The GitHub Actions job "Auto Queue" on texera.git/main has failed.
Run started by GitHub user Yicong-Huang (triggered by Yicong-Huang).

Head commit for run:
540785920d233f2656e1ea398c12bd114cd02860 / Yicong Huang 
<[email protected]>
docs: rewrite AGENTS.md as agent-facing index (#4825)

## What changes were proposed in this PR?

Rewrite `AGENTS.md` so it works as a slim, index-style guide for coding
agents instead of duplicating contributor docs.

- Architecture map: services + Amber breakdown.
- Topic redirects: contribution / lint / format / testing / license
header now point to `CONTRIBUTING.md`, `SECURITY.md`,
`.github/PULL_REQUEST_TEMPLATE`, the issue templates, `.licenserc.yaml`,
and per-module READMEs.
- Agent-specific rules consolidated: scope/safety, worktree-based dev,
short Conventional-Commits branch and commit naming, issue-first
workflow, brevity for issues and PRs (incl. required frontend
before/after screenshots), test-driven development, and CI label gating
(label → stacks via `LABEL_STACKS` in `required-checks.yml`).

## Any related issues, documentation, discussions?

Closes #4823

## How was this PR tested?

Documentation-only change. Reviewed the rendered Markdown locally;
verified all in-repo links resolve.

## Was this PR authored or co-authored using generative AI tooling?

Generated-by: Claude Opus 4.7

---------

Co-authored-by: Claude Opus 4.7 (1M context) <[email protected]>

Report URL: https://github.com/apache/texera/actions/runs/25270519135

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