{"number":null,"slug":"readme","filename":"README.md","title":"LAKA Volumetric Intelligence System","bytes":6151,"lines":92,"sha256":"cd5578b40ccf8678c990ad4a7ac5892628efc365c4223421b49f80f8bcd13e58","sections":7,"tables":1,"code_blocks":0,"href":"/v1/docs/readme","outline":[{"anchor":"what-makes-it-volumetric","level":2,"title":"What makes it volumetric","line":11,"tables":[],"code":[]},{"anchor":"start-here","level":2,"title":"Start here","line":22,"tables":["readme.start-here.t1"],"code":[]},{"anchor":"five-step-quick-start","level":2,"title":"Five-step quick start","line":43,"tables":[],"code":[]},{"anchor":"mandatory-operating-rules","level":2,"title":"Mandatory operating rules","line":53,"tables":[],"code":[]},{"anchor":"completion-definition","level":2,"title":"Completion definition","line":65,"tables":[],"code":[]},{"anchor":"output-bundle","level":2,"title":"Output bundle","line":78,"tables":[],"code":[]}],"blocks":[{"type":"heading","level":1,"text":"LAKA Volumetric Intelligence System","anchor":"laka-volumetric-intelligence-system","line":1},{"type":"paragraph","text":"Version 1.0 — research baseline: 2026-09-01","line":3},{"type":"paragraph","text":"This library turns public company intelligence into evidence-backed commercial insight and respectful executive outreach. It combines passive OSINT, PR and brand intelligence, marketing-demand analysis, micro- and macroeconomics, competitor benchmarking, financial scenario modeling, and CRM-ready lead records.","line":5},{"type":"paragraph","text":"It is a grammar and operating system, not a single giant prompt. Every output must preserve the chain:","line":7},{"type":"quote","text":"source → observation → claim state → confidence → mechanism → financial range → service fit → smallest useful next step","line":9},{"type":"heading","level":2,"text":"What makes it volumetric","anchor":"what-makes-it-volumetric","line":11},{"type":"paragraph","text":"The system combines four LAKA layers:","line":13},{"type":"list","ordered":true,"checklist":false,"items":[{"text":"**Five change states:** Baseline, Minor Change, Major Change, Structural Change, Paradigm Change.","depth":0,"checked":null},{"text":"**Ten internal variables:** Object, Conditions, Actions, Tools, Resources, Outcomes, Feedback, Constraints, Value, Failure Mode.","depth":0,"checked":null},{"text":"**Fourteen change variables:** Magnitude, Rate, Direction, Scope, Depth, Duration, Frequency, Acceleration, Variability, Detectability, Reversibility, Propagation, Amplification, Accumulation.","depth":0,"checked":null},{"text":"**A 6×6×6 expansion lens:** Who/What/When/Where/Why/How × Direction/Scope/Depth/Duration/Frequency/Reversibility × six execution-impact states.","depth":0,"checked":null}],"line":15},{"type":"paragraph","text":"The result is broad coverage without pretending that every possible web page, tool, or future data source can be enumerated. The core is finite; the registry is expandable.","line":20},{"type":"heading","level":2,"text":"Start here","anchor":"start-here","line":22},{"type":"table","headers":["Need","Read"],"align":["left","left"],"rows":[["Understand the system","`00-system-charter.md`"],["Learn the LAKA grammar","`01-laka-core-grammar.md`"],["Build or parse investigation instructions","`02-investigation-grammar.md`"],["Enforce evidence quality","`03-evidence-provenance-standard.md`"],["Run the nine-phase audit","`04-nine-phase-playbook.md`"],["Choose tools","`05` through `09` tool-library files"],["Generate safe search paths","`10-query-pattern-library.md`"],["Rank findings","`11-scoring-prioritization.md`"],["Calculate dollar ranges","`12-financial-impact-models.md`"],["Benchmark competitors","`13-competitor-sov-benchmark.md`"],["Create immediate-authority outreach","`14-executive-authority-outreach.md`"],["Export leads safely","`15-crm-schema-export.md`"],["Build the application","`16-solution-architecture.md` and `17-automation-workflows.md`"],["Apply legal and ethical controls","`18-legal-ethical-safety.md`"],["Run agents and produce a report","`19-agent-prompts.md` and `20-audit-report-template.md`"],["Test completeness","`21-quality-control-tests.md`"]],"line":24,"id":"readme.start-here.t1"},{"type":"heading","level":2,"text":"Five-step quick start","anchor":"five-step-quick-start","line":43},{"type":"list","ordered":true,"checklist":false,"items":[{"text":"Fill the intake in `20-audit-report-template.md`: target, executive, domain, industry, region/jurisdictions, offered services, dates, and currency.","depth":0,"checked":null},{"text":"Select an engagement mode from `00-system-charter.md` and an expansion profile from `10-query-pattern-library.md`.","depth":0,"checked":null},{"text":"Run the Coordinator in `19-agent-prompts.md`; route the phase