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data-ingestion

Collect and normalize timestamped sports-betting inputs for Doctore.

Skill by doctore-sports

IndexedMIT
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Install

Works with Claude Code. Read the repository before you give any tool access to your data.

npx agentmarket install skill/jambovisuaalit-data-ingestion

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Collect and normalize timestamped sports-betting inputs for Doctore. Use when the user asks to fetch, refresh, scrape, import, or structure odds or kertoimet, schedules, injuries, weather, lineups, starting pitchers, goalies, event status, or market timestamps before analysis.

Use cases: data

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/data-ingestion

Tools it pre-approves 6

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

  • Read
  • Grep
  • Glob
  • WebSearch
  • WebFetch
  • Bash(python:*)

What's inside

Skill name
data-ingestion
Description
Collect and normalize timestamped sports-betting inputs for Doctore. Use when the user asks to fetch, refresh, scrape, import, or structure odds or kertoimet, schedules, injuries, weather, lineups, starting pitchers, goalies, event status, or market timestamps before analysis.
License
MIT
Compatibility
Agent Skills filesystem. Python 3.11+ for bundled validators. Network tools are required only when current external data must be fetched.
Allowed tools
Read, Grep, Glob, WebSearch, WebFetch, Bash(python:*)
Metadata
author: doctore-sports · version: 2.0.0 · category: data
Instructions
28 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts
  • Pre-approves some shell commands

Files (5)

  • SKILL.md
  • freshness-policy.md · references/
  • input-contract.md · references/
  • source-policy.md · references/
  • validate_snapshot.py · scripts/

SKILL.md (first lines)

# Data ingestion

Build an auditable input package. Do not calculate a bet from prose summaries or untimestamped prices.

## Workflow

1. Identify the event, competition, start time, status, participants, and venue.
2. Capture the complete market outcome set from one book and synchronized snapshot.
3. Capture the external model output and its version separately from market data.
4. Add sport-specific confirmations only for the requested sport.
5. Record source, source timestamp, and retrieval timestamp for every volatile input.
6. Run `scripts/validate_snapshot.py INPUT.json`.
7. Send valid output to `data-quality-gate`. Return `BLOCKED` on critical validation errors.

## Load references only when needed

- Read `references/input-contract.md` when creating or mapping an input schema.
- Read `references/freshness-policy.md` when deciding whether data is stale.
- Read `references/source-policy.md` when selecting or reconciling external sources.

## Boundaries

- Do not create a model probability.
- Do not mix prices from different lines or settlement rules.
- Do not claim a current price without a current timestamp.
- Do not load sport references unrelated to the requested event.

From Jambovisuaalit/doctore, MIT.

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Forks
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Open issues
3
Last commit (this folder)
Jul 23, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
2.0.0
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

data-ingestion skill. Agent Mart. https://agentmart.dev/skills/jambovisuaalit-data-ingestion (last updated 2026-10-24)