departments/Intelligence

Intelligence / Research

Know more than yesterday: knowledge harvest into the vault, research briefs, competitive intel, analytics and graph upkeep.

Autonomouslivehead · Research Leadescalates to Executive / Chief of Staff
SOPs live
3/5
declared functions with a playbook on disk
Agents
5· 4 active
Skills linked
110
385 enrollments across roster · session packs on each person
Events routed here
3
Shared in
0
functions owned elsewhere that this desk may run

Functions this department owns5

Analytics and dashboards

Make the number visible before someone asks for it.

Autonomousstub
operator
Analytics Engineer
playbook
playbook-analytics-dashboarding.md
notebooklm-researchnewleaf-operating-doctrineresearch-frameworkresearch-executionresearchindustry-intelligence-radarcompetitive-landscapecompetitor-profilingcompetitorscustomer-researchknowledge-harvestknowledge-executedocs-to-wiki-graphobsidian-vaultkarpathy-llm-wikigraphifygraphify-queryuniversal-brainnewleaf-self-knowledgeunderstand-knowledgeanalyticsdata-storytellingcontent-enrichkpi-dashboard-designnewleaf-morning-briefask-mattdispatch-newleaf-workspacelifecycle-phase-0lifecycle-plan-synthesizeexecuting-plansseo-auditai-seoofferspricingab-testingcrocold-emailproduct-marketinglibrary-curatorfind-skillsskill-creatorlifecycle-session-loopcard-twitterframe-macos-notificationgsap-pluginshyperframes-corelinkerd-patternsminimax-pdfod-contributefal-realtimefinetuning-method-selectiongeneral-videogsap-frameworkshermes-tweetlora-qlora-recipesnote-taking__obsidianplaywright-best-practicespreference-optimizationpython-anti-patternsremotion-captionsreview-animationsspark-optimizationstride-analysis-patternsunderstand-chat

Competitive intelligence

Track what competitors do and what it means for us.

Autonomousstub
operator
Research Lead
playbook
playbook-competitive-intel.md
notebooklm-researchresearch-frameworkindustry-intelligence-radarnewleaf-operating-doctrineresearch-executionresearchcompetitive-landscapecompetitor-profilingcompetitorscustomer-researchknowledge-harvestknowledge-executedocs-to-wiki-graphobsidian-vaultkarpathy-llm-wikigraphifygraphify-queryuniversal-brainnewleaf-self-knowledgeunderstand-knowledgeanalyticsdata-storytellingcontent-enrichkpi-dashboard-designnewleaf-morning-briefask-mattdispatch-newleaf-workspacelifecycle-phase-0lifecycle-plan-synthesizeexecuting-plansseo-auditai-seoofferspricingab-testingcrocold-emailproduct-marketinglibrary-curatorfind-skillsskill-creatorlifecycle-session-loopcard-twitterframe-macos-notificationgsap-pluginshyperframes-corelinkerd-patternsminimax-pdfod-contributefal-realtimefinetuning-method-selectiongeneral-videogsap-frameworkshermes-tweetlora-qlora-recipesnote-taking__obsidianplaywright-best-practicespreference-optimizationpython-anti-patternsremotion-captionsreview-animationsspark-optimizationstride-analysis-patternsunderstand-chat

Graph and index maintenance

Keep graphify, the skill catalog and the ARM org graph current.

Autonomouslive
operator
Knowledge Curator
playbook
playbook-graph-index.md
scripts
scripts/arm-build-orgchart.py
notebooklm-researchgraphifygraphify-querynewleaf-operating-doctrineresearch-frameworkresearch-executionresearchindustry-intelligence-radarcompetitive-landscapecompetitor-profilingcompetitorscustomer-researchknowledge-harvestknowledge-executedocs-to-wiki-graphobsidian-vaultkarpathy-llm-wikiuniversal-brainnewleaf-self-knowledgeunderstand-knowledgeanalyticsdata-storytellingcontent-enrichkpi-dashboard-designnewleaf-morning-briefask-mattdispatch-newleaf-workspacelifecycle-phase-0lifecycle-plan-synthesizeexecuting-plansseo-auditai-seoofferspricingab-testingcrocold-emailproduct-marketinglibrary-curatorfind-skillsskill-creatorlifecycle-session-loopcard-twitterframe-macos-notificationgsap-pluginshyperframes-corelinkerd-patternsminimax-pdfod-contributefal-realtimefinetuning-method-selectiongeneral-videogsap-frameworkshermes-tweetlora-qlora-recipesnote-taking__obsidianplaywright-best-practicespreference-optimizationpython-anti-patternsremotion-captionsreview-animationsspark-optimizationstride-analysis-patternsunderstand-chatScheduled graph and index refresh

Knowledge harvest

Turn finished work into durable vault pages and graph nodes.

