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cnki-researcher

Coordinate a CNKI literature workflow from search and screening to evidence-based reading and citation export.

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Price unconfirmed★ 20 GitHub starsRegistry updated · Sep 24, 2026agent-skill

Overview

Coordinate a CNKI literature workflow from search and screening to evidence-based reading and citation export.

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CNKI research workflow

Use the sibling cnki-* skills when installed; read each before its stage. If one is missing, report the missing module and perform only stages supported by the available tools. These are instructions, not automatic subagent spawning.

State the database, query/fields, period, sort, requested count and citation scope. Default to Chinese journal articles. For “since 2023” use 2023-01-01 through today.
Use cnki-search or cnki-advanced-search, cnki-navigate-pages and cnki-parse-results. Freeze a unique, source-linked result list before screening; retain site rank.
Select the requested subset based on title/abstract relevance to the question. Explain selection and retain original list numbers. Do not substitute newer or better-known papers outside the list without clearly reporting the change.
Use cnki-paper-detail. Full-text analysis requires retrieved readable full text; otherwise label abstract/preview analysis and identify missing evidence. When downloads are requested, use cnki-download with PDF as the default. Create the local Downloads/CNKI/YYYY-MM-DD folder first (user's local date; respect a supplied destination), then save and verify files there. Reuse the current session and follow cnki-download's bounded progress-based waiting. Preserve an explicit user format choice; otherwise do not substitute CAJ when PDF is unavailable. Continue accessible items and report the shortfall.
Use cnki-export for the requested citation set. If “export the citations” is unspecified, export the listed set and a separate selected-subset file.
Before delivery compare all titles/identifiers against extracted records, ensure no duplicate filler entries, and verify exported counts and file paths.
Return the search manifest, result list, reading analysis, .bib artifact and any limitations. Never claim a blocked stage completed.

Durable screening, comparison and resume

When the user requests screening tables, empirical comparisons, or resumable work, use cnki-resume from task start and save each verified result immediately. Use cnki-screening for criterion-linked include/exclude/uncertain decisions, and cnki-evidence-table for per-field evidence with page/section locators. Follow their shared schema; use one task file through these stages. Existing local readable papers can be analyzed without downloading again. Missing sibling modules are reported, never implicitly installed.

On continuation, read the existing queue before any web action. Reuse completed records and verified files; inspect running transfers before retry. Preserve the original query/criteria and selection scope. Export the workbook even if access blocks some records, while explicitly reporting unfinished work and abstract-only analysis. Do not claim structural evidence validation proves scholarly accuracy.

Browser and access

Optional paid screening: use cnki-jev only when installed and explicitly enabled for this task with an authorized title/abstract upload scope and budget. Read its SKILL.md before use. Otherwise keep the baseline workflow. Jev proposals do not replace frozen criteria, source evidence, or the existing screening ledger.

Use the user's available browser connector. Claude Code: Chrome DevTools MCP (list pages → select page → take snapshot → interact). Codex: use its available browser skill/tool and documented API. WorkBuddy: the browser-skill CLI (bsk) — bsk session start → bsk navigate <url> --session <id> → bsk snapshot → interact → bsk session stop <id> (mandatory, even on error paths). Read that tool's instructions first; do not assume Chrome DevTools names exist in the other runtimes. If no connector is available, report the missing dependency, without installing it implicitly.

Start at an already-open CNKI official/authorized institutional entry. Otherwise default to the domestic CNKI site, in this order:

https://kns.cnki.net/kns8s/defaultresult/index — domestic 检索 entry (verified working: renders 主题 + 学术期刊 controls and the result table, and honours an institutional login).
https://www.cnki.net/ — domestic homepage, only if the entry above is unreachable.

Never start at an overseas mirror (oversea.cnki.net, global.cnki.net, data.oversea.cnki.net, scholar.cnki.net, ar.oversea.cnki.net or similar). Detection: if the page title is "CNKI Overseas" or the host contains oversea, you are on the international platform — www.cnki.net may silently redirect there depending on the network exit point. Navigate straight to the kns.cnki.net entry above instead of staying on the mirror. Preserve the current institution route and observed links; do not reconstruct proxy URLs or trust a hostname solely because it contains "cnki". Inspect current visible controls before acting; refresh observations after navigation. Do not invent selectors, search API payloads, article URLs, download hashes or session tokens. Use read-only DOM extraction only if supported and grounded in observed markup. If an operation fails twice without progress, preserve completed records and report the blocker. Login and CAPTCHA require user intervention under the runtime policy; do not evade detection or bypass access controls. Do not export cookies or credentials. Close owned temporary tabs when finished, retaining only a page needed for user handoff.

