SleekView Feedback for Anthropic for WP
Anthropic for WP stores Claude prompts, completions, and run logs in your database. SleekView Feedback reads those rows and renders them as a sorted board with vote counts, status pills, and category tags so editors, readers, and clients can react to the output instead of arguing about it in chat.
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From Claude run logs to a live review board
Anthropic for WP writes every Claude completion to a post or row in its log table, with the prompt template, the model, the token usage, and the resulting draft attached as meta. That is useful when you want to debug a single call, but it is a terrible interface for an editor who wants to know which of the last hundred drafts are worth publishing and which prompts keep producing the same generic intro.
SleekView Feedback reads any data source you point it at, whether that is a custom query against wp_posts, the plugin log table, or a saved wp_postmeta view scoped by campaign. It renders one card per completion with vote count, author, category pill, and status pill, and the upvote button writes straight back to the column you wired up as the score.
The result is a public board where prompt revisions, hallucination reports, and feature requests live next to the original Claude generation. Editors stop missing good drafts, clients stop guessing what is queued next, and the prompt engineer finally has a sorted backlog of what to fix first.
Workflow
From Claude runs to a sorted board
Pick the Anthropic source
Map score, status, category
Embed the feedback view
Votes write back to the row
Sample board
Sample Anthropic for WP review board
Comparison
Plugin admin vs SleekView Feedback
Anthropic plugin defaults
- Completion logs sit in a back office table only admins open in a crisis
- No way for editors or readers to upvote prompts that produced good drafts
- Hallucination reports live in chat screenshots, not next to the draft
- Status of each run is buried in row level meta with no shared view
- No public queue to show clients which prompts are queued, shipped, or killed
SleekView Feedback
- One card per Claude completion with title, votes, status pill, and category tag
- Upvote writes back to the source column so future runs sort by real score
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Filter by model, campaign, or status using any column in
wp_posts - Embed on a public page or behind a login with one block or shortcode
- Editors stop arguing in chat and start voting on prompts inside WordPress
Features
What SleekView Feedback gives you for Anthropic for WP
Prompt review built in
Each Anthropic prompt template becomes a votable card on the board. Writers see which prompts the team prefers, which produce hallucinations, and which ones get retired. The board is a living changelog of your generation strategy without a spreadsheet.
Hallucination reports inline
Add a Hallucination category and editors flag any completion with one click. The flag lives next to the source row, so the prompt engineer fixes the template before the next bulk run instead of finding out from a reader email weeks later.
Upvotes feed back into runs
Because votes write to the source column, you can sort Claude queues by score, give high voted prompts more token budget, and retire ones nobody likes. The feedback loop stops being a feeling and becomes a number in the database that future runs can read.
Audience
How teams use the Claude feedback board
Editorial team review
Internal editors upvote the Claude drafts worth publishing and flag the ones that need a rewrite. The board replaces a messy Google Doc and gives the editor in chief one screen to triage the queue every morning.
Client facing prompt vote
Agencies share the board with clients so they can vote on which Claude prompts to keep running. The client sees exactly what is shipping next week and feels in control without ever touching the WordPress admin.
Quality control queue
Compliance teams use the board as a hallucination queue. Anything flagged with high votes gets reviewed first, and resolved items move to a Fixed status so the audit trail stays visible without trawling raw run logs.
The bigger picture
Why a Claude feedback board changes the workflow
Anthropic for WP is great at producing thoughtful drafts. It is much worse at telling you which of those drafts should actually be published, refined, or thrown away. Most teams end up with a back office full of completions and a chat channel full of opinions, and the two never meet.
Editors miss the prompts that work, prompt engineers keep shipping templates that hedge too much, and clients lose trust because nobody can show them what was decided. A feedback board changes that pattern. Completions stop being throwaway artifacts and start being something the team and the audience react to in public.
Upvotes give you a cheap, honest signal about which prompts deserve more budget. Hallucination flags give you a backlog sorted by impact instead of by whoever shouted loudest in the last meeting. And because every vote writes back to the source row, the next Claude run already knows what worked.
The result is fewer wasted tokens, fewer hedged headlines, and a much shorter loop between the prompt you write today and the article that goes live tomorrow.
Questions
Common questions about SleekView Feedback for Anthropic for WP
No. SleekView Feedback reads directly from whatever table or post type the Anthropic plugin uses. You point it at the source, pick the columns for votes, status, category, author, and title, and the board renders. No ETL job, no sync, no duplicated data. Anything Anthropic writes shows up on the next page load.
 Yes. SleekView ships with anonymous voting backed by cookies so public visitors can upvote prompts and drafts without an account. You can also require login if you want the board restricted to editors or paying members, and the same view handles both modes with a single toggle.
 Each visitor gets a cookie scoped vote token per item. Logged in users are tracked by user ID. A built in rate limit caps how often a single IP can hit the vote endpoint, which keeps public boards honest without forcing a signup wall in front of casual readers.
 Yes. SleekView accepts a WHERE clause when you wire up the data source, so you can scope the board to Sonnet runs, Opus runs, a particular campaign, or any combination of meta fields. Different boards on different pages can use different filters.
 Hallucination is just a category value on the row. You can write it into a meta key the plugin already understands or a dedicated column. Either way it shows up in the WordPress admin alongside the original prompt, so the prompt engineer can see the flag without leaving WordPress.
 They write back to the source column, which means the plugin and your own queries can sort future jobs, retries, and bulk runs by that score. Several teams use the score to gate which prompts get more token budget, which makes the board operational and not just a vanity dashboard.
 Both. SleekView ships as a Gutenberg block, an Elementor widget, a Bricks element, and a classic shortcode. Theme developers can call the render function from PHP and pass a configuration array, so you can mount the board on any template without touching the page editor.
 The view paginates server side and only loads rows it needs to render the current page. Indexed columns stay fast even on long tables. For really big projects, scoping the board by campaign or date keeps both the query and the audience focused so the page feels snappy even at scale.
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