submit_skill_verdict
ActiveTool of OpenAccountants
Call this AFTER the signed-in user has run a skill and reviewed its REAL output (e.g. a computed VAT return), to record their structured quality verdict against the skill and its current version. This is the highest-value feedback the platform collects — especially from accountants, whose verdicts are treated as gold. Use when the user is acting as a REVIEWER grading the AI's output ('that return is wrong', 'the figures came out off', 'rate this', 'here's what the skill got wrong'). This is product-quality QA on the SKILL — NOT a taxpayer handoff (for that, use request_accountant_review) and NOT a generic bug report (that's submit_feedback). Pass the worksheet the skill produced when you have one; the server foot-checks it.
Parameters schema
{
"type": "object",
"required": [
"skill_slug",
"rating"
],
"properties": {
"score": {
"type": "number",
"description": "Optional 0-100 quality score the reviewer may add."
},
"rating": {
"enum": [
"solid",
"minor_issues",
"significant_issues",
"dangerous"
],
"type": "string",
"description": "The reviewer's overall verdict on the skill's output. solid = correct and file-ready; minor_issues = small/cosmetic problems; significant_issues = materially wrong figures; dangerous = would cause a wrong filing or a penalty. Required."
},
"findings": {
"type": "array",
"items": {
"type": "object",
"properties": {
"box": {
"type": "string",
"description": "Return box/line id (e.g. '45')."
},
"was": {
"type": "string",
"description": "What the skill output."
},
"note": {
"type": "string",
"description": "Why."
},
"figure": {
"type": "string",
"description": "Name of the figure being corrected (e.g. 'output VAT')."
},
"should_be": {
"type": "string",
"description": "What it should have been."
}
}
},
"description": "Structured corrections — each item identifies a figure/box and what it was vs. what it should be."
},
"scenario": {
"type": "string",
"description": "What was being computed — e.g. 'Q1 2026 Malta VAT3, standard-rated sales + EU acquisitions + a blocked entertainment input'."
},
"worksheet": {
"type": "object",
"description": "Optional structured worksheet JSON the skill produced (WORKSHEET_CONTRACT.md shape: { jurisdiction, tax_type, period, currency, lines:[...], boxes:[...], result:{type,amount} }). If provided, the server foot-checks the arithmetic and stores the recon status.",
"additionalProperties": true
},
"skill_slug": {
"type": "string",
"description": "Slug of the skill that produced the output being judged, e.g. 'malta-vat-return'. Required."
},
"suggestion": {
"type": "string",
"description": "Free-text fix or improvement for the skill."
},
"output_summary": {
"type": "string",
"description": "Prose summary of what the skill actually produced — the figures / return lines the reviewer is judging."
}
}
}No endpoints wrapped at confidence ≥ 0.70.
Parent server
OpenAccountants
https://github.com/openaccountants/openaccountants
2/7 registries