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docs(research): invite external researchers, replications, and counterexamples#579

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tosin2013 merged 1 commit into
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feat/research-collaboration-invite
Jun 22, 2026
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docs(research): invite external researchers, replications, and counterexamples#579
tosin2013 merged 1 commit into
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feat/research-collaboration-invite

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Summary

Adds a "Collaboration and external replication" section to /research (the page that landed in #578) signaling the project is open to three specific contribution types:

  1. Independent replication of any finding — against different model classes, providers, harnesses. Failed replications count.
  2. New use cases for the architectural patterns (findings-memory, audit-callback) — where else do they hold?
  3. Adversarial verification — counterexamples, edge cases, alternative framings.

Plus an explicit "how to engage" block: GitHub issues with research in the title, blog-post comments, or GitHub Discussions for longer-form proposals. Explicitly NOT a bug-report channel.

Why

The page in #578 framed helmdeck as research-shaped. This PR makes the page do work it couldn't do before: lower the activation energy for external researchers to engage. The research compounds when more than one person is running it; the page should say that.

Test plan

🤖 Generated with Claude Code

…mples

Adds a "Collaboration and external replication" section to /research signaling
the project is open to three specific contribution types: independent
replication (especially against different model classes), new use cases for
the architectural patterns (findings-memory, audit-callback), and adversarial
verification.

How-to-engage block points contributors to GitHub issues / Discussions /
blog-post comments — explicitly NOT a bug-report channel.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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helmdeck Ready Ready Preview, Comment Jun 22, 2026 6:59pm

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@tosin2013 tosin2013 merged commit 03f61a6 into main Jun 22, 2026
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@tosin2013 tosin2013 deleted the feat/research-collaboration-invite branch June 22, 2026 19:02
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