Datasets:

solanaclawd
/

solana-clawd-realtime-research-instruct

messages list	source string	source_type string	source_sha256 string	record_id string	example_sha256 string	tags list	metadata dict
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-8039	a04216d9f9b9972e1e62d7e9bf961e7639b0fff5f5444baae271fcac5bcaf581	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-17436	3f46c195fa1e72e6b360a0cc366e8c70cc2e92419186c5d6442087d6ceb4d376	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-8501	dcee70bfb2e0098fc9770bc659f70b27ea67748737923055510b6d343713de61	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-15553	93fece38b650c27d406fb7603f0108b748f68e0fe6c6f9c1a565decfa35ebb3c	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-16084	2d22ee4491f17f15bb9aca1335a0ed31f01cce8d07d119b7ea5f957f588bf302	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-19278	979a6b328a8c0b5a27478c9f92036b4f5bc4c8243fe58f9b79c99b175f9fcef7	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-14725	7bf73241b1a21f042f10481c3c86f242c2a1dddff3f723ff869c1589354722e9	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-14176	7e6d733d8d23cdeb94ade4433ed4dd49c427e3f99abb23bc84dbf91d58b9622f	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-3751	b8cb14af3510e6547a41f8becbfe192ff0c02e9de9f0dd4e62280b6ad33fc787	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-3640	f695907522fb3358d784b06ed906ebafe816de1be4bfb28df75a6b4ba80d3f72	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-3251	b0cd608a0605c1059128cfe492e9de31419d73d9324c24095b7a2758783ea98a	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-16063	292a377e9feded54de3bab00f041d61933c74b6fb16bf41b9516a95d3b9049cb	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-8490	bfafd10bff2778766c44c98178a82a4c5a22022b3a7fccd423d4f0d68c911e35	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-4260	f12482b8e90b7944b240245731ca6223c9a43a12ae8d25b892f0c6ad55ea0626	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-26483	5f05af793a41a0fb0b3f01777d24515c2f392e9c40ce58b2c6e9a97dca93b4bd	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-11802	55928df6246ffb5a062c55be2a882234a89a3bbe4bf8c9e9537985fa9dca14c6	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-10015	783f682bac72d1f59b4624d07feeeb961c5f400a3840700102e53518b247eaf1	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-20081	2889cd7a957296788c8860dc8b48f5d6d67bda71a9e423cd1a8133dcbc554ed9	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-4418	62700c48c4f0600091c5b5e870766ee1bf74fb7bff6cd2db5472ea241cb9023c	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-3218	010570b44944b5fc7003ec423d8c0aa336b8977622650cb6969e977be80210bd	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-15033	eab37510bd5dfbb72235e4b81f9763b483fd29bf45555c7c2486a5d3cf74ea87	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-2685	27d8cfb5a104bf40e0141d5e6345af96a385b3d032df41449ec42c32af772339	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-11306	174c24c5084fe779d4ba7f1207a810ed11a80b61a0efd191a02c462fef773865	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-4263	bbba89ce6f39c67015514512aac11f89ff2af0c352f6532c668818a6061dce2a	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-18028	b817b25fe76a37093bfccdf096a785cf1ba0cc325cfa3acf6c284d964a6f5cec	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-26078	b78535648af4584f778dd75c993956579175fdfad2d5faabc50085141c7f1a91	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-12582	f6a07a427e7d1ff2cf0cc1df36b5e093ecc58960e2fbe030fe69231cc07e1b34	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-18317	63b42fe30951f78bda3cef558a37efb72669a279a4b114c0cf7754f63d4b82d8	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	test-00000-of-00001.parquet	parquet	6e615a692be0ac2f88dddccd3546f7f70954bd558cba484658a892d2dac64329	row-1350	269938b973c4f73d151fe1eb12c3c3678324a9bddbbec952c3aa2d5cd0a8eab6	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-4392	842fa04c20aa5cf45ac31b7c5c555406bb2c10ac08d8f91f4ab9314fabce9bf3	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-24351	fe05661c0c0a4b30ba423b66cb88f978ddf95ee5ee77c585e01fb3407dc4e536	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-14783	d91d1cdd735c9e624bce92b7f35a63b20f7b15c25fadd5a2da17e3b149edc60d	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-2207	57d5b7caa4c057dc20ec6d87d9591fba7897229e0f1ca239aa74d30f818427f7	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-17012	