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id9440
titleAI Workflow: Integrate Anchor & Echo strategy into Pre-Flight Commit check
stateClosed
labels
documentationenhancementai
assigneestobiu
createdAtMar 11, 2026, 12:01 PM
updatedAtMar 11, 2026, 12:02 PM
githubUrlhttps://github.com/neomjs/neo/issues/9440
authortobiu
commentsCount1
parentIssuenull
subIssues[]
subIssuesCompleted0
subIssuesTotal0
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closedAtMar 11, 2026, 12:02 PM

AI Workflow: Integrate Anchor & Echo strategy into Pre-Flight Commit check

Closed v12.1.0 documentationenhancementai
tobiu
tobiu commented on Mar 11, 2026, 12:01 PM

Background

Agents frequently forget to apply the Knowledge Base Enhancement Strategy before committing code, treating it as an afterthought. Furthermore, the existing strategy in AGENTS_STARTUP.md did not account for the semantic chunking behavior of the ChromaDB knowledge base.

Implementation

  1. AGENTS_STARTUP.md: Updated Section 3.2 to formally define the "Anchor & Echo" documentation strategy, explaining how to write JSDoc that survives semantic chunking by avoiding "Implied Context". We merged this new concept with the existing "semantic signpost" strategy to create a comprehensive guide.
  2. AGENTS.md: Modified the "Pre-Flight Check for Commits" protocol. Agents are now mandated to explicitly verify they have applied the Anchor & Echo strategy to their modified code before they are allowed to execute git commit.

This ensures that maintaining the quality of the AI Knowledge Base is a structural requirement within the Definition of Done for every task.

tobiu assigned to @tobiu on Mar 11, 2026, 12:01 PM
tobiu added the documentation label on Mar 11, 2026, 12:01 PM
tobiu added the enhancement label on Mar 11, 2026, 12:01 PM
tobiu added the ai label on Mar 11, 2026, 12:01 PM
tobiu referenced in commit 358ffbc - "docs(ai): integrate Anchor & Echo strategy into Pre-Flight Commit check (#9440)" on Mar 11, 2026, 12:01 PM
tobiu
tobiu Mar 11, 2026, 12:02 PM

Changes committed and pushed in 358ffbcfb.

tobiu closed this issue on Mar 11, 2026, 12:02 PM