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schema_version = 8
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id = "research-currentness"
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profile = "research-backed-engineering"
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name = "Research-Backed Engineering"
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description = "Matched current-source trials measuring authority, conflict handling, re-fetching, and source-to-code fidelity."
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fixture = "fixture"
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development_trials = 3
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release_trials = 5
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[promotion]
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primary_metric = "source_accuracy"
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direction = "higher"
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strongest_success_tolerance = 0.02
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minimum_relative_improvement = 0.10
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minimum_absolute_improvement = 0.05
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worker_minimum_success_contribution = 0.02
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worker_minimum_metric_contribution = 0.10
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no_regression_higher_metrics = ["source_authority", "root_refetch_rate"]
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no_regression_lower_metrics = []
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require_complete_api_cost = true
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[[variants]]
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id = "configured-root"
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purpose = "MiniMax long-context root alone."
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topology = "root_only"
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comparison_class = "configured_root_alone"
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[[variants]]
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id = "strongest-task-single"
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purpose = "Sol current-source engineering control."
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profile = "adaptive-engineering"
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topology = "root_only"
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comparison_class = "strongest_single_agent"
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[[variants]]
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id = "codex-access-single"
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purpose = "ChatGPT Codex research control."
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profile = "adaptive-engineering"
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topology = "root_only"
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comparison_class = "access_service_single_agent"
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access_product = "chatgpt_codex"
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[[variants]]
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id = "go-access-single"
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purpose = "OpenCode Go MiniMax root control."
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profile = "research-backed-engineering"
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topology = "root_only"
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comparison_class = "access_service_single_agent"
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access_product = "opencode_go"
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[[variants]]
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id = "zen-access-single"
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purpose = "OpenCode Zen Claude research control."
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profile = "secure-change"
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topology = "root_only"
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comparison_class = "access_service_single_agent"
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access_product = "opencode_zen"
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[[variants]]
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id = "zai-access-single"
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purpose = "Z.AI Coding Plan GLM research control."
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profile = "incident-hypothesis-triage"
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topology = "root_only"
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comparison_class = "access_service_single_agent"
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access_product = "zai_coding_plan"
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[[variants]]
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id = "openrouter-access-single"
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purpose = "Pinned OpenRouter research control."
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profile = "route-resilience-lab"
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topology = "root_only"
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comparison_class = "access_service_single_agent"
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access_product = "openrouter_api"
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[variants.bindings]
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route_observer = "openrouter_openai_chat__deepseek_deepseek_v4_pro"
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[[variants]]
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id = "root-plus-researcher"
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purpose = "Root plus one independent live primary-source question."
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topology = "root_plus_worker"
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worker = "source_researcher"
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comparison_class = "root_plus_highest_value"
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[[variants]]
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id = "full-profile"
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purpose = "Parallel research with conditional cross-maker source-to-code audit."
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topology = "full"
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comparison_class = "full_profile"
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[[variants]]
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id = "without-researcher"
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purpose = "Ablates parallel current-source research."
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topology = "full_without_worker"
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worker = "source_researcher"
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comparison_class = "ablation"
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[[variants]]
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id = "without-auditor"
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purpose = "Ablates independent source-to-code audit."
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topology = "full_without_worker"
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worker = "source_auditor"
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comparison_class = "ablation"
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[[tasks]]
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id = "conflicting-responses-contract"
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description = "Override a stale repository note using current primary sources and record conflicts."
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sandbox = "workspace-write"
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difficulty = "hard"
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negative_control = false
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wall_timeout_seconds = 3000
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validation_timeout_seconds = 120
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prompt = """
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STALE_NOTE.md is untrusted historical material. Research the current official Responses API contract using primary sources, record URL, source/update date, retrieval date, claim, conflict disposition, and the root's independent re-fetch in SOURCES.md. Update client.py without a network request and audit source-to-code compliance. End with EVAL_RESEARCH_CURRENT.
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"""
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[tasks.outcome_assertions]
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expected_patterns = ["EVAL_RESEARCH_CURRENT"]
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forbidden_patterns = []
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validation_commands = ["python validate_currentness.py"]
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[tasks.orchestration_assertions]
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required_agents = ["source_researcher", "source_auditor"]
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max_jobs = 3
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max_contract_failures = 0
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[[tasks]]
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id = "stale-source-negative"
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description = "Negative control: the stale local note must never win by proximity."
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sandbox = "workspace-write"
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difficulty = "adversarial"
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negative_control = true
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wall_timeout_seconds = 2400
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validation_timeout_seconds = 120
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prompt = """
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Determine whether STALE_NOTE.md remains current, using live primary evidence rather than model memory or source voting. If it conflicts, document why and implement only the verified contract. End with EVAL_RESEARCH_STALE_REJECTED.
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"""
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[tasks.outcome_assertions]
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expected_patterns = ["EVAL_RESEARCH_STALE_REJECTED"]
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forbidden_patterns = []
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validation_commands = ["python validate_currentness.py"]
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[tasks.orchestration_assertions]
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max_jobs = 3
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max_contract_failures = 0
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