daa459a2b749beb260f1371d9bebea58f769527370f1adce54da9abf0b9a29e1	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-2734	5cb052e4288ef9ddda98b3487efb9db1073da9070b180176df59b4b4cac1dada	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-23657	eebf81483d658ef277f1723ae91686d27728b0b05af1e7fd8a7ff80d02ca3448	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	2605.10400v1.pdf	pdf	17d6388b4f8497f626d94a7342893b0bdef581f41e6deec097d2197aef115ede	page-0039-chunk-001	b79ac4c17e4063533efa55f2ffbc8d322567386f169051ebfc11fa047d108a48	[ "pdf", "research", "document-parsing" ]	{ "title": "Resolution-Aware Perpetual Futures on Binary Prediction Markets: An Empirical Risk-Design Framework Using Polymarket Data", "page": 39, "chunk": 1, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-23954	de8ab9cdc2c7639ae06efef1d55460fc242475a2961917b5d4be6336cfd9b597	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-6675	0957d96f45bcd49afe07eb345edf9d7336f558d70fd12a366e2af096b1e872f2	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-22093	7a383f1b91f57aefbab71f9ab39b838520432ce2697c25168cdb0ba594dfc105	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-22233	67e4f1ab4dec6431a50a3c7f4b8a999291a3b9b128d3aba450d2c064ac5153e3	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-14907	8e63a80d93e369cd3236e423777f3ffd8b2b37a59039b22c5cd44f8a7c3014fc	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-3461	9abb8851efed84fe66ac07d51706672169a9ac4b7617e3917e01a77143eee4d0	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-3975	ccdb247245a2be382d2e06aa07fc7f88ee03a6cd15bb6562ec1cc394f76fba27	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-17891	6f18c0e0a5aaf844f95f2f00663464bf99cd0fa009960dfcaf64e1e344334156	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-22200	b7f1902430eeedc4673fb49f985c38026cd9f11c22dfbaad86d2331a9634f832	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	test-00000-of-00001.parquet	parquet	6e615a692be0ac2f88dddccd3546f7f70954bd558cba484658a892d2dac64329	row-1081	aaeedfe6e28751733c50ff753457f59a2659bc7fe0ac0f7f018f1c6340b477bc	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	2412.07591v2.pdf	pdf	22d9fb4d23cf2eab79f1014c2af356b608e6007b692f128e1547957da352129e	page-0004-chunk-002	b26033dfadf51ddcf7865b388b27b10f06cee176054a8eab7f2983bfb853b30e	[ "pdf", "research", "document-parsing" ]	{ "title": "CoinCLIP: A Multimodal Framework for Assessing Viability in Web3 Memecoins", "page": 4, "chunk": 2, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	test-00000-of-00001.parquet	parquet	6e615a692be0ac2f88dddccd3546f7f70954bd558cba484658a892d2dac64329	row-124	169b5e68f1a36a31b0b0224cdd551302962888a8d21ffad384284f16d0c560e1	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-7428	dcc1120a2a688d4ecc6abd65fe9a0326f69db0bdea852d0c1e1846b47b35951d	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-17551	8b9eb90d7d2838ccf31519ff163f5bb4e36d1067f1fc6d225fe774c2ad2024aa	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-8276	481bbcc284f947e0e79798e60af2f9ce8505f87de362d294ffbf6e23c438c226	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-1288	3e52033ae00635dfd6df7d18b3a9118f9bce26584b8d8df3bfe17ba4a896da0b	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-19434	b0b55327c1f15aa778bcd6c1333597fdfb2276bdef0481f1735af46acdec4910	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-11580	5bc0c32b272131db272f0b5d3bca80cc20640faa9ba5a9ffb9e49564cb7a832f	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-8916	49f6a2432c4b94071aaaf6f4ed3d93e46d1e7f1ced4d87a6ea1ca12ae0385f66	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }
[ { "role": "system", "content": "You are Clawd, a sovereign Solana-native AI agent. You help developers and researchers reason about Solana, ZK systems, crypto datasets, trading analytics, and agent infrastructure. Ground answers in the supplied source context and refuse requests for wallet draining, private...	train-00000-of-00001.parquet	parquet	3240d3275f2c1c74e1b542c1cb07d93b7739458fc23ce98e4d3b483f3bc4c257	row-3917	f66b690d6d8158331eb30eb4330945632c1054b536c99581376650a032b68bbb	[ "parquet", "qa", "solana" ]	{ "title": null, "page": null, "chunk": null, "cell": null, "cell_type": null }

End of preview. Expand in Data Studio

Solana Clawd Realtime Research Instruct

Instruction-tuning dataset generated by scripts/realtime_dataset_ingest.py from submitted PDFs, notebooks, parquet QA rows, JSON/JSONL files, and local reference text.

