Explore DeFi and blockchain activity with data on protocol and chain TVL, fees, DEX volumes, yields, and stablecoin market caps. Filter results by chain or category, track TVL changes, and export reports as JSON or CSV for further analysis.
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Process perform on-chain analysis including whale tracking, token flows, and network activity. Use when performing crypto analysis. Trigger with phrases like "analyze crypto", "check blockchain", or "monitor market".
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Analyze DeFi protocol metrics, chain-level TVL, fee revenue, DEX volumes, yield opportunities, and stablecoin market caps using DeFiLlama as the primary data source. Designed for DeFi researchers, protocol analysts, and yield farmers who need programmatic access to on-chain analytics without writing custom subgraph queries.
requests library installedonchain_analytics.py CLI script available in the plugin directorydata_fetcher.py and metrics_calculator.py modules for programmatic usagepython onchain_analytics.py protocols to retrieve the top DeFi protocols ranked by total value locked (TVL).--category lending, --category dex, or --category "liquid staking" to narrow the scope.--chain ethereum or --chain arbitrum to isolate chain-specific protocol data.--sort market_share or --sort tvl_to_mcap to surface undervalued protocols.python onchain_analytics.py chains to retrieve chain-level TVL rankings across all tracked networks.python onchain_analytics.py fees --protocol aave to pull fee and revenue data for a specific protocol.python onchain_analytics.py dex --chain ethereum to analyze DEX trading volumes filtered by chain.python onchain_analytics.py yields --min-tvl 5000000 --chain ethereum to identify yield opportunities above a minimum TVL threshold.python onchain_analytics.py trends --threshold 5 to detect protocols with significant TVL changes (threshold is percentage).--format json or --format csv and redirect to file for downstream analysis.See references/implementation.md for the full four-step implementation workflow.
output.json) or CSV (output.csv) export files for programmatic consumption| Error | Cause | Solution |
|---|---|---|
Request timeout | DeFiLlama API slow or unreachable | Wait and retry; check for outages; use cached data if available |
Protocol not found: invalid-name | Protocol slug does not match DeFiLlama database | Run python onchain_analytics.py protocols to find the exact slug; slugs are case-sensitive |
No data returned for query | Filter too restrictive or data unavailable | Remove filters and retry; verify the category or chain exists; try a broader time range |
TVL data unavailable for some protocols | New protocols or data collection gaps | Check DeFiLlama directly; data typically appears within 24 hours of listing |
Data may be stale (last updated: X hours ago) | Local cache not refreshed | Clear cache with rm ~/.onchain_analytics_cache.json; use --verbose to check cache status |
Showing top 50 of 1000+ protocols | Output truncated for readability | Use --limit to increase count or --format json for full untruncated data |
UnicodeEncodeError | Terminal encoding mismatch | Use --format json for safe output or set LANG=en_US.UTF-8 |
python onchain_analytics.py protocols --limit 20
python onchain_analytics.py chains
python onchain_analytics.py trends
Produces a snapshot of the top 20 protocols by TVL, all chain rankings, and any protocols trending above the default threshold.
python onchain_analytics.py protocols --category lending --sort tvl_to_mcap
python onchain_analytics.py fees --protocol aave
Ranks all lending protocols by TVL-to-market-cap ratio (identifying potentially undervalued protocols), then pulls detailed fee and revenue data for Aave.
python onchain_analytics.py yields --min-tvl 10000000 --chain ethereum --limit 50 # 10000000 = 10M limit
Returns up to 50 yield pools on Ethereum with at least $10M in TVL, sorted by APY. Export with --format csv > yields.csv for spreadsheet analysis.
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Add a synthetic-data CI gate for customer-owned Abridge integration code. Test consent handling, note-review handoffs, redaction, and rollback behavior with mocked vendor boundaries, without connecting CI to a live Abridge or EHR tenant.
中文简介正在准备中。当前显示英语简介。
Triage Abridge recording, note review, Epic handoff, and access problems using observed symptoms and approved guidance. Identify the affected workflow stage, organize a minimal timeline, and prepare a redacted escalation record for the responsible team.
中文简介正在准备中。当前显示英语简介。
Map and review an Abridge clinical documentation workflow from consent and recording through draft review, evidence checks, edits, and final disposition. Keep clinician approval explicit, identify failure exits, and separate verified facts from tenant-specific details and pending approvals.
中文简介正在准备中。当前显示英语简介。
Audit how clinician-reviewed Abridge note sections map into Epic templates and downstream workflows. Use approved test records to document destinations, exceptions, evidence, rollback steps, and a go or no-go decision for a specific environment.
中文简介正在准备中。当前显示英语简介。
Review Abridge adoption and workflow value using local usage records, clinician feedback, and verified contract costs. Build an evidence based decision table covering adoption, quality, support burden, and options to expand, hold, or improve the rollout.
中文简介正在准备中。当前显示英语简介。
Prepare a bounded support bundle for an Abridge issue using allowlisted operational details such as versions, coarse timestamps, and correlation references. Exclude recordings, transcripts, patient identifiers, credentials, and unrestricted logs, then document redactions and review details.
中文简介正在准备中。当前显示英语简介。