{"adoption": {"forks": 183, "observed_at": "2026-08-28T04:03:23.568312+00:00", "stars": 1053}, "canonical_url": "https://ross.abutalabs.com/products/ape", "card": {"archived": false, "artifact_type": "framework", "description": "Build and explore on-chain with Python", "domain": ["blockchain", "developer-tools", "fintech"], "enriched": true, "function": ["web-framework", "testing", "cli", "developer-tools", "sdk", "plugin-system", "compiler", "cryptography", "blockchain"], "health_score": 99, "homepage": "https://docs.apeworx.io/ape/stable/userguides/quickstart", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["ApeWorX/ape"], "name": "ApeWorX/ape", "platform": ["python", "cli", "cross-platform"], "pushed_at": "2026-08-22T12:28:29+00:00", "repo": "ApeWorX/ape", "stars": 1053, "tags": ["ethereum", "web3", "smart-contracts", "solidity", "vyper", "defi", "nft", "brownie-successor", "plugin-ecosystem", "contract-testing", "on-chain-interaction", "apeworx", "cryptocurrency", "linux", "macos", "docker"], "topics": ["ethereum", "python", "web3", "defi", "ape", "brownie", "developer-tools", "framework", "nft", "smart-contracts", "solidity", "vyper", "apeworx"], "urls": [], "use_cases": ["compile and test solidity smart contracts in python", "deploy and interact with ethereum contracts from a python script", "write automated tests for smart contracts with pytest", "manage local and remote blockchain accounts for signing transactions", "fork a mainnet network locally for defi prototyping", "trace and debug smart contract transactions and reverts", "migrate an existing brownie project to a modern framework", "build a plugin to support a new evm chain or contract language"], "what_it_is": "Ape Framework is a Python-based Web3 development framework for compiling, testing, deploying, and interacting with smart contracts from a single command-line session. It features a modular plugin system supporting multiple contract languages (Solidity, Vyper) and multiple blockchain networks, and serves as a successor to the popular Brownie framework.", "when_to_avoid": ["you need a javascript or typescript toolchain like hardhat or ethers.js", "you only want a wallet or block explorer rather than a development framework", "you develop on non-evm chains without an available ape ecosystem plugin", "you require native windows support without WSL", "you need a no-code or graphical smart contract tool"], "when_to_choose": ["you want a python-native alternative to hardhat or foundry for ethereum development", "you need to script on-chain interactions, deployments, or defi strategies in python", "you maintain a brownie project and want an actively maintained successor", "you need multi-chain support via a plugin architecture rather than a single fixed toolchain", "you want contract compilation, testing, console, and scripting unified in one CLI"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/ape", "repo": "ApeWorX/ape", "role": "main", "score": 99}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:59:18.434738+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cd51bae0617aed1c2f8ae5d404eca9b595b4f7475b71e15791a17e9674286f2", "fetched_at": "2026-08-28T04:03:23.568312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ApeWorX/ape"}, {"content_hash": "52423811f5808341407a4d73709e99e8297c4a59ee6d0383e3c522cfe8b130d2", "fetched_at": "2026-08-29T13:01:01.737118+00:00", "kind": "homepage", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/quickstart"}, {"content_hash": "3a7e18f2b2de3a291c848371b14f66f4c63f54798b2c35720d1f3722e0cc9842", "fetched_at": "2026-08-29T13:01:01.746622+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/installing_plugins.html"}, {"content_hash": "552559e58f638b29c26f1a2887da2016af91ad7c38db963b29584cb90bffeffb", "fetched_at": "2026-08-29T13:01:01.748565+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/ape.html"}, {"content_hash": "63a758de45d3367a7eedf093ad7b959cdb0bf69c5950bb9b3bf8319ba83e5f95", "fetched_at": "2026-08-29T13:01:01.750496+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