Guides
Practical guides for teams building with AI agents: keep generated images on-brand, share verified skills that run on any model, and make charts you can trust. Each one ends where Goodeye does: a verifier you host and share, so everyone runs the same check.
How to version control AI agent skills
Git is the right default for agent skills. Here are the three places it breaks once a second person has a clone, and what it costs to fix each one.
Deploy an LLM judge your whole team can call
Write the rubric once, deploy it as a versioned verifier, and have every teammate, agent, and CI job run that exact check on agent output.
Who owns an agent skill when someone leaves
A skill has exactly one owner and no administrator can reclaim it. Transfer it while the account still works, then confirm the new owner accepted.
Why your Claude Code skill never triggers
A skill that does not fire has failed at one of four points: loading, matching, syncing, or the agent declining to use it. Diagnose which one first.
Goodeye vs SkillReg, Agentman, and Kollab for agent skills
How four private homes for AI agent skills compare on sharing, on how a skill reaches your agent, and on whether anything checks what the agent produces.
Write a skill description your agent actually uses
Your agent picks one skill out of everything installed, and the description decides. 5 rules for writing one that fires, and how to test it.
Use the same agent skill in Claude Code, Cursor, and Codex
Keep one copy of an AI agent skill and let Claude Code, Cursor, and Codex all read it. Publish once, add a sync target per tool, then pull to stay current.
Roll back a bad agent skill update
A bad update to a shared AI agent skill is reversible. Fetch the last good version, publish it as current, and every machine picks it up on the next pull.
Migrate off OpenAI Evals before it shuts down
OpenAI Evals goes read-only October 31, 2026 and shuts down November 30. What actually goes away, and how to move a check you cannot afford to lose.
Write an AI agent skill your team can rely on
Triage why a Claude Code skill never triggers, then make it run the same way for every teammate and grade it against named authoring checks instead of vibes.
Run a rubric check on AI output from the CLI
Author a rubric as a semantic verifier, deploy it once with the Goodeye CLI, and run the same pass/fail check on AI agent output on every machine on your team.
Share an AI agent skill privately and revoke access
Share an AI agent skill with one teammate or a whole team using role-based grants, control who can read or edit, and revoke access anytime, no public listing.
How to verify AI agent output before it ships (2026)
Verify AI agent output in the loop: author a criterion, gate the agent on it, and self-correct a bad output before it ships, on any model.
Vendor-agnostic alternative to Claude skills & GPT Store
How Claude skills and the OpenAI GPT Store compare to a vendor-agnostic, verified way to share AI agent skills that run on any model over CLI, MCP, and REST.
Typeface alternatives for brand-compliant AI content
A sourced comparison of Typeface alternatives for on-brand AI content, from Adobe GenStudio and Jasper to Canva, plus where an agent-native verify layer fits.
Share verified, portable AI agent skills across any model
Share AI agent skills verified to your standard, hosted by Goodeye and portable across any model over CLI, MCP, and REST, not locked to one vendor's store.
How to keep AI-generated images on-brand
Keep AI-generated images on-brand: write your colors, logos, layout, and sizes into the prompt, then verify brand compliance in the same agent loop.
How to make high-signal AI charts you can trust (2026)
Make AI-generated charts that are accurate and high-signal, then verify accuracy and signal in the same agent loop so mistakes get caught before you publish.
How to fix garbled text in AI-generated images (2026)
Why AI image models misspell text, the techniques that actually reduce errors in 2026, and a verification step that catches bad text before you ship.
The best tools to keep AI images on-brand in 2026
A 2026 roundup of the best tools to keep AI-generated images on-brand, from enterprise suites to brand kits to a verify-and-self-correct loop.
Adobe GenStudio alternatives for on-brand AI images
Adobe GenStudio alternatives for teams outgrowing or priced out of the suite, and why the real gap most of them leave open is on-brand reliability.
AdCreative.ai alternatives for on-brand ad creative
The best AdCreative.ai alternatives for on-brand ad creative: Adobe GenStudio, Typeface, Pencil, Creatopy, and Goodeye, each with its strength and limit.