Overseas fallback (last resort only)

Fall back to an overseas mirror only when the domestic site is genuinely unreachable or blocked for the user — for example kns.cnki.net times out, returns a network/ISP block page, or shows an access blocker with no institutional route available. When that happens:

Tell the user explicitly that the domestic site failed, state the observed reason (timeout, block page, missing institution entitlement), and say you are switching to the international platform.
Record which platform produced every result: the overseas edition indexes a different corpus, so counts, full text and export formats are not comparable with domestic CNKI results.
Re-check whether an authorized domestic route exists before continuing; if the user has one, ask before settling for the overseas edition. Do not treat a plain redirect to oversea.cnki.net as "the domestic site is down" by itself — navigate to the kns.cnki.net entry first.

Evidence

This release is a UI-guided workflow, not a tested site scraper. In development, www.cnki.net redirected to oversea.cnki.net; Chinese language selection reached /chn/, exposing 主题, 搜索, 高级检索 and 出版物检索. Clicking 高级检索 on the overseas platform triggered a puzzle CAPTCHA before query submission. A later run opened https://kns.cnki.net/kns8s/defaultresult/index directly: the domestic 检索 page rendered 主题/学术期刊 controls and a result table, an institutional login was recognised, and a 主题 keyword search returned 总库 / 学术期刊 / 学位论文 counts without a CAPTCHA. The domestic entry is therefore the verified default; the overseas platform is fallback only (see above). Domestic full-text download and export controls remain unverified. Treat domestic and international platforms separately. Never report an attempted click as a successful search/export/download. Keep publication date, online-first date and indexing date distinct. Missing fields stay missing.

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File metadata

name: cnki-researcher
description: Coordinate a CNKI literature workflow from search and screening to evidence-based reading and citation export.

View original text

---
name: cnki-researcher
description: Coordinate a CNKI literature workflow from search and screening to evidence-based reading and citation export.
---

# CNKI research workflow

Use the sibling cnki-* skills when installed; read each before its stage.
If one is missing, report the missing module and perform only stages supported
by the available tools. These are instructions, not automatic subagent spawning.

1. State the database, query/fields, period, sort, requested count and citation scope.
Default to Chinese journal articles. For “since 2023” use 2023-01-01 through today.
2. Use cnki-search or cnki-advanced-search, cnki-navigate-pages and cnki-parse-results.
Freeze a unique, source-linked result list before screening; retain site rank.
3. Select the requested subset based on title/abstract relevance to the question.
Explain selection and retain original list numbers. Do not substitute newer or
better-known papers outside the list without clearly reporting the change.
4. Use cnki-paper-detail. Full-text analysis requires retrieved readable full text;
otherwise label abstract/preview analysis and identify missing evidence.
When downloads are requested, use cnki-download with PDF as the default.
Create the local Downloads/CNKI/YYYY-MM-DD folder first (user's local date;
respect a supplied destination), then save and verify files there. Reuse the
current session and follow cnki-download's bounded progress-based waiting.
Preserve an explicit user format choice; otherwise do not substitute CAJ
when PDF is unavailable. Continue accessible items and report the shortfall.
5. Use cnki-export for the requested citation set. If “export the citations” is
unspecified, export the listed set and a separate selected-subset file.
6. Before delivery compare all titles/identifiers against extracted records,
ensure no duplicate filler entries, and verify exported counts and file paths.
7. Return the search manifest, result list, reading analysis, .bib artifact and
any limitations. Never claim a blocked stage completed.

## Durable screening, comparison and resume

When the user requests screening tables, empirical comparisons, or resumable work,
use cnki-resume from task start and save each verified result immediately. Use
cnki-screening for criterion-linked include/exclude/uncertain decisions, and
cnki-evidence-table for per-field evidence with page/section locators. Follow their
shared schema; use one task file through these stages. Existing local readable
papers can be analyzed without downloading again. Missing sibling modules are
reported, never implicitly installed.