/api.html"}, {"content_hash": "fde08bf64155797423e32f07714fd580b1415203be078c06d10f401cf4554d12", "fetched_at": "2026-08-29T13:01:01.768506+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/cli.html"}, {"content_hash": "c3ddfdd609b764cbc033bbc9d61bfb93abb9af41235b475124d785ce4264ebb6", "fetched_at": "2026-08-29T13:01:01.771024+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/contracts.html"}, {"content_hash": "5527bc211368859ad835c7f200e8f0d899e705476a9f34f24ce778a8418ff61c", "fetched_at": "2026-08-29T13:01:01.773558+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/exceptions.html"}, {"content_hash": "bc7d15c12d244214cb1e2c20ae69646b4b874b27a024fd3a9c29c5c3d7c7426e", "fetched_at": "2026-08-29T13:01:01.775652+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/managers.html"}, {"content_hash": "cf21866af10ab832846eb89d62e42d7ba3a2469b3145258d46e8940cfa04aace", "fetched_at": "2026-08-29T13:01:01.779840+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/plugins.html"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:59:18.434738+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cd51bae0617aed1c2f8ae5d404eca9b595b4f7475b71e15791a17e9674286f2", "fetched_at": "2026-08-28T04:03:23.568312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ApeWorX/ape"}, {"content_hash": "52423811f5808341407a4d73709e99e8297c4a59ee6d0383e3c522cfe8b130d2", "fetched_at": "2026-08-29T13:01:01.737118+00:00", "kind": "homepage", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/quickstart"}, {"content_hash": "3a7e18f2b2de3a291c848371b14f66f4c63f54798b2c35720d1f3722e0cc9842", "fetched_at": "2026-08-29T13:01:01.746622+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/installing_plugins.html"}, {"content_hash": "552559e58f638b29c26f1a2887da2016af91ad7c38db963b29584cb90bffeffb", "fetched_at": "2026-08-29T13:01:01.748565+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/ape.html"}, {"content_hash": "63a758de45d3367a7eedf093ad7b959cdb0bf69c5950bb9b3bf8319ba83e5f95", "fetched_at": "2026-08-29T13:01:01.750496+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/api.html"}, {"content_hash": "fde08bf64155797423e32f07714fd580b1415203be078c06d10f401cf4554d12", "fetched_at": "2026-08-29T13:01:01.768506+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/cli.html"}, {"content_hash": "c3ddfdd609b764cbc033bbc9d61bfb93abb9af41235b475124d785ce4264ebb6", "fetched_at": "2026-08-29T13:01:01.771024+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/contracts.html"}, {"content_hash": "5527bc211368859ad835c7f200e8f0d899e705476a9f34f24ce778a8418ff61c", "fetched_at": "2026-08-29T13:01:01.773558+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/exceptions.html"}, {"content_hash": "bc7d15c12d244214cb1e2c20ae69646b4b874b27a024fd3a9c29c5c3d7c7426e", "fetched_at": "2026-08-29T13:01:01.775652+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/managers.html"}, {"content_hash": "cf21866af10ab832846eb89d62e42d7ba3a2469b3145258d46e8940cfa04aace", "fetched_at": "2026-08-29T13:01:01.779840+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/plugins.html"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:59:18.434738+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cd51bae0617aed1c2f8ae5d404eca9b595b4f7475b71e15791a17e9674286f2", "fetched_at": "2026-08-28T04:03:23.568312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ApeWorX/ape"}, {"content_hash": "52423811f5808341407a4d73709e99e8297c4a59ee6d0383e3c522cfe8b130d2", "fetched_at": "2026-08-29T13:01:01.737118+00:00", "kind": "homepage", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/quickstart"}, {"content_hash": "3a7e18f2b2de3a291c848371b14f66f4c63f54798b2c35720d1f3722e0cc9842", "fetched_at": "2026-08-29T13:01:01.746622+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/installing_plugins.html"}, {"content_hash": "552559e58f638b29c26f1a2887da2016af91ad7c38db963b29584cb90bffeffb", "fetched_at": "2026-08-29T13:01:01.748565+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/ape.html"}, {"content_hash": "63a758de45d3367a7eedf093ad7b959cdb0bf69c5950bb9b3bf8319ba83e5f95", "fetched_at": "2026-08-29T13:01:01.750496+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/api.html"}, {"content_hash": "fde08bf64155797423e32f07714fd580b1415203be078c06d10f401cf4554d12", "fetched_at": "2026-08-29T13:01:01.768506+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/cli.html"}, {"content_hash": "c3ddfdd609b764cbc033bbc9d61bfb93abb9af41235b475124d785ce4264ebb6", "fetched_at": "2026-08-29T13:01:01.771024+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/contracts.html"}, {"content_hash": "5527bc211368859ad835c7f200e8f0d899e705476a9f34f24ce778a8418ff61c", "fetched_at": "2026-08-29T13:01:01.773558+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/exceptions.html"}, {"content_hash": "bc7d15c12d244214cb1e2c20ae69646b4b874b27a024fd3a9c29c5c3d7c7426e", "fetched_at": "2026-08-29T13:01:01.775652+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/managers.html"}, {"content_hash": "cf21866af10ab832846eb89d62e42d7ba3a2469b3145258d46e8940cfa04aace", "fetched_at": "2026-08-29T13:01:01.779840+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/plugins.html"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:59:18.434738+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cd51bae0617aed1c2f8ae5d404eca9b595b4f7475b71e15791a17e9674286f2", "fetched_at": "2026-08-28T04:03:23.568312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ApeWorX/ape"}, {"content_hash": "52423811f5808341407a4d73709e99e8297c4a59ee6d0383e3c522cfe8b130d2", "fetched_at": "2026-08-29T13:01:01.737118+00:00", "kind": "homepage", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/quickstart"}, {"content_hash": "3a7e18f2b2de3a291c848371b14f66f4c63f54798b2c35720d1f3722e0cc9842", "fetched_at": "2026-08-29T13:01:01.746622+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/installing_plugins.html"}, {"content_hash": "552559e58f638b29c26f1a2887da2016af91ad7c38db963b29584cb90bffeffb", "fetched_at": "2026-08-29T13:01:01.748565+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/ape.html"}, {"content_hash": "63a758de45d3367a7eedf093ad7b959cdb0bf69c5950bb9b3bf8319ba83e5f95", "fetched_at": "2026-08-29T13:01:01.750496+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/api.html"}, {"content_hash": "fde08bf64155797423e32f07714fd580b1415203be078c06d10f401cf4554d12", "fetched_at": "2026-08-29T13:01:01.768506+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/cli.html"}, {"content_hash": "c3ddfdd609b764cbc033bbc9d61bfb93abb9af41235b475124d785ce4264ebb6", "fetched_at": "2026-08-29T13:01:01.771024+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/contracts.html"}, {"content_hash": "5527bc211368859ad835c7f200e8f0d899e705476a9f34f24ce778a8418ff61c", "fetched_at": "2026-08-29T13:01:01.773558+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/exceptions.html"}, {"content_hash": "bc7d15c12d244214cb1e2c20ae69646b4b874b27a024fd3a9c29c5c3d7c7426e", "fetched_at": "2026-08-29T13:01:01.775652+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/managers.html"}, {"content_hash": "cf21866af10ab832846eb89d62e42d7ba3a2469b3145258d46e8940cfa04aace", "fetched_at": "2026-08-29T13:01:01.779840+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/plugins.html"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:59:18.434738+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cd51bae0617aed1c2f8ae5d404eca9b595b4f7475b71e15791a17e9674286f2", "fetched_at": "2026-08-28T04:03:23.568312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ApeWorX/ape"}, {"content_hash": "52423811f5808341407a4d73709e99e8297c4a59ee6d0383e3c522cfe8b130d2", "fetched_at": "2026-08-29T13:01:01.737118+00:00", "kind": "homepage", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/quickstart"}, {"content_hash": "3a7e18f2b2de3a291c848371b14f66f4c63f54798b2c35720d1f3722e0cc9842", "fetched_at": "2026-08-29T13:01:01.746622+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/installing_plugins.html"}, {"content_hash": "552559e58f638b29c26f1a2887da2016af91ad7c38db963b29