INTEGRATIONS Connect a source

Plug into what you already run.

Foreshock meets your communication where it lives. Feeds, chat, social and a one-shot API, with vision close behind. For chat sources we store only vectors and scores, never the text or its metadata. Don't see what you need? Contact us - we may have it on our radar or a research preview available.

\\ Live

RSS / ATOM

Subscribe to any standard feed. Titles, excerpts and as many sentences as fill the embedder context are scored. Guards against temporal misattribution and rate-limits runaway apps.

# Live

Slack

Log into channels and watch valence build and shift over time. Only vectors and scores are stored, never text or metadata.

Live

Discord

Monitor servers and channels the same way as Slack, with the same store-nothing-but-geometry guarantee.

@ Live

Mastodon

Watch a phrase like a keyword, or follow posts from an account, and score them as they arrive.

Live

Bluesky

Track accounts or terms across the network. More platforms are added as demand warrants.

{ } Live

One-Shot API

Any text up to the embedder context limit. For ad-hoc integrations, shell scripts, or whatever you want to score. Song lyrics are fun.

soon

Official n8n

Wire Foreshock into automation flows. Available on Tectonic and above because it requires guaranteed webhook delivery.

soon

Webhooks

Set up a webhook on a publicly accessible IP or domain foreshock can contact with events, and control what triggers them. Available as guaranteed or best-effort, depending on the plan.

soon

Browser Extension

On-demand one-shot scoring from anywhere in your browser. LinkedIn users will reach for this when it ships.

Live

GitHub Interactions

Analyze user-contributed content on the platform itself, or select repository files for bulk analysis.

soon

X

Requires an on-premise or own-hardware arrangement and your own X developer API key. Contact us to set it up; requires on-premise deployment.

soon

Vision

Images in the same unified vector space as text, using Nomic Vision with open alignment weights.

Fractional

On-prem

Run the sensor stack on your own hardware. Same support, same benefits. Required for certain APIs with strict access restrictions.


Coming soon: Run the entire UI, too. Owned license options available soon.

· One-shot explorer

Try it. Watch the geometry, not the text.

Type or paste a phrase. Foreshock returns similarity scores across emotional dimensions and discards the vectors the moment scoring is done. This explorer is an illustrative, in-browser display room floor stand-in for the real geometric engine.

● ONE-SHOT CLASSIFIER nomic-text-1.5 · 768-dim

Per our terms, a user's computer can never call us directly. Requests come from you and carry your API key.

01 RSS parsing

Feed content, scored and cited.

Foreshock subscribes to a standard RSS or ATOM feed, guards against temporal misattribution, and rate-limits against runaway apps. Titles, excerpts and then as many sentences as fit the embedder context are embedded. We preserve the feed entry and the specimen text for citation, score the prepared text, and write the data.

RSS · PIPELINE
Subscribe
ok
Embed
ctx
Score
write
02 Chat Content: Vibed & Tracked

Store no conversational content, remember the sentiment.

This logs into Slack or Discord channels and monitors the valence of communication as it builds and changes over time. Unlike RSS, we store only vectors and scores for chat, never the text and never the metadata. You watch the trend; we keep none of the words.

CHAT · VALENCE OVER TIME

vectors + scores retained · 0 bytes of text

03 Social Platform Telemetry

Watch a phrase, or an account.

Track a keyword or posts from an account on Mastodon or Bluesky. Other platforms arrive as demand warrants. X requires an on-premise or own-hardware arrangement and your own X developer API key, so contact us to make arrangements. LinkedIn users should reach for the browser extension when it ships.

Arrange X / on-prem
SOURCES
Mastodon Bluesky X · on-prem LinkedIn · soon GitHub
Start scoring

One API key. Every source you run.

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