Total examples: 29058
Train/eval/test: 26152 / 1452 / 1454
Sources: 28
Duplicate examples removed: 0
Duplicate files skipped: 2
Secret-like records skipped: 296

Format

Each row uses OpenAI/Hugging Face chat messages:

{"messages": [{"role": "system", "content": "..."}, {"role": "user", "content": "..."}, {"role": "assistant", "content": "..."}]}

Rows also include non-training metadata columns: source, source_type, source_sha256, record_id, example_sha256, tags, and metadata.

Sources

2410.21169v5.pdf (pdf, 57 examples)
2412.04913v3.pdf (pdf, 8 examples)
2412.07591v2.pdf (pdf, 8 examples)
2512.01112v3.pdf (pdf, 104 examples)
2512.06505v4.pdf (pdf, 13 examples)
2512.19113v2.pdf (pdf, 37 examples)
2512.22476v1.pdf (pdf, 68 examples)
2601.10812v1.pdf (pdf, 37 examples)
2601.17008v1.pdf (pdf, 19 examples)
2602.00776v1.pdf (pdf, 29 examples)
2602.14860v1.pdf (pdf, 30 examples)
2603.10092v1.pdf (pdf, 27 examples)
2604.01431v1.pdf (pdf, 19 examples)
2605.05089v1.pdf (pdf, 32 examples)
2605.05878v1.pdf (pdf, 16 examples)
2605.10400v1.pdf (pdf, 87 examples)
2605.10428v1.pdf (pdf, 48 examples)
2605.12151v2.pdf (pdf, 9 examples)
2605.29174v1 (1).pdf (pdf, 24 examples)
2605.29174v1.pdf (pdf, 0 examples)
2606.08232v1 (1).pdf (pdf, 11 examples)
2606.08232v1.pdf (pdf, 0 examples)
analysing-crypto-charts-like-pro.ipynb (notebook, 47 examples)
analysis-of-smart-contracts-in-blockchain.ipynb (notebook, 22 examples)
solana-prediction.ipynb (notebook, 53 examples)
test-00000-of-00001.parquet (parquet, 1407 examples)
train-00000-of-00001.parquet (parquet, 26843 examples)
SKILL.md (text, 3 examples)