On continuation, read the existing queue before any web action. Reuse completed
records and verified files; inspect running transfers before retry. Preserve the
original query/criteria and selection scope. Export the workbook even if access
blocks some records, while explicitly reporting unfinished work and abstract-only
analysis. Do not claim structural evidence validation proves scholarly accuracy.

## Browser and access

Optional paid screening: use cnki-jev only when installed and explicitly enabled
for this task with an authorized title/abstract upload scope and budget. Read its
SKILL.md before use. Otherwise keep the baseline workflow. Jev proposals do not
replace frozen criteria, source evidence, or the existing screening ledger.

Use the user's available browser connector. Claude Code: Chrome DevTools MCP
(list pages → select page → take snapshot → interact). Codex: use its available
browser skill/tool and documented API. WorkBuddy: the `browser-skill` CLI (`bsk`)
— `bsk session start` → `bsk navigate <url> --session <id>` → `bsk snapshot` →
interact → `bsk session stop <id>` (mandatory, even on error paths). Read that
tool's instructions first; do not assume Chrome DevTools names exist in the other
runtimes. If no connector is available, report the missing dependency, without
installing it implicitly.

Start at an already-open CNKI official/authorized institutional entry. Otherwise
**default to the domestic CNKI site**, in this order:
1. https://kns.cnki.net/kns8s/defaultresult/index — domestic 检索 entry (verified
working: renders 主题 + 学术期刊 controls and the result table, and honours an
institutional login).
2. https://www.cnki.net/ — domestic homepage, only if the entry above is unreachable.

Never start at an overseas mirror (oversea.cnki.net, global.cnki.net,
data.oversea.cnki.net, scholar.cnki.net, ar.oversea.cnki.net or similar).
Detection: if the page title is "CNKI Overseas" or the host contains `oversea`,
you are on the international platform — www.cnki.net may silently redirect there
depending on the network exit point. Navigate straight to the kns.cnki.net entry
above instead of staying on the mirror.
Preserve the current institution route and observed links; do not reconstruct
proxy URLs or trust a hostname solely because it contains "cnki".
Inspect current visible controls before acting; refresh observations after navigation.
Do not invent selectors, search API payloads, article URLs, download hashes or session tokens.
Use read-only DOM extraction only if supported and grounded in observed markup.
If an operation fails twice without progress, preserve completed records and report
the blocker. Login and CAPTCHA require user intervention under the runtime policy;
do not evade detection or bypass access controls. Do not export cookies or credentials.
Close owned temporary tabs when finished, retaining only a page needed for user handoff.

### Overseas fallback (last resort only)
Fall back to an overseas mirror only when the domestic site is genuinely
unreachable or blocked for the user — for example kns.cnki.net times out, returns
a network/ISP block page, or shows an access blocker with no institutional route
available. When that happens:
1. Tell the user explicitly that the domestic site failed, state the observed
reason (timeout, block page, missing institution entitlement), and say you are
switching to the international platform.
2. Record which platform produced every result: the overseas edition indexes a
different corpus, so counts, full text and export formats are not comparable
with domestic CNKI results.
3. Re-check whether an authorized domestic route exists before continuing; if the
user has one, ask before settling for the overseas edition.
Do not treat a plain redirect to oversea.cnki.net as "the domestic site is down"
by itself — navigate to the kns.cnki.net entry first.

## Evidence
This release is a UI-guided workflow, not a tested site scraper. In development,
www.cnki.net redirected to oversea.cnki.net; Chinese language selection reached
/chn/, exposing 主题, 搜索, 高级检索 and 出版物检索. Clicking 高级检索 on the
overseas platform triggered a puzzle CAPTCHA before query submission.
A later run opened https://kns.cnki.net/kns8s/defaultresult/index directly: the
domestic 检索 page rendered 主题/学术期刊 controls and a result table, an
institutional login was recognised, and a 主题 keyword search returned 总库 /
学术期刊 / 学位论文 counts without a CAPTCHA. The domestic entry is therefore the
verified default; the overseas platform is fallback only (see above).
Domestic full-text download and export controls remain unverified. Treat domestic
and international platforms separately. Never report an attempted click as a
successful search/export/download. Keep publication date, online-first date and
indexing date distinct. Missing fields stay missing.

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Price & running costs

Get the skill: Price unconfirmed
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License: MIT
Price unconfirmed: We have not confirmed a price for this skill. Existing source and install links remain available.

