process Iteration
initiative_outcome_lineageComing sooninitiative
Roadmap Discipline, Adoption Expansion
instrumentation_coverage_per_featureComing sooninstrumentation
Product Analytics, Data Strategy Flywheel
launch_cohort_liftComing soonlaunch
Launch Execution, Adoption Expansion
market_analyst_mentionComing soonmarket
Positioning Messaging, Market Intelligence
market_category_reportComing soonmarket
Positioning Messaging, Market Intelligence
market_regulatory_changeComing soonmarket
Security Compliance, Market Intelligence
memory_plateau_as_debtComing soonmemory
Knowledge Management, Spec Context Quality
message_to_conversion_lineageComing soonmessage
Positioning Messaging, Adoption Expansion
model_ladder_disciplineComing soonmodel
Cost Token Economics
plan_mode_liftComing soonplan
Spec Context Quality, Delivery Velocity
playbook_to_execution_lineageComing soonplaybook
Knowledge Management, Process Iteration
pricing_experiment_liftComing soonpricing
Quality Experimentation, Pricing Packaging
public_changelog_entryComing soonpublic
Competitive Positioning, Roadmap Discipline, Market Intelligence
public_roadmap_updateComing soonpublic
Competitive Positioning, Roadmap Discipline, Market Intelligence
research_to_roadmap_lineageComing soonresearch
Research Discovery, Roadmap Discipline
reversed_decision_indexComing soonreversed
Decision Quality
spec_depth_before_codeComing soonspec
Spec Context Quality, Process Iteration
support_to_fix_lineageComing soonsupport
Feedback Loop Quality, Reliability Resilience
tech_debt_pressure_indexComing soontech
Architecture Systems, Reliability Resilience
tool_sprawl_indexComing soontool
Build Vs Buy, Team Orchestration
vuln_to_patch_lineageComing soonvuln
Security Compliance, Process Iteration
win_loss_to_roadmap_lineageComing soonwin
Competitive Positioning, Roadmap Discipline