🌊 Real-time multi-topic signals pipeline — harvest, normalize, score, and dispatch open-source intelligence from configurable live feeds every 10 minutes.
Built on OpenClaw · Operated by AIML Solutions
IntelliClaw is an autonomous OSINT pipeline for monitoring any topic or event domain (geopolitics, markets, infrastructure, incident response, and historical timelines). It normalizes multilingual content, cross-checks claims for contradictions, scores signals by risk level, and dispatches structured intelligence updates to a live ledger.
RSS Feeds (7 sources)
│
▼
┌─────────────────┐
│ feed-harvester │ pulls & parses RSS → raw-claims.json
└────────┬────────┘
│
▼
┌──────────────────────┐
│ persian-normalizer │ entity normalization, FA detection
└────────┬─────────────┘
│
▼
┌───────────────────┐
│ claim-crosscheck │ contradiction detection → crosscheck-report.json
└────────┬──────────┘
│
▼
┌──────────────┐
│ risk-scorer │ confidence × keyword boost → scored-claims.json
└──────┬───────┘
│
▼
┌───────────────────┐
│ telegraph-writer │ dispatches → telegraph-ledger.md
└──────┬────────────┘
│
▼
┌────────────────┐
│ minutes-scribe │ cycle summary → running-minutes.md
└────────────────┘
Cycle time: 10 minutes (cron) · Claims per cycle: ~210 · Sources: 7
| Label | Class | Coverage |
|---|---|---|
| Reuters-World | international | Wire service |
| AP-World | international | Wire service |
| BBC-World | international | Global coverage |
| Al-Jazeera | international | Regional/global analysis |
| Financial-Times-Markets | markets | Markets and macro coverage |
| NetBlocks-Global | sensor | Infrastructure/internet signals |
| Event-Topic-Feed | configurable | User-selected topic stream |
- Python 3.10+
jqbashcurl
git clone https://github.com/AIML-Solutions/intelliclaw.git
cd intelliclawbash skills/intelliclaw-orchestrator/scripts/run_intelliclaw_orchestrator.sh .crontab -eAdd:
*/10 * * * * cd /path/to/intelliclaw && bash skills/intelliclaw-orchestrator/scripts/run_intelliclaw_orchestrator.sh . >> operations/IntelliClaw/live/cycle.log 2>&1
bash operations/IntelliClaw/scripts/check_dependencies.shEdit operations/IntelliClaw/config/rss_sources.txt to add or remove sources:
# label|class|url
Reuters-World|international|https://...
Supported classes: international, state, opposition, sensor, ugc
Each class maps to a base confidence score. See docs/CONFIGURATION.md.
| File | Description |
|---|---|
live/raw-claims.json |
Raw harvested claims |
live/normalized-claims.json |
Normalized and language-tagged claims |
live/crosscheck-report.json |
Contradiction analysis |
live/scored-claims.json |
Risk-scored claims |
live/intelliclaw-telegraph-ledger.md |
Live intelligence dispatches |
live/intelliclaw-running-minutes.md |
Cycle-by-cycle summary log |
live/cycle.log |
Cron execution log |
- RSS harvest pipeline (7 sources)
- Multilingual normalization
- Claim cross-check
- Risk scoring
- Telegraph ledger dispatch
- 10-min autonomous cron cycle
- SignalCockpit integration (browser auth)
- Contradiction persistence across cycles
- Cross-cycle deduplication
- One-pager prose summary
- Optional translation toggle for multilingual streams
- Web dashboard
- Public API
intelliclaw/
├── skills/
│ ├── intelliclaw-feed-harvester/
│ ├── intelliclaw-persian-normalizer/
│ ├── intelliclaw-claim-crosscheck/
│ ├── intelliclaw-risk-scorer/
│ ├── intelliclaw-telegraph-writer/
│ ├── intelliclaw-minutes-scribe/
│ └── intelliclaw-orchestrator/
├── operations/
│ └── IntelliClaw/
│ ├── config/
│ │ └── rss_sources.txt
│ ├── scripts/
│ │ └── check_dependencies.sh
│ └── live/ ← gitignored outputs
└── docs/
├── ARCHITECTURE.md
├── PIPELINE.md
├── SKILLS.md
├── CONFIGURATION.md
└── CONTRIBUTING.md
MIT © 2026 AIML Solutions