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task-group-005-fewshot-attempt-02

Solve PanofyBench task_group_005 finance/API fewshot tasks for reimbursement/AP close, stale AP batch refresh, vendor onboarding/release risk, prepaid close reconciliation, and account-change payment release. Use when Codex must read local scope/template payloads, query the shared ERP/compliance API, apply finance-control rules, and return strict JSON matching an answer_template.json.

experiments/codex_gpt5_5_xhigh/reports/skills/task_group_005/demonstration_skill/demonstration_skill_attempt_02/demonstration-skill-attempt-02/SKILL.md

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Repository stars (not skill ratings): 121
Repository last updated: Oct 29, 2026
License: Apache-2.0

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# Task Group 005 Input/Output Solver

## Workflow

1. Read the prompt, local scope/batch payloads, and `answer_template.json`. Treat local payloads as candidate scope and output contract, not as the system of record.
2. Query the runner-provided API base URL. Check `/endpoints`; task_group_005 supports exact-match query parameters by field name plus `limit` and `offset`. `/api/...` and bare endpoints are aliases.
3. Fetch current records by requested IDs:
   - Claims: `/api/claims?claim_id=...`
   - AP bills: `/api/ap/bills?claim_id=...`
   - AP payments: `/api/ap/payments?bill_id=...`
   - Close logs: `/api/close/logs?...`
   - Compliance: `/api/compliance/objects?business_id=...`
   - Vendors: `/api/vendors?vendor_id=...`
   - Prepaids: `/api/prepaids/invoices?prepaid_invoice_id=...`