Cnki Resume

任务续跑与本地台账

Use for interrupted CNKI research, avoiding repeated downloads, and durable screening/extraction output. The helper is offline Python 3.9+ standard library; it does not access CNKI, purchase papers, handle logins or schedule background work.

Read [schema and command examples](references/schema.md) before initializing or updating a ledger. Resolve scripts/workflow.py relative to this installed skill. Store research data in the user's chosen local task folder, outside a source repo.

• Initialize once with immutable query/criteria and requested stages. Import

verified records; save every completed operation immediately. Existing task files are never overwritten. DOI/record ID duplicates are reused; title matches require review. Review any conflict before changing evidence.

• At resume, run queue: it verifies saved artifact paths and SHA-256 hashes,

reports pending work and blockers, and excludes completed/skipped stages. status is only a summary; it does not verify files. Never call a task complete with unresolved required stages. Explain excluded/uncertain extraction status.

• Before an operation, claim an eligible pending stage with mark --status running.

The atomic transaction rejects a second claim. Running entries remain running after a crash: inspect the browser/transfer/files before deciding whether to record a verified completion or explicitly reset to pending with a reason.

• Failed/blocked entries do not auto-retry. After resolving the cause, reset that

specific stage using mark --status pending --reason ..., then resume. Preserve bounded retry limits in cnki-download. Do not restart an active transfer.

• Complete screening/extraction only with their evidence-validating commands.

Download/citation completion requires an existing nonempty artifact and explicit --identity-verified, only after the agent has checked file identity and content. The PDF header check is not a substitute for opening/parsing the PDF. This helper tracks PDF downloads; explicitly requested CAJ work remains with cnki-download and must not be labeled PDF-complete here.

• Export to a new directory: Excel, CSVs and a JSON audit snapshot. Export is a

report, not evidence that all requested work succeeded. Preserve the SQLite task for actual resume; the JSON snapshot is for inspection, not re-import.

Do not store credentials/cookies. Never commit research ledgers, PDFs, task inputs, or exported reports to the skills repository. No autonomous recurring runs are created by this skill. A changed query or criteria requires a new task.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: longkou1988
• Source: longkou1988/cnki-skills
• License: MIT

Install and usage instructions live in the source repository linked above.