clichefactory-95680c — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited clichefactory-95680c (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Use ClicheFactory when the user needs structured data extracted from documents, emails with attachments, scanned files, spreadsheets, or images.
The plugin provides the clichefactory MCP server with these tools:
extract: Extract structured JSON from a document using a JSON schema.to_markdown: Convert a document to readable markdown before building a schema or debugging extraction.doctor: Check configuration, dependencies, credentials, and system binaries.Default: service mode (ClicheFactory cloud — best extraction quality).
cliche-...).CLICHEFACTORY_API_KEY in the MCP server environment, or run clichefactory configure once in a terminal (saves to ~/.clichefactory/config.toml).Advanced: local mode (BYOK) — requires LLM_MODEL_NAME and LLM_API_KEY, plus pip install "clichefactory-mcp[local]". Only use when the user explicitly wants on-machine extraction.
Environment variables take precedence over the config file.
to_markdown first to inspect the contents.extract with the file path and schema (service mode is the default).doctor to check whether the API key is configured.Schemas follow standard JSON Schema. Add clear description fields for ambiguous values, normalized dates, totals, currencies, and line items.
Example invoice schema:
{
"type": "object",
"properties": {
"invoice_number": {
"type": "string"
},
"date": {
"type": "string",
"description": "Invoice date in YYYY-MM-DD format"
},
"vendor": {
"type": "string"
},
"line_items": {
"type": "array",
"items": {
"type": "object",
"properties": {
"description": {
"type": "string"
},
"quantity": {
"type": "number"
},
"unit_price": {
"type": "number"
},
"total": {
"type": "number"
}
}
}
},
"total_amount": {
"type": "number"
}
}
}Supported file types include PDF, PNG, JPG, JPEG, WebP, GIF, BMP, DOCX, DOC, ODT, XLSX, CSV, EML, TXT, and MD.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.