AbuseIPDB API reference. IP reputation and abuse report lookups.
日本語の概要は準備中です。原文の説明を表示しています。
Use when the user asks about the CTI Hyperloop framework, the intelligence lifecycle as a high-tempo loop, or how to map intelligence work across strategic / operational / tactical levels with bidirectional feedback. Liberty91's operational doctrine.
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The CTI Hyperloop (based on Google/Mandiant's practical implementation framework) extends the traditional intelligence cycle by running it at three levels simultaneously with continuous bidirectional feedback.
Traditional intelligence cycle: linear, single-track, often stuck at the tactical level. Hyperloop: three parallel tracks (strategic, operational, tactical) feeding each other continuously.
STRATEGIC ←→ OPERATIONAL ←→ TACTICAL
↓ ↓ ↓
Direction → Collection → Processing → Analysis → Dissemination → Feedback
↑ |
└──────────────────────────────────────────────────────────────┘
What: Define what intelligence is needed and set priorities.
| Level | Activity | Agent | Skills |
|---|---|---|---|
| Strategic | Set/review PIRs, horizon scanning briefs | orchestrator | pir-management, stakeholder-management |
| Operational | Define collection priorities for active investigations | orchestrator | pir-management, sops |
| Tactical | Identify IOC collection gaps, detection coverage gaps | orchestrator | sops |
What: Gather raw data from relevant sources.
| Level | Activity | Agent | Skills |
|---|---|---|---|
| Strategic | Trend monitoring, landscape research | osint-researcher | osint-methodology |
| Operational | Threat actor tracking, campaign research, dark web monitoring | osint-researcher, tool agents | osint-methodology, darkweb-collection |
| Tactical | IOC lookups, bulk enrichment | tool agents, ioc-processor | tool-api skills, ioc-enrichment-workflow |
What: Normalise, deduplicate, and structure collected data.
| Level | Activity | Agent | Skills |
|---|---|---|---|
| All | IOC deduplication, format normalisation, source assessment tagging | ioc-processor | ioc-enrichment-workflow, source-assessment |
What: Apply human judgment to produce assessed intelligence.
| Level | Activity | Agent | Skills |
|---|---|---|---|
| Strategic | Horizon scanning, maturity assessment, trend analysis | analyst | horizon-scanning, threat-assessment, maturity-assessment |
| Operational | ACH, threat actor profiling, campaign tracking | analyst | ach, threat-actor-profiling, campaign-tracking, key-assumptions-check |
| Tactical | IOC correlation, detection gap analysis, indicator pivoting | analyst | indicator-pivoting, vulnerability-intelligence |
What: Deliver finished intelligence to stakeholders.
| Level | Activity | Agent | Skills |
|---|---|---|---|
| Strategic | Landscape reports, annual assessments, board briefings | report-writer | intelligence-writing, writing-assessments, stakeholder-management |
| Operational | Actor profiles, campaign reports, operational assessments | report-writer | intelligence-writing, writing-assessments |
| Tactical | IOC packages, detection rules, flash reports | detection-engineer, ioc-processor, report-writer | sigma/yara/kql-writing, ioc-export, stix-bundle |
What: Assess effectiveness and refine direction.
| Level | Activity | Agent | Skills |
|---|---|---|---|
| All | Consumer feedback, source quality tracking, PIR refinement | orchestrator | feedback-loops, pir-management |
Tactical → Operational: IOC enrichment reveals infrastructure pattern shared across multiple incidents → triggers campaign tracking investigation.
Operational → Strategic: Campaign analysis identifies new nation-state actor shifting targeting to a new sector → feeds into strategic landscape assessment and PIR update.
Strategic → Operational: Horizon scanning identifies AI-augmented social engineering as emerging threat → creates operational collection tasking for specific TTP monitoring.
Operational → Tactical: Threat actor profiling reveals preferred exploitation technique → drives creation of specific SIGMA detection rules.
Strategic → Tactical: Risk assessment identifies unpatched VPN as critical exposure → prioritises vulnerability intelligence and IOC monitoring for VPN exploits.
Tactical → Strategic: Spike in credential-stuffing alerts → informs strategic assessment of the underground economy and infostealer trend.
When the orchestrator receives a task, it maps it to the Hyperloop:
| User Request | Primary Level | Hyperloop Phases | Key Agents |
|---|---|---|---|
| "Investigate this IP" | Tactical | 2→3→4→5 | Tool agents → IOC processor → Analyst → Detection engineer |
| "Profile this threat actor" | Operational | 2→3→4→5→6 | OSINT researcher → IOC processor → Analyst → Report writer → Update knowledge cell |
| "Write a threat assessment on X" | Strategic/Operational | 1→2→3→4→5→6 | Orchestrator (PIRs) → OSINT researcher → Analyst (SATs) → Report writer → Quality reviewer |
| "Enrich this IOC list" | Tactical | 2→3→5 | Tool agents → IOC processor → Export |
| "What's the current ransomware landscape?" | Strategic | 2→4→5 | OSINT researcher → Analyst (knowledge cell) → Report writer |
| "Create detection rules for APT28 TTPs" | Tactical | 4→5 | Analyst (knowledge cell) → Detection engineer |
| "Review our PIRs" | Management | 1→6 | Orchestrator (PIR management, feedback loops) |
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
AbuseIPDB API reference. IP reputation and abuse report lookups.
日本語の概要は準備中です。原文の説明を表示しています。
Analysis of Competing Hypotheses — structured technique for evaluating multiple explanations against evidence. Use when facing ambiguous attribution or multiple plausible scenarios. Prefers graded evidence items from /quality-of-information-check and runs that skill first when handed raw URLs or text. Runs on ungraded evidence when asked, labelled as such, unweighted, and capped at Moderate confidence.
日本語の概要は準備中です。原文の説明を表示しています。
Use when documenting a named campaign across time and victims, the user asks to start or update a campaign record, or another skill identified a multi-incident cluster that warrants formal tracking. Provides the template (timeline, attribution, victimology, attack chain, Diamond Model mapping, IOC clusters) and the lifecycle from active to historical.
日本語の概要は準備中です。原文の説明を表示しています。
Use when the user asks about carding, BIN attacks, payment-card breach markets, fullz/CVV2 trade, autoshops (BidenCash, Brian's Club, Russianmarket, B1ack's Stash), or financial-fraud TTPs. Self-updating knowledge cell.
日本語の概要は準備中です。原文の説明を表示しています。
Censys API v2 reference. Host reconnaissance and certificate data.
日本語の概要は準備中です。原文の説明を表示しています。
Use when the user asks about Chinese state-sponsored cyber operations or specific PRC-aligned actors (APT41, Volt Typhoon, Mustang Panda, APT10, APT31, Salt Typhoon, etc.), MSS/PLA-attributed campaigns, or PRC sector targeting. Self-updating knowledge cell.
日本語の概要は準備中です。原文の説明を表示しています。