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>
This commit is contained in:
peptiderepo
2026-04-21 01:06:59 +07:00
parent a3ed663bae
commit fb1451c4dc
9 changed files with 420 additions and 28 deletions

View File

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