584cb90bffeffb", "fetched_at": "2026-08-29T13:01:01.748565+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/ape.html"}, {"content_hash": "63a758de45d3367a7eedf093ad7b959cdb0bf69c5950bb9b3bf8319ba83e5f95", "fetched_at": "2026-08-29T13:01:01.750496+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/api.html"}, {"content_hash": "fde08bf64155797423e32f07714fd580b1415203be078c06d10f401cf4554d12", "fetched_at": "2026-08-29T13:01:01.768506+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/cli.html"}, {"content_hash": "c3ddfdd609b764cbc033bbc9d61bfb93abb9af41235b475124d785ce4264ebb6", "fetched_at": "2026-08-29T13:01:01.771024+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/contracts.html"}, {"content_hash": "5527bc211368859ad835c7f200e8f0d899e705476a9f34f24ce778a8418ff61c", "fetched_at": "2026-08-29T13:01:01.773558+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/exceptions.html"}, {"content_hash": "bc7d15c12d244214cb1e2c20ae69646b4b874b27a024fd3a9c29c5c3d7c7426e", "fetched_at": "2026-08-29T13:01:01.775652+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/managers.html"}, {"content_hash": "cf21866af10ab832846eb89d62e42d7ba3a2469b3145258d46e8940cfa04aace", "fetched_at": "2026-08-29T13:01:01.779840+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/plugins.html"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:59:18.434738+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cd51bae0617aed1c2f8ae5d404eca9b595b4f7475b71e15791a17e9674286f2", "fetched_at": "2026-08-28T04:03:23.568312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ApeWorX/ape"}, {"content_hash": "52423811f5808341407a4d73709e99e8297c4a59ee6d0383e3c522cfe8b130d2", "fetched_at": "2026-08-29T13:01:01.737118+00:00", "kind": "homepage", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/quickstart"}, {"content_hash": "3a7e18f2b2de3a291c848371b14f66f4c63f54798b2c35720d1f3722e0cc9842", "fetched_at": "2026-08-29T13:01:01.746622+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/installing_plugins.html"}, {"content_hash": "552559e58f638b29c26f1a2887da2016af91ad7c38db963b29584cb90bffeffb", "fetched_at": "2026-08-29T13:01:01.748565+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/ape.html"}, {"content_hash": "63a758de45d3367a7eedf093ad7b959cdb0bf69c5950bb9b3bf8319ba83e5f95", "fetched_at": "2026-08-29T13:01:01.750496+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/api.html"}, {"content_hash": "fde08bf64155797423e32f07714fd580b1415203be078c06d10f401cf4554d12", "fetched_at": "2026-08-29T13:01:01.768506+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/cli.html"}, {"content_hash": "c3ddfdd609b764cbc033bbc9d61bfb93abb9af41235b475124d785ce4264ebb6", "fetched_at": "2026-08-29T13:01:01.771024+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/contracts.html"}, {"content_hash": "5527bc211368859ad835c7f200e8f0d899e705476a9f34f24ce778a8418ff61c", "fetched_at": "2026-08-29T13:01:01.773558+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/exceptions.html"}, {"content_hash": "bc7d15c12d244214cb1e2c20ae69646b4b874b27a024fd3a9c29c5c3d7c7426e", "fetched_at": "2026-08-29T13:01:01.775652+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/managers.html"}, {"content_hash": "cf21866af10ab832846eb89d62e42d7ba3a2469b3145258d46e8940cfa04aace", "fetched_at": "2026-08-29T13:01:01.779840+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/plugins.html"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:23.568312+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:59:18.434738+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cd51bae0617aed1c2f8ae5d404eca9b595b4f7475b71e15791a17e9674286f2", "fetched_at": "2026-08-28T04:03:23.568312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ApeWorX/ape"}, {"content_hash": "52423811f5808341407a4d73709e99e8297c4a59ee6d0383e3c522cfe8b130d2", "fetched_at": "2026-08-29T13:01:01.737118+00:00", "kind": "homepage", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/quickstart"}, {"content_hash": "3a7e18f2b2de3a291c848371b14f66f4c63f54798b2c35720d1f3722