feat(images): retry Cloudflare NSFW-blocked prompts with a sanitized fallback
Cloudflare's Workers AI FLUX.1 schnell content filter sometimes rejects peptide-comic prompts as NSFW (HTTP 400, errors[].code === 3030). On 2026-04-20 this produced a silent publish-without-featured-image for post #650 ("Semaglutide vs Tirzepatide") — the LLM-rewritten scene tripped the filter and we had no recovery path. New behaviour: on a 3030 response, the Cloudflare provider throws a typed PRAutoBlogger_Image_NSFW_Blocked exception. The batch wrapper catches it and tags the per-slot result with `error_type: nsfw_blocked`. Image_Pipeline hands the results to a new PRAutoBlogger_Image_NSFW_Retry helper, which reruns the blocked slot once with a sanitized fallback prompt (title + style suffix, no LLM rewrite). On success the retry result replaces the error entry; on a second block, a WARNING is logged and the pipeline publishes without that image — same terminal behaviour we had before, just explicit. Files: - New providers/class-image-nsfw-blocked.php — typed exception. - providers/class-cloudflare-image-support.php — is_nsfw_error() + throw_if_nsfw() helpers. - providers/class-cloudflare-image-provider.php — calls throw_if_nsfw inside the 4xx branch; batch catches the typed exception and marks the result with error_type. - core/class-image-prompt-builder.php — new public build_fallback_prompt shim so the retry layer can reach the rule-based fallback without going through the LLM path. - New core/class-image-nsfw-retry.php — single-shot retry helper. - core/class-image-pipeline.php — invokes the retry between batch completion and per-slot processing. - admin/class-settings-fields-extended.php — new toggle `prautoblogger_image_nsfw_retry` (default on) in the Images section. Tests: - CloudflareImageProviderTest — 3030 response throws NSFW exception; batch tags the per-slot result with `error_type: nsfw_blocked`. - ImagePipelineTest — retry succeeds when provider returns a good result on the second call; retry is skipped when the setting is off. Cost impact: worst-case an extra Cloudflare call per NSFW-blocked slot (~$0.000834). Current incidence ~2% of generations; ~+$0.00002 per generation amortized. Immaterial. Uninstall: new option covered by the existing prautoblogger_% LIKE sweep in uninstall.php. Part of the v0.8.0 image bundle (issues from thread image-mime-bug). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@@ -66,18 +66,12 @@ PROMPT;
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/**
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* Build a visual prompt from finished article content.
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*
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* Tries LLM rewriting first; falls back to rule-based synthesis on failure.
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* Separates the scene description (for image gen) from the caption text
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* (for insertion below the image as HTML). Appends style suffix to the
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* scene-only prompt so no text is rendered inside the image.
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* Tries LLM rewriting first; falls back to rule-based synthesis on
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* failure. Splits scene (for image gen) from caption (HTML below the
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* image) and appends the style suffix.
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*
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* @param array{
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* post_title?: string,
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* post_content?: string,
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* suggested_title?: string,
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* } $article_data Article data with title and HTML content.
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*
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* @return array{prompt: string, caption: string} Image prompt (scene + style) and caption text.
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* @param array{post_title?: string, post_content?: string, suggested_title?: string} $article_data
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* @return array{prompt: string, caption: string}
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*/
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public function build_article_prompt( array $article_data ): array {
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$title = $article_data['post_title'] ?? $article_data['suggested_title'] ?? 'Product';
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@@ -95,18 +89,11 @@ PROMPT;
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}
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/**
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* Build a visual prompt from source Reddit thread data.
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* Build a visual prompt from source Reddit thread data. Tries LLM
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* rewriting first; falls back to rule-based synthesis on failure.
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*
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* Tries LLM rewriting first; falls back to rule-based synthesis on failure.
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* Appends the style suffix from plugin options.
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*
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* @param array{
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* title?: string,
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* selftext?: string,
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* comments?: string[],
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* } $source_data Reddit source data with title and comments.
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*
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* @return array{prompt: string, caption: string} Image prompt (scene + style) and caption text.
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* @param array{title?: string, selftext?: string, comments?: string[]} $source_data
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* @return array{prompt: string, caption: string}
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*/
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public function build_source_prompt( array $source_data ): array {
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$title = $source_data['title'] ?? 'Reddit Discussion';
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@@ -257,6 +244,23 @@ PROMPT;
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return $para;
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}
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/**
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* Public entry into the rule-based fallback, used by NSFW retry to
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* rebuild a provider-safe prompt from just the article title. Matches
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* the return shape of build_article_prompt() / build_source_prompt().
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*
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* @param string $title Article or source title.
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* @return array{prompt: string, caption: string}
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*/
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public function build_fallback_prompt( string $title ): array {
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$parsed = $this->synthesize_visual_concepts_fallback( $title, '' );
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$style_suffix = get_option( 'prautoblogger_image_style_suffix', PRAUTOBLOGGER_DEFAULT_IMAGE_STYLE_SUFFIX );
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return [
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'prompt' => trim( $parsed['scene'] . ' ' . $style_suffix ),
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'caption' => $parsed['caption'],
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];
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}
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/**
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* Rule-based fallback when LLM rewriting is unavailable.
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*
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