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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@@ -111,4 +111,62 @@ class PRAutoBlogger_Cloudflare_Image_Support {
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'cloudflare-image'
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);
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}
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/**
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* Cloudflare Workers AI error code for NSFW content rejection.
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*
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* Observed on FLUX.1 schnell on 2026-04-20 when backfilling the post
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* "Semaglutide vs Tirzepatide". Documented upstream as
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* `AiError: Input prompt contains NSFW content.`
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*/
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public const ERROR_CODE_NSFW = 3030;
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/**
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* Return true when the Cloudflare response body contains the NSFW
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* content-filter error code (3030).
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*
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* The body shape is `{"errors":[{"code":3030,"message":"..."}],...}`.
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* Parsing is tolerant: any JSON decode failure or missing key returns
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* false, so a malformed 4xx never masquerades as NSFW.
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*
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* @param string $raw Raw response body from Cloudflare.
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* @return bool True when at least one error entry carries code 3030.
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*/
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public function is_nsfw_error( string $raw ): bool {
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$decoded = json_decode( $raw, true );
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if ( ! is_array( $decoded ) || empty( $decoded['errors'] ) || ! is_array( $decoded['errors'] ) ) {
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return false;
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}
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foreach ( $decoded['errors'] as $err ) {
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if ( is_array( $err ) && (int) ( $err['code'] ?? 0 ) === self::ERROR_CODE_NSFW ) {
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return true;
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}
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}
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return false;
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}
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/**
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* Throw a typed NSFW exception when the response body signals CF's
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* content-filter rejection (code 3030). No-op otherwise.
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*
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* Centralised so callers stay at one line at the call site and so the
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* exception-construction shape can't drift between call sites.
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*
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* @param string $raw Raw response body.
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* @return void
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* @throws PRAutoBlogger_Image_NSFW_Blocked When the body contains code 3030.
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*/
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public function throw_if_nsfw( string $raw ): void {
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if ( ! $this->is_nsfw_error( $raw ) ) {
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return;
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}
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throw new PRAutoBlogger_Image_NSFW_Blocked(
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sprintf(
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/* translators: %s: truncated error body. */
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esc_html__( 'Cloudflare Workers AI rejected the prompt as NSFW: %s', 'prautoblogger' ),
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esc_html( substr( $raw, 0, 300 ) )
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),
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$raw
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);
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}
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}
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