prompts and preserve the shared evidence/claim/model registries.","depth":0,"checked":null},{"text":"Assemble only reviewed outputs in `20-audit-report-template.md`; leave unknowns blank or mark `[U]`, and use `not estimable` when financial inputs are missing.","depth":0,"checked":null},{"text":"Run every applicable gate in `21-quality-control-tests.md`, obtain human release approval, and only then consider a separately authorized CRM or outreach action.","depth":0,"checked":null}],"line":45},{"type":"paragraph","text":"The tool catalogs were verified at the library research baseline. Before production, create version-pinned registry entries for every selected repository, model, API, hosted tier, and source—recording commit/release, terms version, quota, commercial-use decision, and verification date.","line":51},{"type":"heading","level":2,"text":"Mandatory operating rules","anchor":"mandatory-operating-rules","line":53},{"type":"list","ordered":false,"checklist":false,"items":[{"text":"Passive public-source research is the default. No login bypass, exploitation, credential collection, intrusive scanning, pretexting, or contact-data guessing.","depth":0,"checked":null},{"text":"A source is not a finding. Preserve its URL, publication/observation time, retrieval time, excerpt or structured fact, and content hash where practical.","depth":0,"checked":null},{"text":"Keep **Observed**, **Calculated**, **Inferred**, **Hypothesized**, **Unknown**, and **Contradicted** separate.","depth":0,"checked":null},{"text":"Never present an inferred security weakness, executive motive, revenue figure, sentiment percentage, or causal effect as observed fact.","depth":0,"checked":null},{"text":"Dollar values are low/base/high scenarios with visible formulas and inputs. If inputs are unavailable, say `not estimable` and list the missing inputs.","depth":0,"checked":null},{"text":"Respect robots.txt, source terms, API limits, privacy law, retention limits, and opt-outs. Public visibility does not automatically authorize collection or marketing use.","depth":0,"checked":null},{"text":"Outreach uses business-relevant findings. It excludes family, home, health, protected traits, private routines, leaked credentials, and other sensitive personal details.","depth":0,"checked":null},{"text":"The system may suggest a likely corporate email pattern, but the CRM must distinguish `published`, `verified`, `pattern-only`, and `unknown`. Never claim a guessed address is verified.","depth":0,"checked":null},{"text":"Human review gates all high-impact claims, security findings, named-person profiles, financial estimates, and outbound messages.","depth":0,"checked":null}],"line":55},{"type":"heading","level":2,"text":"Completion definition","anchor":"completion-definition","line":65},{"type":"paragraph","text":"An audit is complete only when:","line":67},{"type":"list","ordered":false,"checklist":false,"items":[{"text":"every required nine-phase module is complete or carries a reasoned `N/A`/`Unknown`;","depth":0,"checked":null},{"text":"all material findings are supported by evidence records;","depth":0,"checked":null},{"text":"every critical feature or risk is checked against all fourteen change variables, with non-applicable variables explained;","depth":0,"checked":null},{"text":"baseline, boundary, contradiction, and failure states have been tested;","depth":0,"checked":null},{"text":"financial ranges reconcile and do not double count;","depth":0,"checked":null},{"text":"competitor comparisons use like-for-like time windows and measures;","depth":0,"checked":null},{"text":"personal and outreach data passes privacy, relevance, and consent/legitimate-use review;","depth":0,"checked":null},{"text":"the executive brief states limitations and missing evidence.","depth":0,"checked":null}],"line":69},{"type":"heading","level":2,"text":"Output bundle","anchor":"output-bundle","line":78},{"type":"paragraph","text":"The primary outputs are:","line":80},{"type":"list","ordered":false,"checklist":false,"items":[{"text":"an executive briefing;","depth":0,"checked":null},{"text":"a source and claim ledger;","depth":0,"checked":null},{"text":"marketing, PR, technical, economic, and competitor findings;","depth":0,"checked":null},{"text":"a financial-impact matrix;","depth":0,"checked":null},{"text":"a ranked opportunity portfolio;","depth":0,"checked":null},{"text":"a C-suite outreach blueprint;","depth":0,"checked":null},{"text":"a sanitized CRM import table;","depth":0,"checked":null},{"text":"a research backlog describing what would change the conclusions.","depth":0,"checked":null}],"line":82},{"type":"paragraph","text":"This library is strategic and technical guidance, not legal, investment, or penetration-testing advice.","line":91}]}