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Skill source recorded

Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.

Review before install: Avoid automatic install

License: MIT

Dependency or permission surface needs review
Permission surface may require sandboxing
Low GitHub adoption signal
AI review approval is missing
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
GitHub adoption: 20 GitHub stars
Stars/forks activity: 20 stars, 2 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution
Review status: AI review approval is missing

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Source & usage notes

IndexedStatic Checked

Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.

Source repository: longkou1988/cnki-skills
License: MIT
Version: Unknown
Last GitHub push: Sep 21, 2026
Registry updated: Sep 24, 2026
Instruction path: skills/cnki-researcher/SKILL.md @ d1eb47c6b907

Version reported in registry metadata; check source releases before relying on it.

Quality

54/100

Needs review

Trust

57/100

Do not auto-install

Audit

70/100

Needs review

Open full audit View eval report

Dependency or permission surface needs review
Permission surface may require sandboxing
Low GitHub adoption signal
AI review approval is missing
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
GitHub adoption: 20 GitHub stars
Stars/forks activity: 20 stars, 2 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution
Review status: AI review approval is missing

Verified installs: —
Outcomes: —

Copies are not installs. Installation counts require a reported successful installation; they are not a blanket quality guarantee.

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More details

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    "Dependency or permission surface needs review",
    "Permission surface may require sandboxing",
    "AI review approval is missing",
    "Quality score needs review"
  ],
  "agent_contract": {
    "task_input": "Use cnki-researcher in an agent workflow",
    "recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first.",
    "install_policy": "block",
    "minimum_review_before_use": [
      "Trust: 65/100 Manual review",
      "Audit: 70/100 Needs review",
      "Safety: 22/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
    "expected_agent_output": {
      "selected_skill": "longkou1988-cnki-researcher (cnki-researcher)",
      "install_command": "npx skills add longkou1988/cnki-skills --skill cnki-researcher",
      "risk_summary": "Needs review; Blocked for auto-install; Review before production",
      "verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
    }
  },
  "outcome_feedback": {
    "endpoint": "https://www.openagentskill.com/api/agent/outcome",
    "method": "POST",
    "requires_resolve_event_id": true,
    "event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
    "expected_outcomes": [
      "success",
      "failed",
      "not_relevant",
      "blocked_by_risk",
      "setup_required"
    ],
    "payload_template": {
      "event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
      "skill_slug": "longkou1988-cnki-researcher",
      "task": "Use cnki-researcher in an agent workflow",
      "agent": "codex",
      "outcome": "success",
      "install_used": true,
      "risk_blocked": false,
      "setup_required": false,
      "task_success": true,
      "output_quality": 4,
      "error_type": null,
      "human_review_required": false,
      "workspace": "sandbox",
      "time_to_useful_ms": 120000,
      "notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
    }
  },
  "endpoints": {
    "web": "https://www.openagentskill.com/skills/longkou1988-cnki-researcher",
    "api": "https://www.openagentskill.com/api/agent/skills/longkou1988-cnki-researcher",
    "audit": "https://www.openagentskill.com/skills/longkou1988-cnki-researcher/audit",
    "eval": "https://www.openagentskill.com/api/agent/evals?slug=longkou1988-cnki-researcher&task=Use%20cnki-researcher%20in%20an%20agent%20workflow&max_risk=medium",
    "resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20cnki-researcher%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
    "receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20cnki-researcher%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
    "install": "https://www.openagentskill.com/api/skills/longkou1988-cnki-researcher/install",
    "manifest": "https://www.openagentskill.com/api/registry/manifest/longkou1988-cnki-researcher"
  }
}

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Creator: longkou1988
Source: longkou1988/cnki-skills
Indexed by: OpenAgentSkill community index

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[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/longkou1988-cnki-researcher?metric=listed&label=Listed)](https://www.openagentskill.com/skills/longkou1988-cnki-researcher?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/longkou1988-cnki-researcher?metric=trust&label=Trust)](https://www.openagentskill.com/skills/longkou1988-cnki-researcher?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/longkou1988-cnki-researcher?metric=audit&label=Audit)](https://www.openagentskill.com/skills/longkou1988-cnki-researcher/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/longkou1988-cnki-researcher?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/longkou1988-cnki-researcher?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)

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Overview

CNKI research workflow

Durable screening, comparison and resume

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