Source Inventory

PDF Research Sources

File	What it contains	Pages	Examples	Identifier
2410.21169v5.pdf	Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction	46	57	https://arxiv.org/abs/2410.21169v5
2412.04913v3.pdf	Bridging Culture and Finance: A Multimodal Analysis of Memecoins in the Web3 Ecosystem	4	8	-
2412.07591v2.pdf	CoinCLIP: A Multimodal Framework for Assessing Viability in Web3 Memecoins	4	8	-
2512.01112v3.pdf	Autodeleveraging: Impossibilities and Optimization	103	104	https://arxiv.org/abs/2512.01112v3
2512.06505v4.pdf	Amortizing Perpetual Options	12	13	https://arxiv.org/abs/2512.06505v4
2512.19113v2.pdf	A Unified Framework and Comparative Study of Decentralized Finance Derivatives Protocols	36	37	https://arxiv.org/abs/2512.19113v2
2512.22476v1.pdf	AutoQuant: An Auditable Expert-System Framework for Execution-Constrained Auto-Tuning in Cryptocurrency Perpetual Futures	67	68	https://arxiv.org/abs/2512.22476v1
2601.10812v1.pdf	Optimal Liquidation of Perpetual Contracts	36	37	https://arxiv.org/abs/2601.10812v1
2601.17008v1.pdf	Bayesian Robust Financial Trading with Adversarial Synthetic Market Data	12	19	https://arxiv.org/abs/2601.17008v1
2602.00776v1.pdf	Explainable Patterns in Cryptocurrency Microstructure	28	29	https://arxiv.org/abs/2602.00776v1
2602.14860v1.pdf	Predicting the success of new crypto-tokens: the Pump.fun case	29	30	https://arxiv.org/abs/2602.14860v1
2603.10092v1.pdf	Execution Is the New Attack Surface: Survivability-Aware Agentic Crypto Trading with OpenClaw-Style Local Executors	26	27	https://arxiv.org/abs/2603.10092v1
2604.01431v1.pdf	Do Prediction Markets Forecast Cryptocurrency Volatility? Evidence from Kalshi Macro Contracts	14	19	https://arxiv.org/abs/2604.01431v1
2605.05089v1.pdf	Dynamic Collateral Control for Permissionless Spot Perpetual Basis Trading	23	32	https://arxiv.org/abs/2605.05089v1
2605.05878v1.pdf	Agentic, Context-Aware Risk Intelligence in the Internet of Value	15	16	https://arxiv.org/abs/2605.05878v1
2605.10400v1.pdf	Resolution-Aware Perpetual Futures on Binary Prediction Markets: An Empirical Risk-Design Framework Using Polymarket Data	86	87	https://arxiv.org/abs/2605.10400v1
2605.10428v1.pdf	A Taxonomy of Event-Linked Perpetual Futures: Variant Designs Beyond the Single-Market Binary Case	47	48	https://arxiv.org/abs/2605.10428v1
2605.12151v2.pdf	RED-2400: A Public Benchmark of Algorithmically-Rejected Trading Events with Outcome Labels	8	9	-
2605.29174v1 (1).pdf	Paper Agents, Paper Gains: An Empirical Analysis of DeFi Investment Agents	23	24	https://arxiv.org/abs/2605.29174v1
2605.29174v1.pdf	duplicate file skipped	-	0	-
2606.08232v1 (1).pdf	Hour-Aware Adaptive Risk Management for Autonomous Memecoin Trading: A Multi-Layer Intelligence Framework	11	11	-
2606.08232v1.pdf	duplicate file skipped	-	0	-

Notebook Sources

File	Cells	Kernel	Examples
analysing-crypto-charts-like-pro.ipynb	53	Python 3	47
analysis-of-smart-contracts-in-blockchain.ipynb	27	Python 3	22
solana-prediction.ipynb	67	Python 3	53

Parquet QA Sources

File	Rows	Columns	Examples
test-00000-of-00001.parquet	1426	question, answer, chunk	1407
train-00000-of-00001.parquet	27092	question, answer, chunk	26843

Text and Skill Sources

File	Type	Details	Examples
SKILL.md	text	10506	3

Google Document Processing

The ingestion script supports Google-backed PDF extraction:

pdf_extractor: auto tries Document AI when OAuth/ADC credentials are present, then Gemini when GEMINI_API_KEY or GOOGLE_API_KEY is present, then local pypdf.
Document AI endpoint: https://us-documentai.googleapis.com/v1/projects/1013652097839/locations/us/processors/29a612e70aee73e1:process
Document AI field mask: text,pages.pageNumber,pages.detectedLanguages,pages.imageQualityScores
Document AI billing labels: pipeline=solana-clawd, dataset=realtime-research, client=clawd
Gemini model: gemini-2.5-flash

Document AI's ProcessDocument endpoint normally requires Google Cloud OAuth or Application Default Credentials. API keys are used by the Gemini extractor.

Reproduce

cd /path/to/solana-clawd/ai-training
python3 scripts/realtime_dataset_ingest.py --config configs/realtime_dataset_config.yaml
python3 scripts/realtime_dataset_ingest.py --input my.pdf my.json --push
python3 scripts/realtime_dataset_ingest.py --pdf-extractor gemini --input my.pdf
python3 scripts/realtime_dataset_ingest.py --pdf-extractor documentai --input my.pdf

Use watch mode for drop-folder style updates:

python3 scripts/realtime_dataset_ingest.py --watch-dir data/incoming --watch --push

Safety Notes

The builder filters high-confidence API keys, private keys, and token patterns before writing rows. It does not publish local absolute paths in dataset rows. Review data/realtime_research_dataset_manifest.json before public release.