Agent skill

Alphaear Predictor

by ninehills in ninehills/skills

Market prediction skill using Kronos. An agent skill from ninehills/skills.

No licenceAuto-check passedData & Analytics

Install Alphaear Predictor

skills CLI
$ npx skills add ninehills/skills --skill alphaear-predictor -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ninehills/skills alphaear-predictor --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ninehills/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/alphaear-predictor .claude/skills/alphaear-predictor && rm -rf skills-src

Use ~/.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/

Facts

Skill name
alphaear-predictor
GitHub stars
281
Used in
2 other repos
Token cost
~531 tokens
SKILL.md length
172 words
Files
41 (incl. scripts, references)
Skills in repo
38
Repo updated
First seen
Licence
None found

At a glance

Market prediction skill using Kronos. An agent skill from ninehills/skills.

  • Works in 2 steps: Forecast Market Trends → Forecast Market Trends
  • User needs finance market time-series forecasting
  • SKILL.md covers Overview, Capabilities, Configuration and Dependencies
  • Runs Python scripts from its folder

What it does

Alphaear Predictor is an agent skill from ninehills/skills. Market prediction skill using Kronos. Use when user needs finance market time-series forecasting or news-aware finance market adjustments.

Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. The skill folder holds 47 other files, including scripts and reference files (for example `references/PROMPTS.md`, `scripts/__init__.py` and `scripts/forecast_agent.py`).

It sits in Data & Analytics, covering Forecasting and time series.

When your agent uses it

  • User needs finance market time-series forecasting
  • News-aware finance market adjustments

Example prompts

  • “/alphaear-predictor”

Requirements

  • Python 3

Workflow steps

2 steps, taken from the step headings in SKILL.md.

  1. Forecast Market Trends
  2. Forecast Market Trends

What it can do on your machine

Read from SKILL.md and the folder at commit f3e82a7. 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 12 files in scripts/ (Python, from the files we listed), which the agent can run.

    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

Alphaear Predictor loads about 531 tokens when it runs, and up to ~795 if it reads all its reference files. Until then it costs about 39 tokens; SKILL.md has 172 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~39
When it runs · the whole SKILL.md, loaded when a task matches
~531
With references · SKILL.md plus every file in references/, read only if the agent opens them
~795

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 172 words (~531 tokens).

“This skill utilizes the Kronos model (via KronosPredictorUtility) to perform time-series forecasting and adjust predictions based on news sentiment.”

— opening of SKILL.md by ninehills
name
alphaear-predictor

Read the full SKILL.md on GitHub

Files

SKILL.md and 40 other files (scripts, references) in alphaear-predictor of ninehills/skills.

  • SKILL.md
  • references/PROMPTS.md
  • scripts/__init__.py
  • scripts/forecast_agent.py
  • scripts/json_utils.py
  • scripts/kronos_predictor.py
  • scripts/predictor/exports/models/kronos_news_v1_20260101_0015.pt
  • scripts/predictor/model/__init__.py
  • scripts/predictor/model/kronos.py
  • scripts/predictor/model/module.py
  • scripts/prompts/fin_agent.py
  • scripts/prompts/forecast_analyst.py
  • scripts/prompts/intent_agent.py
  • scripts/prompts/isq_prompt_generator.py
  • … and 27 more

Open the folder on GitHubat commit f3e82a7

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in ninehills/skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Alphaear Predictor 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.

Alphaear Predictor compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Alphaear Predictor this skillninehills/skills2812 repos~531Automated safety check: PassNone
TimesFM Forecastinggoogle-research/timesfm34k—~4.7kAutomated safety check: PassApache-2.0
Timesfm ForecastingzLanqing/codex-claude-academic-skills4.6k6 repos~7.5kAutomated safety check: NotesApache-2.0
StatsmodelszLanqing/codex-claude-academic-skills4.6k16 repos~4.9kAutomated safety check: PassBSD-3-Clause
Find Hypertable Candidatestimescale/pg-aiguide1.9k1 repos~2.6kAutomated safety check: PassApache-2.0
Pensieve Searcharkohut/pensieve1.4k—~8.2kAutomated safety check: PassApache-2.0

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Questions about Alphaear Predictor

What does Alphaear Predictor do?

Market prediction skill using Kronos. An agent skill from ninehills/skills. Alphaear Predictor is an agent skill from ninehills/skills. Market prediction skill using Kronos.

When should I use Alphaear Predictor?

Alphaear Predictor fits situations like: user needs finance market time-series forecasting; news-aware finance market adjustments.

How do I install Alphaear Predictor in Claude Code?

Run `npx skills add ninehills/skills --skill alphaear-predictor -a claude-code`. Or copy the skill folder (alphaear-predictor in ninehills/skills) into .claude/skills/alphaear-predictor in your project. Claude Code loads it when a task matches its description.

How do I install Alphaear Predictor in Codex?

Run `npx skills add ninehills/skills --skill alphaear-predictor -a codex`. Or copy the skill folder (alphaear-predictor in ninehills/skills) into .agents/skills/alphaear-predictor in your project. Codex loads it when a task matches its description.

Can I use Alphaear Predictor 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 ninehills/skills --skill alphaear-predictor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/alphaear-predictor, .gemini/skills/alphaear-predictor, .github/skills/alphaear-predictor and .opencode/skills/alphaear-predictor in your project.

What does Alphaear Predictor need to run?

Going by SKILL.md and its folder, Alphaear Predictor needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Alphaear Predictor 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 Alphaear Predictor 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 Alphaear Predictor use?

No licence was found for Alphaear Predictor or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Alphaear Predictor use?

About 531 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 264 tokens, read only when the agent opens those files.

What are the alternatives to Alphaear Predictor?

Skills that share tags, products or a category with Alphaear Predictor: TimesFM Forecasting (google-research/timesfm, 34k stars), Timesfm Forecasting (zLanqing/codex-claude-academic-skills, 4.6k stars), Statsmodels (zLanqing/codex-claude-academic-skills, 4.6k 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 Alphaear Predictor?

ninehills (a GitHub user) maintains it in ninehills/skills, which has 281 GitHub stars. The repository holds 38 skills in this directory. The repository was last updated on June 22, 2026.

Source: ninehills/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.