TimesFM Forecasting
google-research/timesfm
Forecasts any univariate time series zero-shot with Google's TimesFM model, returning point forecasts and calibrated prediction intervals without training.
Crawl CNKI getGroupData for a specific keyword, keep only non-empty group results, and generate a trend-analysis report with charts focused on the current year, recent yearly momentum, topic…
Install Cnki Trend
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill cnki-trend -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit cnki-trend --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'综合学术部署包/03_CNKI选题与中文文献Skills/cnki-trend' .claude/skills/cnki-trend && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "cnki-trend" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/03_CNKI%E9%80%89%E9%A2%98%E4%B8%8E%E4%B8%AD%E6%96%87%E6%96%87%E7%8C%AESkills/cnki-trend into .claude/skills/cnki-trend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cnki-trend", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/03_CNKI%E9%80%89%E9%A2%98%E4%B8%8E%E4%B8%AD%E6%96%87%E6%96%87%E7%8C%AESkills/cnki-trendType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill cnki-trend -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit cnki-trend --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'综合学术部署包/03_CNKI选题与中文文献Skills/cnki-trend' .agents/skills/cnki-trend && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cnki-trend" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/03_CNKI%E9%80%89%E9%A2%98%E4%B8%8E%E4%B8%AD%E6%96%87%E6%96%87%E7%8C%AESkills/cnki-trend into .agents/skills/cnki-trend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cnki-trend", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill cnki-trend -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit cnki-trend --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'综合学术部署包/03_CNKI选题与中文文献Skills/cnki-trend' .cursor/skills/cnki-trend && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "cnki-trend" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/03_CNKI%E9%80%89%E9%A2%98%E4%B8%8E%E4%B8%AD%E6%96%87%E6%96%87%E7%8C%AESkills/cnki-trend into .cursor/skills/cnki-trend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cnki-trend", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Drchronx/ai-agent-research-starter-kit.git --path '综合学术部署包/03_CNKI选题与中文文献Skills/cnki-trend'--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill cnki-trend -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit cnki-trend --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'综合学术部署包/03_CNKI选题与中文文献Skills/cnki-trend' .gemini/skills/cnki-trend && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "cnki-trend" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/03_CNKI%E9%80%89%E9%A2%98%E4%B8%8E%E4%B8%AD%E6%96%87%E6%96%87%E7%8C%AESkills/cnki-trend into .gemini/skills/cnki-trend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cnki-trend", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Drchronx/ai-agent-research-starter-kit cnki-trendInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill cnki-trend -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/'综合学术部署包/03_CNKI选题与中文文献Skills/cnki-trend' .github/skills/cnki-trend && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "cnki-trend" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/03_CNKI%E9%80%89%E9%A2%98%E4%B8%8E%E4%B8%AD%E6%96%87%E6%96%87%E7%8C%AESkills/cnki-trend into .github/skills/cnki-trend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cnki-trend", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill cnki-trend -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit cnki-trend --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'综合学术部署包/03_CNKI选题与中文文献Skills/cnki-trend' .opencode/skills/cnki-trend && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "cnki-trend" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/03_CNKI%E9%80%89%E9%A2%98%E4%B8%8E%E4%B8%AD%E6%96%87%E6%96%87%E7%8C%AESkills/cnki-trend into .opencode/skills/cnki-trend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cnki-trend", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
cnki-trend- GitHub stars
- 137
- Token cost
- ~752 tokens
- SKILL.md length
- 221 words
- Files
- 3 (incl. scripts)
- Skills in repo
- 36
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Crawl CNKI getGroupData for a specific keyword, keep only non-empty group results, and generate a trend-analysis report with charts focused on the current year, recent yearly momentum, topic…
- Works in 2 steps: Install the local dependencies if needed → Run the report script
- The user asks for a CNKI keyword trend report
- SKILL.md covers Workflow, Behavior, Parameters and Interpretation Rules
- Runs Python scripts from its folder; calls python
What it does
Cnki Trend is an agent skill from Drchronx/ai-agent-research-starter-kit. Crawl CNKI getGroupData for a specific keyword, keep only non-empty group results, and generate a trend-analysis report with charts focused on the current year, recent yearly momentum, topic concentration, subject and journal concentration, author and institution distribution, and fund signals. Use when the user asks for a CNKI keyword trend report, a 知网关键词趋势分析, a 年度趋势汇报, or wants CNKI data fetched first and then interpreted.
