How do I install the World Cup Forecast skill?

Run npx skillmds@latest add anntnzrb/world-cup-forecast in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is World Cup Forecast safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: executes scripts. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with World Cup Forecast?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is World Cup Forecast free to use?

Yes. Installing skills from SkillMD is free. This skill is licensed under AGPL-3.

Who published World Cup Forecast?

anntnzrb (@anntnzrb) published this skill. Their other Agent Skills are listed on their SkillMD profile.

World Cup Forecast by anntnzrb — Agent Skill

Name: World Cup Forecast
Rating: 4.5 (4 reviews)
Author: anntnzrb

File contents

world-cup-forecast

AI-facing live World Cup forecast CLI. It emits exactly one JSON object per run; do not answer from memory when this skill triggers.

Entry point

uv run --script <skill-dir>/scripts/cli.py ...

Core rules

Use match for one fixture and today for a date slate
Treat stdout as machine JSON only; no table/prose mode exists
Trust freshness before every forecast: stale or failed source rows reduce confidence
Recent form is primary: group-stage points, GD, GF/GA, player leader output, optional xG/odds snippets
Elo-only models are not primary and are not emitted by v0
xG and odds are opportunistic: pass --source-url or --odds-url when an agent already has a live page URL

Commands

uv run --script <skill-dir>/scripts/cli.py --help
uv run --script <skill-dir>/scripts/cli.py schema
uv run --script <skill-dir>/scripts/cli.py today --date 20260629
uv run --script <skill-dir>/scripts/cli.py match --team-a Brazil --team-b Japan --date 20260629
uv run --script <skill-dir>/scripts/cli.py match --team-a Brazil --team-b Japan --source-url <preview-url> --odds-url <odds-url>

Required follow-up reads

Need	Read	When
Live command and output schema	`scripts/cli.py` via `schema`	Before forming or consuming a forecast call
Exact flags	`scripts/cli.py` via `--help`	A non-default source or date is needed

Evidence fields to trust most

Top-level:

ok
freshness[]
warnings[]
errors[]
generated_at_utc

Per match:

fixture.status
signals.team_form
signals.player_attack
signals.xg_context
signals.odds
signals.composite
forecast.kind
forecast.exact_score
forecast.scorelines
source_notes

Failure handling

If ok is false, inspect errors[].code and freshness[] before retrying. Use --scoreboard-url, --standings-url, or --stats-url only when ESPN endpoints have moved or a fixture endpoint must be injected for validation. Missing xG or odds does not invalidate a forecast; the corresponding signal reports available: false.

---name: world-cup-forecastdescription: Use when forecasting a World Cup match from current scores, odds, form, xG, players, or source disagreement.license: AGPL-3.0-or-later---# world-cup-forecastAI-facing live World Cup forecast CLI. It emits exactly one JSON object per run; do not answer from memory when this skill triggers.## Entry point```textuv run --script <skill-dir>/scripts/cli.py ...```## Core rules- Use `match` for one fixture and `today` for a date slate- Treat stdout as machine JSON only; no table/prose mode exists- Trust `freshness` before every forecast: stale or failed source rows reduce confidence- Recent form is primary: group-stage points, GD, GF/GA, player leader output, optional xG/odds snippets- Elo-only models are not primary and are not emitted by v0- xG and odds are opportunistic: pass `--source-url` or `--odds-url` when an agent already has a live page URL## Commands```textuv run --script <skill-dir>/scripts/cli.py --helpuv run --script <skill-dir>/scripts/cli.py schemauv run --script <skill-dir>/scripts/cli.py today --date 20260629uv run --script <skill-dir>/scripts/cli.py match --team-a Brazil --team-b Japan --date 20260629uv run --script <skill-dir>/scripts/cli.py match --team-a Brazil --team-b Japan --source-url <preview-url> --odds-url <odds-url>```## Required follow-up reads|Need|Read|When||---|---|---||Live command and output schema|`scripts/cli.py` via `schema`|Before forming or consuming a forecast call||Exact flags|`scripts/cli.py` via `--help`|A non-default source or date is needed|## Evidence fields to trust mostTop-level:- `ok`- `freshness[]`- `warnings[]`- `errors[]`- `generated_at_utc`Per match:- `fixture.status`- `signals.team_form`- `signals.player_attack`- `signals.xg_context`- `signals.odds`- `signals.composite`- `forecast.kind`- `forecast.exact_score`- `forecast.scorelines`- `source_notes`## Failure handlingIf `ok` is false, inspect `errors[].code` and `freshness[]` before retrying. Use `--scoreboard-url`, `--standings-url`, or `--stats-url` only when ESPN endpoints have moved or a fixture endpoint must be injected for validation. Missing xG or odds does not invalidate a forecast; the corresponding signal reports `available: false`.

Frequently asked questions

World Cup Forecast