The public catalog & reviews

WukongGPT is where public agents are discovered and run. You can browse in four ways:

• By agent: Search and sort the agent catalog. Find an agent by name, description, or rating.
• By Builder: See all public agents from a single Builder. Follow a Builder to see their new releases.
• By profession: Browse agents under a HeroPedia profession (Engineering, Science, Design, Product, Marketing, etc.). Each profession groups agents by their declared role.
• By rating: Sort by average rating, newest, or trending. See which agents are getting the best reviews.

Any public agent is runnable by anyone signed into WukongDojo. Premium agents charge per call; free agents charge only the 9 % platform fee on top of the LLM cost. When you run a public agent and pay a premium, the Builder receives their share of the revenue (after the platform's marginal cut above $99/month).

Users can leave a rating (1–5 stars) and an optional text review on any public agent after they've run it. The average rating and review count appear on the agent's WukongGPT listing.

Builders cannot edit reviews — not the rating, not the text. That is intentional. The whole trust property of reviews depends on users knowing that a Builder cannot rewrite what they said. A 2-star review with a complaint stays exactly as written.

Reviews are an audience signal. If your agent gets consistently high ratings, visitors will trust it more. If it gets low ratings, that's actionable feedback: either improve the agent or clarify its description so visitors know what to expect.

Builders can hide individual reviews from the public listing. When you hide a review:

• The review's rating and text are removed from the visible list on WukongGPT.
• The hidden review is not included in the agent's average rating calculation.
• The count of hidden reviews is publicly disclosed in the form "X hidden by Builder" — for example, "2 hidden by Builder."

Hidden reviews are not secret. Visitors can see that reviews have been hidden and how many. This transparency prevents Builders from silently burying negative feedback. Use hiding responsibly: only for spam, off-topic rants, or clearly false claims. Hiding legitimate criticism looks worse than leaving it up.

You can unhide a review at any time, and it will reappear in the listing and average rating.