externalize-agent-state-onto-fact-intent-dag TEC-0120 · proposedExternalize agent state onto a fact-intent DAG
Store verified environment observations as immutable fact nodes in a persistent graph and allow an action only as an intent edge whose preconditions are already-verified facts, replacing in-context state maintenance.
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Store verified environment observations as immutable fact nodes in a persistent graph and allow an action only as an intent edge whose preconditions are already-verified facts, replacing in-context state maintenance. Filed by the drafting stage from Staying on the Attack Path: Structured State for Long-Horizon Automated Penetration Testing (2609.07344) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Task success rate against five baselines (PentestGPT, PentestAgent, Pentest-R1, VulnBot, Claude Code) on real CTF challenges with Fisher's exact test, plus average rounds per successful task (~7 vs ~12-23.6) and an ablation removing only the intent retrieval module (33% and 48% more rounds on medium and hard, same solvable set).. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
Whether a technique works is a claim. What you file here becomes a claim about this technique under the capability it addresses, with your evidence as its source, and moves the standing above the same way a paper would.