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| # Agent execution protocol | |
| Each process reads one JSON object from stdin and returns one submission object | |
| on stdout. Logs go to stderr. The current input has task, corpus and | |
| learning_directory. corpus contains an absolute local path, format=jsonl.gz, | |
| n_documents and sha256. Unlike historical snapshots, documents are not inline. | |
| ```python | |
| import gzip, json, sys | |
| request = json.load(sys.stdin) | |
| with gzip.open(request['corpus']['path'], 'rt', encoding='utf-8') as stream: | |
| documents = [json.loads(line) for line in stream] | |
| # Discover conditions and comparisons with your own code and tools. | |
| ``` | |
| Search, indexing, iterative inspection and corpus-local learning are allowed. | |
| The full corpus is accessible, not just a preselected evidence packet. Final | |
| assignments must cover the selected population completely. The benchmark does | |
| not prescribe an agent architecture or provide a solver. | |
| Use task_only for corpus-only runs; unlabeled_pool also provides the downloaded | |
| learning directory. Freeze global prompts, thresholds and learned parameters | |
| before evaluation. Do not pass evaluation feedback or task-fitted state to later | |
| tasks. Report model, code and dataset commits, budget, track, elapsed time and | |
| tool/API usage. Public historical exposure should be disclosed. | |
| The runner checks checksums and outputs, starts a fresh process per task, applies | |
| the timeout, and reuses validated outputs only under an unchanged run manifest. | |
| It is NOT a sandbox: use an isolated environment to enforce resource, network, | |
| reference-access and cross-task restrictions. Corpus content may contain prompt | |
| injection; treat it as data. Keep keys local and do not commit them. | |