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# Cyclops v2 - Knowledge Core
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This is the binding knowledge vault for **Cyclops v2**, a ground-up rebuild of an autonomous
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offensive-security research agent. Open it as an Obsidian vault (the `.obsidian/` folder is here).
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## Why v2 exists
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Cyclops v1 was a **code-reader**, not an **exploit-runner**. It found bugs by reading source and
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pattern-matching known shapes. The consequences were structural, not incidental:
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- It drifted to the same low-severity classes forever (IDOR / broken access control / blind SSRF).
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- It got tunnel-vision on one target and never rotated its angle of attack.
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- It never *proved* RCE / shell / account-takeover - it asserted reachability and called it a day.
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- It only ever found **sibling-CVEs** (variants of already-public bugs), never novel ones.
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- The output read like hackathon offsec slop: confident, plausible, unproven.
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## The v2 thesis (the three pillars)
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Novel, high-severity bugs come from the intersection of:
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1. **The right target archetypes** - hunt where load-time RCE and trust-boundary confusion *live*,
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   not where CRUD apps leak object IDs. See [[01-archetypes/electron-desktop|archetypes]].
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2. **Code Property Graph dataflow** - use [[06-methods/NOVELTY-DOCTRINE|CPG/Joern]] to find
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   *reachable sinks nobody has looked at*, instead of grepping for known-CVE shapes.
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3. **A dynamic oracle** - only an ASan crash, a popped shell, or a retrieved secret may declare a
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   finding. An LLM's opinion is never proof. See [[00-doctrine/OPERATING-CORE|the operating core]].
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## Map of the vault
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- [[00-doctrine/OPERATING-CORE]] - the binding charter (authorization, proof labels, anti-drift).
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- [[00-doctrine/SEVERITY-GATE]] - the hard gate; what counts as a "holy-shit" finding and the exact oracle per family.
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- `01-archetypes/` - one hunting playbook per target archetype:
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  - [[01-archetypes/ml-model-loaders]] **(headline archetype - most depth)**
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  - [[01-archetypes/electron-desktop]]
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  - [[01-archetypes/ai-agent-mcp]]
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  - [[01-archetypes/devops-infra]]
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  - [[01-archetypes/cicd-supplychain]]
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  - [[01-archetypes/memory-unsafe-parsers]]
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- [[06-methods/NOVELTY-DOCTRINE]] - how to avoid being beaten to the punch; sibling-CVE discipline.
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- [[04-cleared-axes/README|04-cleared-axes]] - the anti-tunnel-vision memory (what we've already screened).
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## The one-line spine
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> Hunt the right archetypes → use the CPG to find an unexplored source→sink path → drive it with a
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> dynamic oracle until you have an **execution artifact** on the path to a [[00-doctrine/SEVERITY-GATE|gate]]
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> family - or you log it **DISPROVEN** and rotate. No artifact, no report.