Canonical test card → outcome map. Single source of truth for the sandbox iframe (vora.js) and the server-side mock binder (vonpay-checkout). Importing this package keeps the test-card allowlist + outcome mapping in lock-step across both sides of the embe

Tangle AI memory policies — novelty gating, crystallization, contradiction resolution, outcome learning — over an injected store

anvil's first-class CLI: define an outcome, the agent works, a deterministic gate decides done.

Types for modelling ACT outcome formatters

An outcome formatter that outputs JSON

Hunter-Seeker Verdict layer for n8n: score, rank, verify, report outcome, drift.

Outcome feedback loop for AI agents — typed artifact features + attribution-joined outcome stats + evidence rendering, so an agent's context (not its weights) gets measurably better per user. Experiment variants bolt on.

Show elapsed time and outcome for Oh My Pi tasks.

Coinversa Pulse — Crypto intelligence MCP server for AI agents. 107 tools covering Hyperliquid trader analytics, position lifecycles with MAE/MFE execution quality, trader archetype discovery, HIP-4 outcome contracts, outcome/perp position context, syncer

The messenger role: deliver authorized, finished communications through a durable dispatch boundary and measure timely delivery from independent outcome evidence.

Authoritative outcome verification and policy evidence for consequential MCP actions

Standalone MCP server for the Cito esports and sports API — 42 curated outcome tools for agents (live scoreboards, round economy, opening duels, clutches, vetoes, rosters, tennis, mma).

Hooks with outcome-selected Pi Actions for Pi events.

Actarius MCP client — outcome-ranked tool discovery (find_tool) and anonymous outcome receipts (report_outcome) for the machine economy. No payloads, metadata only.

Cost-parity bench for agent loops: measure $/successful-outcome and time-to-outcome across model mixes and setups, locally, on your own keys or subscription.

fs.unlink() that won't throw if the file is missing + other outcome-aware Node.js fs functions

Auditable market intelligence MCP with x402 payments, calibrated forecast ranges, anomaly review, risk context, and outcome audits

NOMARK Engine — open-core agent outcome quality resolver

Conclave AI SCM adapter for GitHub — resolve PR state for automatic outcome capture.

Canonical review queues and outcome-observation models over Applik8s grant requests.