e0cc9842", "fetched_at": "2026-08-29T13:01:01.746622+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/installing_plugins.html"}, {"content_hash": "552559e58f638b29c26f1a2887da2016af91ad7c38db963b29584cb90bffeffb", "fetched_at": "2026-08-29T13:01:01.748565+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/ape.html"}, {"content_hash": "63a758de45d3367a7eedf093ad7b959cdb0bf69c5950bb9b3bf8319ba83e5f95", "fetched_at": "2026-08-29T13:01:01.750496+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/api.html"}, {"content_hash": "fde08bf64155797423e32f07714fd580b1415203be078c06d10f401cf4554d12", "fetched_at": "2026-08-29T13:01:01.768506+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/cli.html"}, {"content_hash": "c3ddfdd609b764cbc033bbc9d61bfb93abb9af41235b475124d785ce4264ebb6", "fetched_at": "2026-08-29T13:01:01.771024+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/contracts.html"}, {"content_hash": "5527bc211368859ad835c7f200e8f0d899e705476a9f34f24ce778a8418ff61c", "fetched_at": "2026-08-29T13:01:01.773558+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/exceptions.html"}, {"content_hash": "bc7d15c12d244214cb1e2c20ae69646b4b874b27a024fd3a9c29c5c3d7c7426e", "fetched_at": "2026-08-29T13:01:01.775652+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/managers.html"}, {"content_hash": "cf21866af10ab832846eb89d62e42d7ba3a2469b3145258d46e8940cfa04aace", "fetched_at": "2026-08-29T13:01:01.779840+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/plugins.html"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:59:18.434738+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cd51bae0617aed1c2f8ae5d404eca9b595b4f7475b71e15791a17e9674286f2", "fetched_at": "2026-08-28T04:03:23.568312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ApeWorX/ape"}, {"content_hash": "52423811f5808341407a4d73709e99e8297c4a59ee6d0383e3c522cfe8b130d2", "fetched_at": "2026-08-29T13:01:01.737118+00:00", "kind": "homepage", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/quickstart"}, {"content_hash": "3a7e18f2b2de3a291c848371b14f66f4c63f54798b2c35720d1f3722e0cc9842", "fetched_at": "2026-08-29T13:01:01.746622+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/installing_plugins.html"}, {"content_hash": "552559e58f638b29c26f1a2887da2016af91ad7c38db963b29584cb90bffeffb", "fetched_at": "2026-08-29T13:01:01.748565+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/ape.html"}, {"content_hash": "63a758de45d3367a7eedf093ad7b959cdb0bf69c5950bb9b3bf8319ba83e5f95", "fetched_at": "2026-08-29T13:01:01.750496+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/api.html"}, {"content_hash": "fde08bf64155797423e32f07714fd580b1415203be078c06d10f401cf4554d12", "fetched_at": "2026-08-29T13:01:01.768506+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/cli.html"}, {"content_hash": "c3ddfdd609b764cbc033bbc9d61bfb93abb9af41235b475124d785ce4264ebb6", "fetched_at": "2026-08-29T13:01:01.771024+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/contracts.html"}, {"content_hash": "5527bc211368859ad835c7f200e8f0d899e705476a9f34f24ce778a8418ff61c", "fetched_at": "2026-08-29T13:01:01.773558+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/exceptions.html"}, {"content_hash": "bc7d15c12d244214cb1e2c20ae69646b4b874b27a024fd3a9c29c5c3d7c7426e", "fetched_at": "2026-08-29T13:01:01.775652+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/managers.html"}, {"content_hash": "cf21866af10ab832846eb89d62e42d7ba3a2469b3145258d46e8940cfa04aace", "fetched_at": "2026-08-29T13:01:01.779840+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/plugins.html"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:59:18.434738+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cd51bae0617aed1c2f8ae5d404eca9b595b4f7475b71e15791a17e9674286f2", "fetched_at": "2026-08-28T04:03:23.568312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ApeWorX/ape"}, {"content_hash": "52423811f5808341407a4d73709e99e8297c4a59ee6d0383e3c522cfe8b130d2", "fetched_at": "2026-08-29T13:01:01.737118+00:00", "kind": "homepage", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/quickstart"}, {"content_hash": "3a7e18f2b2de3a291c848371b14f66f4c63f54798b2c35720d1f3722e0cc9842", "fetched_at": "2026-08-29T13:01:01.746622+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/installing_plugins.html"}, {"content_hash": "552559e58f638b29c26f1a2887da2016af91ad7c38db963b29584cb90bffeffb", "fetched_at": "2026-08-29T13:01:01.748565+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/ape.html"}, {"content_hash": "63a758de45d3367a7eedf093ad7b959cdb0bf69c5950bb9b3bf8319ba83e5f95", "fetched_at": "2026-08-29T13:01:01.750496+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/api.html"}, {"content_hash": "fde08bf64155797423e32f07714fd580b1415203be078c06d10f401cf4554d12", "fetched_at": "2026-08-29T13:01:01.768506+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/cli.html"}, {"content_hash": "c3ddfdd609b764cbc033bbc9d61bfb93abb9af41235b475124d785ce4264ebb6", "fetched_at": "2026-08-29T13:01:01.771024+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/contracts.html"}, {"content_hash": "5527bc211368859ad835c7f200e8f0d899e705476a9f34f24ce778a8418ff61c", "fetched_at": "2026-08-29T13:01:01.773558+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/exceptions.html"}, {"content_hash": "bc7d15c12d244214cb1e2c20ae69646b4b874b27a024fd3a9c29c5c3d7c7426e", "fetched_at": "2026-08-29T13:01:01.775652+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/managers.html"}, {"content_hash": "cf21866af10ab832846eb89d62e42d7ba3a2469b3145258d46e8940cfa04aace", "fetched_at": "2026-08-29T13:01:01.779840+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/plugins.html"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:59:18.434738+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1cd51bae0617aed1c2f8ae5d404eca9b595b4f7475b71e15791a17e9674286f2", "fetched_at": "2026-08-28T04:03:23.568312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ApeWorX/ape"}, {"content_hash": "52423811f5808341407a4d73709e99e8297c4a59ee6d0383e3c522cfe8b130d2", "fetched_at": "2026-08-29T13:01:01.737118+00:00", "kind": "homepage", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/quickstart"}, {"content_hash": "3a7e18f2b2de3a291c848371b14f66f4c63f54798b2c35720d1f3722e0cc9842", "fetched_at": "2026-08-29T13:01:01.746622+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/userguides/installing_plugins.html"}, {"content_hash": "552559e58f638b29c26f1a2887da2016af91ad7c38db963b29584cb90bffeffb", "fetched_at": "2026-08-29T13:01:01.748565+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/ape.html"}, {"content_hash": "63a758de45d3367a7eedf093ad7b959cdb0bf69c5950bb9b3bf8319ba83e5f95", "fetched_at": "2026-08-29T13:01:01.750496+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/api.html"}, {"content_hash": "fde08bf64155797423e32f07714fd580b1415203be078c06d10f401cf4554d12", "fetched_at": "2026-08-29T13:01:01.768506+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/cli.html"}, {"content_hash": "c3ddfdd609b764cbc033bbc9d61bfb93abb9af41235b475124d785ce4264ebb6", "fetched_at": "2026-08-29T13:01:01.771024+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/contracts.html"}, {"content_hash": "5527bc211368859ad835c7f200e8f0d899e705476a9f34f24ce778a8418ff61c", "fetched_at": "2026-08-29T13:01:01.773558+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/exceptions.html"}, {"content_hash": "bc7d15c12d244214cb1e2c20ae69646b4b874b27a024fd3a9c29c5c3d7c7426e", "fetched_at": "2026-08-29T13:01:01.775652+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/managers.html"}, {"content_hash": "cf21866af10ab832846eb89d62e42d7ba3a2469b3145258d46e8940cfa04aace", "fetched_at": "2026-08-29T13:01:01.779840+00:00", "kind": "site_page", "missing": false, "url": "https://docs.apeworx.io/ape/stable/methoddocs/plugins.html"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 99}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2067, "days_push": 11, "days_rel": 11, "gap_med": 13, "n_releases_24m": 38}, "score": 99, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}