Autonomouslive
operator
Knowledge Curator
playbook
playbook-knowledge-os.md
knowledge-harvestobsidian-vaultdocs-to-wiki-graphnewleaf-operating-doctrineresearch-frameworkresearch-executionresearchindustry-intelligence-radarcompetitive-landscapecompetitor-profilingcompetitorscustomer-researchknowledge-executekarpathy-llm-wikigraphifygraphify-queryuniversal-brainnewleaf-self-knowledgeunderstand-knowledgeanalyticsdata-storytellingcontent-enrichkpi-dashboard-designnewleaf-morning-briefask-mattdispatch-newleaf-workspacelifecycle-phase-0lifecycle-plan-synthesizeexecuting-plansseo-auditai-seoofferspricingab-testingcrocold-emailproduct-marketinglibrary-curatorfind-skillsskill-creatorlifecycle-session-loopcard-twitterframe-macos-notificationgsap-pluginshyperframes-corelinkerd-patternsminimax-pdfod-contributefal-realtimefinetuning-method-selectiongeneral-videogsap-frameworkshermes-tweetlora-qlora-recipesnote-taking__obsidianplaywright-best-practicespreference-optimizationpython-anti-patternsremotion-captionsreview-animationsspark-optimizationstride-analysis-patternsunderstand-chatvendor__financial__understand-anything-knowledge-graphAgent session completed

Research brief

Answer a real question with sourced evidence and a recommendation.

Autonomouslive
operator
Research Lead
playbook
playbook-notebooklm-deep-research.md
notebooklm-researchresearch-frameworkresearch-executionnewleaf-operating-doctrineresearchindustry-intelligence-radarcompetitive-landscapecompetitor-profilingcompetitorscustomer-researchknowledge-harvestknowledge-executedocs-to-wiki-graphobsidian-vaultkarpathy-llm-wikigraphifygraphify-queryuniversal-brainnewleaf-self-knowledgeunderstand-knowledgeanalyticsdata-storytellingcontent-enrichkpi-dashboard-designnewleaf-morning-briefask-mattdispatch-newleaf-workspacelifecycle-phase-0lifecycle-plan-synthesizeexecuting-plansseo-auditai-seoofferspricingab-testingcrocold-emailproduct-marketinglibrary-curatorfind-skillsskill-creatorlifecycle-session-loopcard-twitterframe-macos-notificationgsap-pluginshyperframes-corelinkerd-patternsminimax-pdfod-contributefal-realtimefinetuning-method-selectiongeneral-videogsap-frameworkshermes-tweetlora-qlora-recipesnote-taking__obsidianplaywright-best-practicespreference-optimizationpython-anti-patternsremotion-captionsreview-animationsspark-optimizationstride-analysis-patternsunderstand-chatResearch requested

Roster5

Analytics Engineer

specialist · glm · fast

Makes the number visible before someone asks.

80 enrolled4 packs · full 30
Open in Library (session packs) →
persona · agency-agents

Codebase Archaeologist

specialist · cursor · default

Recover truth from repos and graphs for research briefs.

80 enrolled4 packs · full 30
Open in Library (session packs) →
persona · agency-agents

Knowledge Curator

operator · glm · fast

Finished work becomes durable vault pages and graph nodes, or it did not happen.

80 enrolled4 packs · full 30
Open in Library (session packs) →
persona · agency-agents

Research Lead

head · cursor · reasoning

Answers real questions with sourced evidence and a recommendation.

65 enrolled4 packs · full 30
Open in Library (session packs) →
persona · awesome-llm-apps

ZK Steward

operator · cursor · default

Keep the wiki/Zettelkasten usable for agents.

80 enrolled4 packs · full 30
Open in Library (session packs) →
persona · agency-agents

Events that land here3

Scheduled graph and index refreshP3 Normal

The org graph and the dashboards a human looks at are never stale.

Research requestedP3 Normal

A sourced brief with a recommendation, filed in the vault so we never research it twice.

Agent session completedP3 Normal

Finished work becomes durable knowledge automatically.

Never, from this desk

  • publish_external_without_human

Works with

Go-To-MarketMarketingAgent Ops (ARM itself)

Coverage

3 of 5 declared SOPs have a playbook on disk. The rest are declared so routing never silently drops them — they land, and a human picks them up.