Name: detect-silent-processing-failures
Author: atniptw

Imported from atniptw/fantastic-octo-waffle (.github/skills/detect-silent-processing-failures/SKILL.md). Install upstream with npx skills add atniptw/fantastic-octo-waffle --skill detect-silent-processing-failures. Copyright stays with the author.

Detect Silent Processing Failures Skill

Use this skill after processor runs to identify suspicious outcomes.

Outcomes

Metadata accounting inconsistencies are reported.
Referenced models are validated for existence and size.
Suspicious mesh and bounds values are flagged.

Core Command

python3 scripts/check_processed_outputs.py --metadata data/outputs/metadata.json

Strict mode:

python3 scripts/check_processed_outputs.py --metadata data/outputs/metadata.json --strict

Warning Heuristics

hhh_count differs from hhh_inspected.
model_count + export_failed_count differs from hhh_inspected.
Item references missing or empty model file.
Invalid mesh_bounds structure.

Agent Guidance

Default to warnings only unless strict mode requested.
Provide a compact summary and detailed per-item evidence.
Keep checks deterministic and schema-version aware.

{ "ocm": "1", "id": "atniptw-fantastic-octo-waffle-detect-silent-processing-failures", "kind": "skill", "name": "detect-silent-processing-failures", "description": "Use to detect suspicious processor outputs even when no exception is thrown. Keywords: silent failure, metadata validation, glb checks, anomaly detection.", "publisher": "atniptw", "version": "1.0.0", "capabilities": { "domains": [ "coding" ], "tags": [ "skill-md", "github" ], "languages": [ "en" ] }, "quality_prior": 0.6, "examples": [ "Use to detect suspicious processor outputs even when no exception is thrown. Keywords: silent failure, metadata validation, glb checks, anomaly detection." ], "primary": false, "metadata": { "source": { "provider": "github", "repository": "https://github.com/atniptw/fantastic-octo-waffle", "path": ".github/skills/detect-silent-processing-failures/SKILL.md", "ref": "e1d2e1074e6fc3a520543e78e40ff9beb4c6c883", "url": "https://github.com/atniptw/fantastic-octo-waffle/blob/e1d2e1074e6fc3a520543e78e40ff9beb4c6c883/.github/skills/detect-silent-processing-failures/SKILL.md", "key": "atniptw/fantastic-octo-waffle/.github/skills/detect-silent-processing-failures/SKILL.md" } }, "instructions": "# Detect Silent Processing Failures Skill\n\nUse this skill after processor runs to identify suspicious outcomes.\n\n## Outcomes\n\n- Metadata accounting inconsistencies are reported.\n- Referenced models are validated for existence and size.\n- Suspicious mesh and bounds values are flagged.\n\n## Core Command\n\n```bash\npython3 scripts/check_processed_outputs.py --metadata data/outputs/metadata.json\n```\n\nStrict mode:\n\n```bash\npython3 scripts/check_processed_outputs.py --metadata data/outputs/metadata.json --strict\n```\n\n## Warning Heuristics\n\n- `hhh_count` differs from `hhh_inspected`.\n- `model_count + ex", "cost": { "context_tokens": 230 } }

detect-silent-processing-failures

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