io.github.PrinceGabriel-lgtm/freshcontext

Tools

• evaluate_context

  Evaluate caller-provided candidate context and return decision-ready output. This is the primary FreshContext judgment path: it does not fetch, crawl, scrape, browse, read folders, or call adapters.

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• extract_arxiv

  Search arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts.

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• extract_changelog

  Update history for any product. Accepts a GitHub repo URL or an npm package name. Returns version numbers, release dates, and entries.

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• extract_company_landscape

  Most complete single-call company intelligence: SEC 8-K filings + USASpending federal contracts + GDELT global news + product changelog + Stooq quote data. 5 unique sources.

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• extract_finance

  No-key stock quote data via Stooq. Accepts comma-separated ticker symbols and returns quote/OHLC/volume observations with timestamps.

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• extract_finance_landscape

  Composite financial intelligence: Stooq quote data + HN sentiment + Reddit discussion + GitHub ecosystem + product changelog. 5-source unified report.

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• extract_gdelt

  Global news intelligence from GDELT. Monitors news from every country in 100+ languages, updated every 15 minutes. Returns articles with source country, language, date.

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• extract_gebiz

  Singapore Government procurement opportunities (GeBIZ via data.gov.sg). Search by keyword, agency name, or empty for all recent tenders.

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• extract_github

  Extract real-time data from a GitHub repository — README, stars, forks, last commit, topics. Returns timestamped freshcontext.

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• extract_gov_landscape

  Composite government intelligence: federal contract awards (USASpending) + dev community awareness (HN) + GitHub repo activity + product release velocity (changelog). 4-source unified report.

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• extract_govcontracts

  US federal contract awards from USASpending.gov. Search by company name (e.g. 'Palantir'), keyword, or NAICS code. Returns amounts, dates, agencies.

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• extract_hackernews

  Extract top stories or search results from Hacker News. The url field accepts an HN/Algolia URL or a plain search query.

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• extract_idea_landscape

  Idea validation composite: HN pain signals + YC funded competitors + GitHub crowding + jobs market signal + npm/PyPI ecosystem + Product Hunt launches. 6 sources.

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• extract_landscape

  Composite tool. Queries GitHub + HN + npm simultaneously. Returns a unified landscape report with each source's own freshness.

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• extract_producthunt

  Extract recent Product Hunt launches by keyword/topic search or a PH URL. Returns name, tagline, votes, comment count, topics, and launch date per result.

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• extract_reddit

  Extract recent posts from a subreddit (e.g. 'r/MachineLearning') or a Reddit search/listing URL. Returns title, subreddit, author, score, comment count, and post date per result.

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• extract_scholar

  Extract research results (title, authors, year, snippet) from a Google Scholar search URL. Scholar exposes only the publication year, not an exact date, so freshness confidence is capped at medium.

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• extract_sec_filings

  SEC 8-K filings via EDGAR full-text search. 8-K = legally mandated material event disclosures (CEO changes, M&A, breaches). Pass company name, ticker, or keyword.

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• extract_yc

  Scrape YC company listings from a ycombinator.com/companies search URL. Returns name, batch, status, tags, and description per company. Freshness is unknown — YC listings carry no reliable per-company update date.

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• package_trends

  npm and PyPI package metadata — version history, release cadence, last updated.

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• search_jobs

  Search for real-time job listings with freshness badges on every result. Sources: Remotive + HN Who is Hiring.

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• search_repos

  Search GitHub for repositories matching a keyword. Returns top results by stars.

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