fix: labor hub commentary - financial specialists forecast direction

[cemreinanc]

Summary

Automated commentary audit of the Labor Hub page found one misalignment between chart forecast data and surrounding text.

Research section (sections/research.tsx):

• Before: "while financial specialists are expected to see only modest growth"
• After: "while financial specialists are expected to see only modest declines"

The Financial Specialists forecast shows declines of -0.4% by 2030 and -1.7% by 2035 — both negative values — making "growth" a direct contradiction of the forecast data.

Also bumped the "Commentary last updated" date in hero.tsx from Jun 25 to Jun 26.

Test plan

• Verify the Research section paragraph reads correctly on the Labor Hub page
• Confirm "Commentary last updated" shows Jun 26

🤖 Generated with Claude Code

https://claude.ai/code/session_019ZF4MPh1B1z5gjy5Sc57x2

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Generated by Claude Code

Summary by CodeRabbit

• Updates
  • Refreshed the “Commentary last updated” date in the labor hub’s live forecasts area.
  • Adjusted the labor research summary text to reflect a slightly weaker outlook for specialists.

[coderabbitai]

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info

⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: 54080721-a69a-4241-a4ba-213145b2253f

📥 Commits

Reviewing files that changed from the base of the PR and between 41dff09 and 3f2977a.

📒 Files selected for processing (2)

• front_end/src/app/(main)/labor-hub/sections/hero.tsx
• front_end/src/app/(main)/labor-hub/sections/research.tsx

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📝 Walkthrough

Walkthrough

Updates the Labor Hub hero timestamp to Jun 26, 2026 and changes the research section copy to say specialists are expected to see modest declines.

Changes

Labor Hub copy refresh

Layer / File(s)	Summary
Hero commentary timestamp front_end/src/app/(main)/labor-hub/sections/hero.tsx	Updates the hero “Commentary last updated” time and dateTime value from Jun 25, 2026 to Jun 26, 2026.
Research comparison copy front_end/src/app/(main)/labor-hub/sections/research.tsx	Changes the specialists comparison sentence from modest growth to modest declines and reflows the paragraph.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~2 minutes

Possibly related PRs

• Metaculus/metaculus#4883: Updates both the Labor Hub hero timestamp and the research section’s specialists wording in the same area.
• Metaculus/metaculus#4664: Also changes the research paragraph wording in front_end/src/app/(main)/labor-hub/sections/research.tsx.
• Metaculus/metaculus#4683: Also updates the HeroSection “Commentary last updated” timestamp in front_end/src/app/(main)/labor-hub/sections/hero.tsx.

Suggested reviewers

• hlbmtc

Poem

A rabbit hops by, ears held high,
At last updated, the dates comply.
One carrot for Jun twenty-six, hooray,
Another for specialists' wording today,
And the meadow hums, all neat and spry. 🐰

🚥 Pre-merge checks | ✅ 4

✅ Passed checks (4 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title clearly reflects the main change: correcting Labor Hub commentary to match the forecast direction for financial specialists.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

✨ Finishing Touches

📝 Generate docstrings

• Create stacked PR
• Commit on current branch

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch claude/practical-knuth-m1j6dk

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[github-actions]

Cleanup: Preview Environment Removed

The preview environment for this PR has been destroyed.

Resource	Status
🌐 Preview App	Deleted
🗄️ PostgreSQL Branch	Deleted
⚡ Redis Database	Deleted
🔧 GitHub Deployments	Removed
📦 Docker Image	Retained (auto-cleanup via GHCR policies)

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Cleanup triggered by PR close at 2026-06-26T12:40:11Z