Position
Position your thesis before opening the tool. Define the argument and intended destination to anchor the work before the model offers alternatives.
Dr. Terry Oroszi · Founder, Intel Dashboard
INTROGetting PAID
METHODOLOGYAI is a tool for assisting, not for doing the writing. The model is fast, fluent, and confident. None of that is the same as being right. Position. Audit. Interrogate. Demand. Four checkpoints that keep your reasoning yours. Every module below supports the work. It does not do it for you.
Audit
Audit the drift. At each stage, ask whether the reasoning still reflects your original intention or whether the model has introduced a new frame.
Interrogate
Interrogate the absence. AI does not signal uncertainty the way a scholar does. A scholar says the evidence is mixed or the question remains contested. Those hedges are information. AI produces confident prose regardless of the underlying certainty.
Demand
Demand a human redline. Before any high-stakes output leaves your hands, strip the AI suggestions back and verify that the logic is yours.
Modules
18 LIVE
CARD 01
Source Reliability Scoring
TRADECRAFT / CREDIBILITY
Paste any source (article, social post, memo, government report, academic excerpt) and get a structured tradecraft assessment: source type, credibility score, bias indicators with evidence, missing corroboration, and an analyst note. A teaching artifact, not a verdict.
OPEN MODULE→
CARD 02
Multi-Source Corroboration Checker
CROSS-SOURCE AUDIT
Paste two to five labeled sources. Reports corroborated claims, contradictions, single-source assertions, framing convergence, provenance notes, and evidentiary gaps. Includes a 0-100 convergence score.
OPEN MODULE→
CARD 03
Deception & Manipulation Indicators
TRADECRAFT SIGNALS
Flags linguistic deception cues, emotional manipulation, propaganda techniques, omission patterns, narrative framing, and psychological-operations indicators in any text. Not lie detection. Tradecraft signal extraction.
OPEN MODULE→
CARD 04
Cognitive Bias Detector
PATTERN-BASED FLAGGING
Given an analytic product, flags confirmation bias, anchoring, availability bias, mirror-imaging, satisficing, and premature closure. Pattern-based, not psychological diagnosis.
OPEN MODULE→
CARD 05
Missing Questions Engine
BLIND SPOT FINDER
Given any report, returns the questions the analyst should have asked, the missing angles, the blind spots, and the alternative interpretations the report did not consider.
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CARD 06
Timeline Reconstruction Engine
CHRONOLOGY BUILDER
Messy text in. Clean chronological timeline out, with actors, locations, causal links, and the gaps in coverage that the source did not address.
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CARD 07
Narrative to Matrix Converter
STRUCTURED EXTRACTION
Paste a narrative. Get back actor-by-action, event-by-location, and claim-by-evidence matrices. Useful for intelligence training and structured note-taking.
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CARD 08
Actor Network Mapping
TEXT-BASED NETWORK
Extracts key actors, the relationships between them, the direction of influence, the strength of ties, and the nodes that should logically exist but are missing from the source.
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CARD 09
Pattern Recognition
ANOMALY PIPELINE
Vector-embedding pipeline for unstructured incident data. Unsupervised clustering surfaces structural anomalies with confidence scoring.
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CARD 10
Threat Actor Pattern Extraction
TTPs / TRADECRAFT PATTERN
Paste an incident description or threat report. Extracts TTPs, tooling fingerprints, targeting profile, operational tempo, attribution considerations, and gaps. Pattern extraction, not actor naming.
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CARD 11
Symbol Intelligence
ERASE THE HATE / FIELD DATA
Searchable dictionary of hate symbols, gang signs, acronyms, and numeric codes. Citizens look up what they spot, photograph and geotag it, and contribute to a community-cleanup map. Verified law-enforcement partners can request precise pin access and territorial-spread analysis.
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CARD 12
OPSEC Risk Scan
DOCUMENT VULNERABILITY
Given any document, identifies sensitive details, operational vulnerabilities, personally identifiable information, inadvertent disclosures, and patterns an adversary could exploit. Useful for training and pre-publication review.
OPEN MODULE→
CARD 13
Red-Team Question Generator
ADVERSARY PERSPECTIVE
Given a scenario or analytic product, generates adversary-perspective questions, alternative hypotheses, challenges to your assumptions, and "what would break this analysis?" prompts.
OPEN MODULE→
CARD 14
Structured Analytic Techniques Wizard
ACH / KAC / I&W / PREMORTEM
Four classic SATs in one wizard: Analysis of Competing Hypotheses, Key Assumptions Check, Indicators & Warnings, and Premortem. Each technique returns its own structured output.
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CARD 15
SLR Studio: Intel Version
INTEL LITERATURE SEARCH
Searches academic and intelligence corpora; synthesizes findings into operational threat assessments using the SLR Studio engine.
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CARD 16
Dual-Use Triage
TRIPWIRE AWARENESS
Awareness materials for frontline retail staff and research-security officers. TRIPWIRE mode produces a printable Awareness Sheet, Supervisor Brief, and Reporting Quick-Reference, scoped to the setting. Indicators only, no operational detail. More directions to follow.
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CARD 17
Document Gap Analysis
CORPUS INGESTION
Ingests unstructured text (field reports, OSINT, white papers) and identifies coverage gaps, recurring patterns, and unaddressed seams.
OPEN MODULE→
CARD 18
Operational Readiness
COMPETENCY & INTENT
Parses resumes and CVs through a competency-extraction engine. Calculates readiness scoring and intent-match indicators against role profiles.
OPEN MODULE→