{"adoption": {"forks": 164, "observed_at": "2026-08-28T04:03:31.969017+00:00", "stars": 1085}, "canonical_url": "https://ross.abutalabs.com/products/piotrostr-listen", "card": {"archived": false, "artifact_type": "framework", "description": "DeFAI Swiss Army Knife", "domain": ["fintech", "artificial-intelligence", "blockchain", "developer-tools"], "enriched": true, "function": ["trading", "agent-framework", "llm-inference", "blockchain", "cli", "monitoring", "streaming"], "health_score": 50, "homepage": "https://listen-rs.com", "language": "TypeScript", "license": "AGPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["piotrostr/listen"], "name": "piotrostr/listen", "platform": ["rust", "cross-platform", "cli"], "pushed_at": "2025-11-05T00:31:15+00:00", "repo": "piotrostr/listen", "stars": 1085, "tags": ["solana", "defai", "memecoins", "dex", "jito", "mev", "crypto-trading", "wallet-management", "crosschain", "cryptocurrency", "ai-agents"], "topics": ["memecoins", "rust", "solana", "trading", "ai", "dex"], "urls": [], "use_cases": ["build an AI agent that trades memecoins on Solana", "execute fast swaps across Pump.fun, Jupiter, and Raydium", "monitor real-time Solana transactions and prices", "manage a crypto portfolio with delegated wallets", "send transactions via Jito MEV bundles", "index Solana blockchain data into Clickhouse for analytics"], "what_it_is": "Listen is a Rust toolkit and framework for algorithmic trading on Solana, evolving into a framework for AI-driven crosschain portfolio management agents. It provides a trading engine, real-time data indexing, and plug-and-play integration with the rig AI agent framework.", "when_to_avoid": ["you need trading on chains other than Solana/EVM", "you want a passive buy-and-hold wallet with no automation", "you're not comfortable with the risks of automated memecoin trading"], "when_to_choose": ["you need programmatic or AI-agent-driven trading on Solana", "you want low-latency swap execution with MEV protection", "you're building agents with the rig framework that need on-chain tools"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/piotrostr-listen", "repo": "piotrostr/listen", "role": "main", "score": 47}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:49:52.739313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4cecdc9384a1e18d6d08bb22851165eb48b13a6de19008f9f6697cb4b572a43c", "fetched_at": "2026-08-28T04:03:31.969017+00:00", "kind": "readme", "missing": false, "url": "https://github.com/piotrostr/listen"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:49:52.739313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4cecdc9384a1e18d6d08bb22851165eb48b13a6de19008f9f6697cb4b572a43c", "fetched_at": "2026-08-28T04:03:31.969017+00:00", "kind": "readme", "missing": false, "url": "https://github.com/piotrostr/listen"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:49:52.739313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4cecdc9384a1e18d6d08bb22851165eb48b13a6de19008f9f6697cb4b572a43c", "fetched_at": "2026-08-28T04:03:31.969017+00:00", "kind": "readme", "missing": false, "url": "https://github.com/piotrostr/listen"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:49:52.739313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4cecdc9384a1e18d6d08bb22851165eb48b13a6de19008f9f6697cb4b572a43c", "fetched_at": "2026-08-28T04:03:31.969017+00:00", "kind": "readme", "missing": false, "url": "https://github.com/piotrostr/listen"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:49:52.739313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4cecdc9384a1e18d6d08bb22851165eb48b13a6de19008f9f6697cb4b572a43c", "fetched_at": "2026-08-28T04:03:31.969017+00:00", "kind": "readme", "missing": false, "url": "https://github.com/piotrostr/listen"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:49:52.739313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4cecdc9384a1e18d6d08bb22851165eb48b13a6de19008f9f6697cb4b572a43c", "fetched_at": "2026-08-28T04:03:31.969017+00:00", "kind": "readme", "missing": false, "url": "https://github.com/piotrostr/listen"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:31.969017+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:49:52.739313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4cecdc9384a1e18d6d08bb22851165eb48b13a6de19008f9f6697cb4b572a43c", "fetched_at": "2026-08-28T04:03:31.969017+00:00", "kind": "readme", "missing": false, "url": "https://github.com/piotrostr/listen"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:49:52.739313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4cecdc9384a1e18d6d08bb22851165eb48b13a6de19008f9f6697cb4b572a43c", "fetched_at": "2026-08-28T04:03:31.969017+00:00", "kind": "readme", "missing": false, "url": "https://github.com/piotrostr/listen"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:49:52.739313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4cecdc9384a1e18d6d08bb22851165eb48b13a6de19008f9f6697cb4b572a43c", "fetched_at": "2026-08-28T04:03:31.969017+00:00", "kind": "readme", "missing": false, "url": "https://github.com/piotrostr/listen"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:49:52.739313+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4cecdc9384a1e18d6d08bb22851165eb48b13a6de19008f9f6697cb4b572a43c", "fetched_at": "2026-08-28T04:03:31.969017+00:00", "kind": "readme", "missing": false, "url": "https://github.com/piotrostr/listen"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 50, "longevity": 61, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 856, "days_push": 302, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 47, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}