Its SKILL.md is about 750 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/cnki_keyword_trend_report.py`).
It sits in Data & Analytics, covering Forecasting and time series. The repository describes itself as: AI Agent 科研全流程教学包，能教学生从零部署 Codex、Claude Code、OpenClaw、Hermes 等 Agent，学会使用 Skills、飞书、AMiner、AI4Scholar、Zotero、Obsidian…
When your agent uses it
- The user asks for a CNKI keyword trend report
- Wants CNKI data fetched first and then interpreted
Example prompts
- “/cnki-trend”
Requirements
- Python 3
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Install the local dependencies if needed
- Run the report script
What it can do on your machine
Read from SKILL.md and the folder at commit aab1133. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Cnki Trend loads about 752 tokens when it runs. Until then it costs about 111 tokens; SKILL.md has 221 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 221 words (~752 tokens).
- name
- cnki-trend
Files
SKILL.md and 2 other files (scripts) in 综合学术部署包/03_CNKI选题与中文文献Skills/cnki-trend of Drchronx/ai-agent-research-starter-kit.
- SKILL.md
- scripts/cnki_keyword_trend_report.py
- scripts/requirements.txt
Open the folder on GitHubat commit aab1133
Compare with similar skills
Cnki Trend next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cnki Trend this skillDrchronx/ai-agent-research-starter-kit | 137 | — | ~752 | Automated safety check: Pass | Custom licence | |
| TimesFM Forecastinggoogle-research/timesfm | 34k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | |
| StatsmodelszLanqing/codex-claude-academic-skills | 4.7k | 15 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | |
| Timesfm ForecastingzLanqing/codex-claude-academic-skills | 4.7k | 3 repos | ~7.5k | Automated safety check: Notes | Apache-2.0 | |
| Find Hypertable Candidatestimescale/pg-aiguide | 1.9k | 1 repos | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Pensieve Searcharkohut/pensieve | 1.4k | — | ~8.2k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Cnki Trend
What does Cnki Trend do?
Crawl CNKI getGroupData for a specific keyword, keep only non-empty group results, and generate a trend-analysis report with charts focused on the current year, recent yearly momentum, topic…. Cnki Trend is an agent skill from Drchronx/ai-agent-research-starter-kit. Crawl CNKI getGroupData for a specific keyword, keep only non-empty group results, and generate a trend-analysis report with charts focused on the current year, recent yearly momentum, topic concentration, subject and journal concentration, author and institution distribution, and fund signals.
When should I use Cnki Trend?
Cnki Trend fits situations like: the user asks for a CNKI keyword trend report; wants CNKI data fetched first and then interpreted.
How do I install Cnki Trend in Claude Code?
Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill cnki-trend -a claude-code`. Or copy the skill folder (综合学术部署包/03_CNKI选题与中文文献Skills/cnki-trend in Drchronx/ai-agent-research-starter-kit) into .claude/skills/cnki-trend in your project. Claude Code loads it when a task matches its description.
How do I install Cnki Trend in Codex?
Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill cnki-trend -a codex`. Or copy the skill folder (综合学术部署包/03_CNKI选题与中文文献Skills/cnki-trend in Drchronx/ai-agent-research-starter-kit) into .agents/skills/cnki-trend in your project. Codex loads it when a task matches its description.
Can I use Cnki Trend in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Drchronx/ai-agent-research-starter-kit --skill cnki-trend -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cnki-trend, .gemini/skills/cnki-trend, .github/skills/cnki-trend and .opencode/skills/cnki-trend in your project.
What does Cnki Trend need to run?
Going by SKILL.md and its folder, Cnki Trend needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Cnki Trend access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Cnki Trend safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Cnki Trend use?
Cnki Trend has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Cnki Trend use?
About 752 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Cnki Trend?
Skills that share tags, products or a category with Cnki Trend: TimesFM Forecasting (google-research/timesfm, 34k stars), Statsmodels (zLanqing/codex-claude-academic-skills, 4.7k stars), Timesfm Forecasting (zLanqing/codex-claude-academic-skills, 4.7k stars) and Find Hypertable Candidates (timescale/pg-aiguide, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cnki Trend?
Drchronx (a GitHub user) maintains it in Drchronx/ai-agent-research-starter-kit, which has 137 GitHub stars. The repository holds 36 skills in this directory. The repository was last updated on May 19, 2026.
Source: Drchronx/ai-agent-research-starter-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.