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Frontmatter
id9975
titleHardening Agent Intake via Empirical Verification & Historical Domain Querying
stateClosed
labels
enhancementai
assigneestobiu
createdAtApr 13, 2026, 4:57 PM
updatedAtApr 14, 2026, 12:31 AM
githubUrlhttps://github.com/neomjs/neo/issues/9975
authortobiu
commentsCount0
parentIssuenull
subIssues[]
subIssuesCompleted0
subIssuesTotal0
blockedBy[]
blocking[]
closedAtApr 13, 2026, 5:12 PM

Hardening Agent Intake via Empirical Verification & Historical Domain Querying

tobiu
tobiu commented on Apr 13, 2026, 4:57 PM

Architectural Paradox

Currently, the ticket-intake skill relies on "agent intuition" (e.g., asking "didn't we try this before?") to trigger historical verification against the Memory Core. However, fresh Swarm instances suffer from "Zero-State Amnesia" and inherently lack intuition. Additionally, agents tend to blindly accept prescribed architectural solutions within tickets instead of isolating the true root cause, leading to Negative ROI.

Resolution

This ticket formalizes two systemic mandates across the Neo.mjs Agent OS:

  1. Historical Amnesia Check (Unknown Unknowns): Agents MUST explicitly perform a blind domain query (query_documents, query_summaries, query_raw_memories) against the Memory Core regardless of how novel a ticket seems.
  2. Empirical Proof (Test-Driven Discovery): Agents MUST explicitly validate technical hypotheses by writing localized Playwright tests via the unit-test skill before mutating live architecture.

Definition of Done

  • Update .agent/skills/ticket-intake/references/ticket-intake-workflow.md with the new Historical Amnesia (Unknown Unknowns) and Empirical Proof mandates.
  • Update .agent/skills/pull-request/references/pull-request-workflow.md to require missing unit tests as a pre-commit block for "Minor Gaps".
tobiu added the enhancement label on Apr 13, 2026, 4:57 PM
tobiu added the ai label on Apr 13, 2026, 4:57 PM
tobiu referenced in commit 3434a85 - "docs: harden agent intake and validation mandates (#9975)" on Apr 13, 2026, 4:58 PM
tobiu cross-referenced by PR #9976 on Apr 13, 2026, 4:58 PM
tobiu referenced in commit 7bae914 - "docs: harden agent intake and validation mandates (#9975) (#9976) on Apr 13, 2026, 5:12 PM
tobiu closed this issue on Apr 13, 2026, 5:12 PM
tobiu assigned to @tobiu on Apr 14, 2026, 12:31 AM