## Summary

Thanks for contributing to WFGY.

Please describe this PR in 2 to 6 sentences.

Explain:
- what changed
- where it changed
- why it matters

---

## What this PR changes

Check all that apply.

- [ ] Documentation wording or structure
- [ ] Navigation or routing improvement
- [ ] Recognition or public proof update
- [ ] Adopters / Case Evidence / Evidence Timeline update
- [ ] Collaboration or pilot-related page
- [ ] Template or contribution workflow
- [ ] Metadata or repository structure
- [ ] Bug fix
- [ ] Other

---

## Affected surfaces

List the main files or pages touched by this PR.

Examples:
- `README.md`
- `ADOPTERS.md`
- `CASE_EVIDENCE.md`
- `EVIDENCE_TIMELINE.md`
- `WORK_WITH_WFGY.md`
- `PILOT_OFFER_ONE_PAGER.md`
- `SAMPLE_DELIVERABLE.md`
- `ECOSYSTEM_MAP.md`
- `.github/ISSUE_TEMPLATE/...`

---

## Why this matters

Explain why this change is useful.

Good examples:
- reduces confusion for new readers
- improves routing between related pages
- adds verifiable public proof
- clarifies boundaries or non-claims
- improves contributor workflow
- fixes a broken or misleading repo surface

---

## Linked issue

If this PR is related to an issue, link it here.

Examples:
- Closes #123
- Related to #456
- No linked issue

---

## Public proof or evidence

Fill this section only if the PR adds or changes public proof.

### Source or project name

Example:
- LlamaIndex
- RAGFlow
- ToolUniverse
- Multimodal RAG Survey

### Public link

Add the stable public link here.

### Conservative reading

Explain how this should be read carefully.

Examples:
- merged docs integration
- public mention only
- research-facing citation
- packaging milestone
- not evidence of paid adoption

### Suggested placement

If relevant, say where this belongs.

Examples:
- Recognition Map only
- Adopters
- Case Evidence
- Evidence Timeline

---

## Screenshots or render checks

If this PR affects formatting, templates, rendering, or visual routing, add screenshots or notes here.

If not relevant, write:
- Not applicable

---

## Non-claims and boundaries

State anything this PR does **not** prove or should **not** be read as proving.

This is especially important for:
- public proof pages
- collaboration pages
- pilot materials
- ecosystem interpretation pages

Examples:
- this does not prove paid adoption
- this does not imply production deployment
- this does not change the canonical role of the page
- this is a structural clarification, not a product claim

---

## Checklist

- [ ] I reviewed the changed text for clarity and consistency
- [ ] I checked links, filenames, and page references
- [ ] I kept claims conservative and evidence-based
- [ ] If this PR adds public proof, I included a stable public source
- [ ] If this PR affects routing, I checked whether the destination pages are correct
- [ ] I avoided overstating adoption, deployment, or collaboration status
- [ ] I updated related pages when necessary, or intentionally left them unchanged