# ochinimus

An independent studio shipping apps for humans and measurement infrastructure
for onchain markets. Everything paid is paid on-chain, per call, with no account
and no API key.

## Paid APIs
- AgentFeed — 52 tools of live crypto market data. Liquidations, funding, open
  interest, orderbook depth, whale prints, Solana on-chain, DeFi, sharp-money
  detection, and a calibrated liquidation forecast. $0.001–$0.10 per call in
  USDC over x402 on Solana or Base. Five of the fifty are free.
  https://x402.ochinimus.app
- AgentFeed on Algorand — a cross-exchange liquidation tape sold per call.
  Volume for one symbol split by exchange and by whether longs or shorts were
  liquidated, a cascade score for whether that volume arrived in one burst or
  spread across the window, the full symbol universe, and per-exchange reporting
  integrity. $0.02–$0.10 per call in USDC on Algorand mainnet.
  https://algo.ochinimus.app/catalog

## How to pay
Both APIs speak x402. Call any paid route without payment and the 402 response
carries the price, the asset, the network and what the payment unlocks. The
Algorand endpoint settles through the GoPlausible facilitator and is listed in
the x402 Bazaar. USDC is ASA 31566704 on Algorand mainnet.

## What the responses tell you
Every response carries its own status. Measured means we asked and got an
answer. Absent means we asked and the market had none, which is a real finding.
Unmeasured means our own lookup failed, and those return 503 and are never
billed. A symbol a tape does not carry comes back unmeasured rather than absent,
because a coverage gap is not a statement about the market.

## The forecast, and how to check it
get_cascade_forecast returns the probability that a symbol will liquidate more
in the next 15 minutes than its own 90th-percentile 15-minute window. It is
calibrated on 28 days of 1.4M liquidations across 799 symbols, which no exchange
publishes and which cannot be reconstructed after the fact.

Three of its tools are free, on purpose. get_cascade_forecast_free returns the
full-quality answer for SOL with nothing withheld. get_forecast_question returns
the exact question in machine-readable form, including how to settle it yourself
from the public exchange feed. get_forecast_record returns the live track
record: every forecast was written down before the window it describes and
settled afterwards from that same public feed, and the raw rows come back with
the score so it can be recomputed rather than believed.

It is a probability edge, not a trading edge. No costs, slippage or exit are
modelled.

## Free data
- Collateral realisability for FAssets on Flare. What agent collateral is marked
  at, what it would fetch if sold, and the gap between them. Read-only, no key.
  https://haircut.ochinimus.app
- Dated findings from live collectors, published without later revision.
  https://data.ochinimus.app/llms.txt
- Tokenized equity peg ticks, 31,228 paired observations, CC BY 4.0.
  https://huggingface.co/datasets/ochinimus/xstocks-peg-ticks
- Trust ratings for tokenized real-world assets.
  https://assay.ochinimus.app

## Open source
- abstain — pre-flight execution guard for agents. Evidence is measured, absent
  or unmeasured, and nothing may be decided on unmeasured. 160 tests, zero
  dependencies, MIT. https://github.com/seekdaseek/abstain
- caliper — the forecaster and the scoring script behind it. Proper scoring
  rules, so base-rate camping, cherry-picking, copying and confidence inflation
  each score worse than answering honestly. 99 tests, zero dependencies, MIT.
  https://github.com/seekdaseek/caliper
- haircut — collateral realisability for FAssets, publishing readings to an
  append-only registry on Flare mainnet that stores refusals as first-class
  entries. 54 tests, MIT. https://github.com/seekdaseek/haircut
- overhang — cross-protocol monitor of Solana lending collateral marked above
  what it can be sold for. MIT. https://github.com/seekdaseek/overhang
- markgap — mark-versus-realisable gap for tokenized equity collateral on
  Solana. MIT. https://github.com/seekdaseek/markgap
- fray — production ML guard for DataHub. Derives each deployed model's data
  contract from lineage, catches silent upstream breakage, ranks every break by
  which live deployments inherit it, and writes assertions, tags and a handoff
  brief back into the graph. 11 tests, Apache 2.0.
  https://github.com/seekdaseek/fray
- agentfeed-algo — the Algorand x402 API above, in full.
  https://github.com/seekdaseek/agentfeed-algo
- LineWatch — sharp-money detection on pre-match odds. 2nd place, TxODDS
  Trading Tools. https://github.com/seekdaseek/linewatch
- SeekerKit — starter kit for Solana Seeker apps.
  https://github.com/seekdaseek/seekerkit

## Apps
Consumer apps for the Solana Seeker phone are on the Solana dApp Store.
https://dapp.solanamobile.com/

## Machine-readable
- https://algo.ochinimus.app/catalog — every Algorand route, price and parameter
- https://algo.ochinimus.app/.well-known/x402 — x402 discovery manifest
- https://data.ochinimus.app/feed.json — all published findings
- https://haircut.ochinimus.app/latest — newest collateral reading
- https://haircut.ochinimus.app/history — the collateral tape

## Contact
@ochinimus on X. Code at https://github.com/seekdaseek

## Tokenized data vaults
- corpus — dataset epochs as ERC-721 vaults on X Layer mainnet, each one
  quality-attested on chain before it can be sold. An appraiser reads the actual
  bytes, runs eight checks, signs a report and posts the verdict; a refused
  dataset cannot be bought at all. Two vaults are live: a cross-exchange
  liquidation tape of 97,601 events, and 74,802 labeled launch outcomes across
  44,793 Solana pools whose no-lookahead property is machine verified with zero
  violations. Licences are time-boxed and paid in OKB on chain 196. Delivery is
  hash gated, so the bytes you receive always hash to what the contract
  committed to. https://corpus.ochinimus.app