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.
A skill your agent uses when a 《数量经济技术经济研究》 (JQTE) manuscript makes a forecasting or prediction claim — macro forecasting, business-cycle / sentiment indices, mixed-frequency nowcasting, or…
Install Jqte Forecasting
$ npx skills add franklee16/academic-research-skills --skill jqte-forecasting -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jqte-forecasting --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting .claude/skills/jqte-forecasting && 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 "jqte-forecasting" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting into .claude/skills/jqte-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-forecasting", 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/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecastingType 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 franklee16/academic-research-skills --skill jqte-forecasting -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jqte-forecasting --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting .agents/skills/jqte-forecasting && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jqte-forecasting" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting into .agents/skills/jqte-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-forecasting", 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 franklee16/academic-research-skills --skill jqte-forecasting -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jqte-forecasting --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting .cursor/skills/jqte-forecasting && 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 "jqte-forecasting" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting into .cursor/skills/jqte-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-forecasting", 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/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting--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 franklee16/academic-research-skills --skill jqte-forecasting -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jqte-forecasting --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting .gemini/skills/jqte-forecasting && 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 "jqte-forecasting" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting into .gemini/skills/jqte-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-forecasting", 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 franklee16/academic-research-skills jqte-forecastingInstalls 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 franklee16/academic-research-skills --skill jqte-forecasting -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting .github/skills/jqte-forecasting && 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 "jqte-forecasting" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting into .github/skills/jqte-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-forecasting", 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 franklee16/academic-research-skills --skill jqte-forecasting -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills jqte-forecasting --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting .opencode/skills/jqte-forecasting && 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 "jqte-forecasting" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting into .opencode/skills/jqte-forecasting/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-forecasting", 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
jqte-forecasting- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~413 tokens
- SKILL.md length
- 76 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when a 《数量经济技术经济研究》 (JQTE) manuscript makes a forecasting or prediction claim — macro forecasting, business-cycle / sentiment indices, mixed-frequency nowcasting, or…
- Works in 4 steps: 样本划分：训练/验证/测试明确，或采用递归 (recursive) / 滚动… → 基准模型：至少与随机游走 (RW)、AR(p)、或一个简单基准比较——"比… → 误差度量：点预测报 RMSE / MAE / MAPE；方向性预测报方向准确率… → …
- A 《数量经济技术经济研究》 (JQTE) manuscript makes a forecasting
- SKILL.md covers 触发时机, 本刊铁律：样本外评估 + 基准对比, 必备四件套 and 设计要点, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jqte Forecasting is an agent skill from franklee16/academic-research-skills. Use when a 《数量经济技术经济研究》 (JQTE) manuscript makes a forecasting or prediction claim — macro forecasting, business-cycle / sentiment indices, mixed-frequency nowcasting, or model-based prediction. Enforces genuine out-of-sample evaluation (RMSE / MAE / directional accuracy / Diebold-Mariano), a proper benchmark, and a recursive / rolling design. The fastest desk-reject here is reporting in-sample fit only.
Its SKILL.md is about 410 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Data & Analytics, covering Forecasting and time series. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- A 《数量经济技术经济研究》 (JQTE) manuscript makes a forecasting
- Prediction claim — macro forecasting
- Business-cycle / sentiment indices
- Mixed-frequency nowcasting
Example prompts
- “/jqte-forecasting”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 样本划分：训练/验证/测试明确，或采用递归 (recursive) / 滚动 (rolling) 窗口，避免用全样本信息预测过去（信息泄漏）。
- 基准模型：至少与随机游走 (RW)、AR(p)、或一个简单基准比较——"比 naive 模型好"是底线。
- 误差度量：点预测报 RMSE / MAE / MAPE；方向性预测报方向准确率 (directional accuracy) / 混淆矩阵；必要时报区间预测覆盖率。
- 统计显著性：用 Diebold-Mariano（或 Clark-West，嵌套模型）检验预测差异是否显著，而非只看数字大小。
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Jqte Forecasting loads about 413 tokens when it runs. Until then it costs about 106 tokens; SKILL.md has 76 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); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 76 words (~413 tokens).
- name
- jqte-forecasting
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Jqte Forecasting 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 |
|---|---|---|---|---|---|---|
| Jqte Forecasting this skillfranklee16/academic-research-skills | 223 | 1 repos | ~413 | Automated safety check: Pass | None | |
| 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 Jqte Forecasting
What does Jqte Forecasting do?
A skill your agent uses when a 《数量经济技术经济研究》 (JQTE) manuscript makes a forecasting or prediction claim — macro forecasting, business-cycle / sentiment indices, mixed-frequency nowcasting, or…. Jqte Forecasting is an agent skill from franklee16/academic-research-skills. Use when a 《数量经济技术经济研究》 (JQTE) manuscript makes a forecasting or prediction claim — macro forecasting, business-cycle / sentiment indices, mixed-frequency nowcasting, or model-based prediction.
When should I use Jqte Forecasting?
Jqte Forecasting fits situations like: A 《数量经济技术经济研究》 (JQTE) manuscript makes a forecasting; prediction claim — macro forecasting; business-cycle / sentiment indices; mixed-frequency nowcasting.
How do I install Jqte Forecasting in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jqte-forecasting -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting in franklee16/academic-research-skills) into .claude/skills/jqte-forecasting in your project. Claude Code loads it when a task matches its description.
How do I install Jqte Forecasting in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jqte-forecasting -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-forecasting in franklee16/academic-research-skills) into .agents/skills/jqte-forecasting in your project. Codex loads it when a task matches its description.
Can I use Jqte Forecasting 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 franklee16/academic-research-skills --skill jqte-forecasting -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jqte-forecasting, .gemini/skills/jqte-forecasting, .github/skills/jqte-forecasting and .opencode/skills/jqte-forecasting in your project.
What does Jqte Forecasting need to run?
SKILL.md names no scripts, command-line tools or credentials: Jqte Forecasting is instructions for the agent only.
Does Jqte Forecasting 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 Jqte Forecasting 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. Review the folder before installing.
What licence does Jqte Forecasting use?
No licence was found for Jqte Forecasting or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jqte Forecasting use?
About 413 tokens (SKILL.md is roughly 1.7k 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 Jqte Forecasting?
Skills that share tags, products or a category with Jqte Forecasting: 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 Jqte Forecasting?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.