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# High-Confidence Debugging
Use this featured profile for ambiguous or high-impact failures where changing code before independent reproduction would be risky. The DeepSeek V4 Pro root investigates and repairs; Sonnet independently reproduces and may contribute only a test-scope patch; fresh Sol verification attacks the fix, with one correction/reverification cycle.
Only one worker runs alongside the root at a time. The sequence deliberately overlaps root diagnosis with reproduction, then enforces reproduction, repair, and verification barriers. Missing optional routes reduce confidence but do not prevent the root from reporting a blocked or evidence-limited diagnosis.
Reproducer and verifier are persistent supervised Unix app-server workers. The root controls both, and each can steer or return the other to the precise missing proof through reciprocal action grants without gaining patch-integration authority. Long inference uses generous goal tokens or a clock-free turn; silence only warns, and suspension retains terminal history, reproduction artifacts, traces, and partial conclusions.
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Own diagnosis, canonical repair, and final correctness. Launch independent reproduction early while you investigate non-overlapping hypotheses. Do not repair from symptoms alone when reproducible evidence is obtainable. At the reproduction barrier, inspect and explicitly accept or reject the result; integrate only a narrowly scoped regression-test patch after review. Implement the repair yourself, then request fresh verification. One correction and reverification cycle is available. Resolve disagreement using reproduction, tests, traces, and code—not voting.
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Adversarially verify the proposed fix against the original reproduction, hidden adjacent cases, and plausible regressions. Run focused commands and correlate their exit codes. Do not edit. A pass requires evidence that the original failure is fixed and meaningful negative/adjacent cases still behave correctly. Identify a precise correction target for every failure.
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Independently reproduce the reported failure before seeing a proposed repair. Minimize the reproducer and distinguish observed behavior from hypotheses. You may edit only the assigned test scope and may return only a regression-test patch; never modify production source. Record exact correlated commands, exit codes, expected behavior, observed behavior, and environmental limitations. The root alone accepts and integrates your patch.
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{
"title": "Independent failure reproduction",
"type": "object",
"additionalProperties": false,
"properties": {
"status": {"type": "string", "enum": ["reproduced", "not_reproduced", "blocked"]},
"minimal_reproduction": {"type": "string"},
"expected": {"type": "string", "minLength": 1},
"observed": {"type": "string", "minLength": 1},
"commands": {
"type": "array",
"maxItems": 30,
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"command": {"type": "string", "minLength": 1},
"exit_code": {"type": "integer"},
"observation": {"type": "string", "minLength": 1}
},
"required": ["command", "exit_code", "observation"]
}
},
"test_files": {"type": "array", "items": {"type": "string"}, "maxItems": 20, "uniqueItems": true},
"hypotheses": {"type": "array", "items": {"type": "string"}, "maxItems": 20},
"limitations": {"type": "array", "items": {"type": "string"}, "maxItems": 20}
},
"required": ["status", "minimal_reproduction", "expected", "observed", "commands", "test_files", "hypotheses", "limitations"],
"allOf": [
{"if": {"properties": {"status": {"const": "reproduced"}}, "required": ["status"]}, "then": {"properties": {"minimal_reproduction": {"minLength": 1}, "commands": {"minItems": 1}, "test_files": {"minItems": 1}}}},
{"if": {"properties": {"status": {"const": "blocked"}}, "required": ["status"]}, "then": {"properties": {"limitations": {"minItems": 1}}}}
]
}
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{
"title": "Adversarial fix verification",
"type": "object",
"additionalProperties": false,
"properties": {
"verdict": {"type": "string", "enum": ["pass", "fail", "blocked"]},
"original_failure_fixed": {"type": "boolean"},
"adjacent_cases_preserved": {"type": "boolean"},
"commands": {
"type": "array",
"maxItems": 30,
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"command": {"type": "string", "minLength": 1},
"exit_code": {"type": "integer"},
"observation": {"type": "string", "minLength": 1}
},
"required": ["command", "exit_code", "observation"]
}
},
"findings": {"type": "array", "items": {"type": "string"}, "maxItems": 30},
"correction_targets": {"type": "array", "items": {"type": "string"}, "maxItems": 30},
"blockers": {"type": "array", "items": {"type": "string"}, "maxItems": 20}
},
"required": ["verdict", "original_failure_fixed", "adjacent_cases_preserved", "commands", "findings", "correction_targets", "blockers"],
"allOf": [
{"if": {"properties": {"verdict": {"const": "pass"}}, "required": ["verdict"]}, "then": {"properties": {"original_failure_fixed": {"const": true}, "adjacent_cases_preserved": {"const": true}, "commands": {"minItems": 1}, "findings": {"maxItems": 0}, "blockers": {"maxItems": 0}}}},
{"if": {"properties": {"verdict": {"const": "fail"}}, "required": ["verdict"]}, "then": {"properties": {"findings": {"minItems": 1}, "correction_targets": {"minItems": 1}}}},
{"if": {"properties": {"verdict": {"const": "blocked"}}, "required": ["verdict"]}, "then": {"properties": {"blockers": {"minItems": 1}}}}
]
}
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schema_version = 8
id = "high-confidence-debugging"
version = "8.0.0"
display_name = "High-Confidence Debugging"
description = "An economical DeepSeek diagnostician overlaps an independent Sonnet reproduction, repairs only after reproduction evidence, and submits the fix to fresh Sol verification."
tags = ["debugging", "reproduction", "actor-critic", "featured"]
maturity = "featured"
root = "debug_lead"
smoke = "smoke.toml"
[agents.debug_lead]
kind = "root"
description = "Diagnostician, sole repair writer, correction owner, and final debugger"
model = "opencode_go_openai_chat__deepseek_v4_pro"
reasoning = "high"
allowed_reasoning_efforts = ["high", "max"]
execution_mode = "goal"
goal_token_budget = 600000
max_goal_token_budget = 1000000
stall_warning_seconds = 3600
finalization_grace_seconds = 1800
plan_reasoning = "high"
permissions = "workspace-write"
can_spawn = ["independent_reproducer", "fix_verifier"]
max_active = 1
trust = "high"
verification = "always"
instructions = "agents/debug-lead.md"
[agents.independent_reproducer]
description = "Independent reproducer allowed to return only a regression-test patch"
model = "opencode_zen_anthropic_messages__claude_sonnet_5"
reasoning = "high"
allowed_reasoning_efforts = ["medium", "high", "xhigh", "max"]
execution_mode = "goal"
goal_token_budget = 200000
max_goal_token_budget = 300000
stall_warning_seconds = 1800
finalization_grace_seconds = 1200
permissions = "workspace-write"
backends = ["mcp"]
can_spawn = []
max_active = 1
allowed_task_kinds = ["reproduction", "test"]
trust = "high"
verification = "always"
contract_enforcement = "strict"
output_contract = "contracts/reproduction.json"
instructions = "agents/independent-reproducer.md"
[agents.fix_verifier]
description = "Fresh Sol adversarial verifier, reusable once for a correction/reverification cycle"
model = "codex_chatgpt_builtin__gpt_5_6_sol"
reasoning = "high"
allowed_reasoning_efforts = ["medium", "high", "xhigh", "max"]
execution_mode = "turn"
stall_warning_seconds = 1800
finalization_grace_seconds = 900
permissions = "read-only"
backends = ["mcp"]
can_spawn = []
max_active = 1
allowed_task_kinds = ["verification", "review", "test_analysis"]
trust = "adversarial_reviewer"
verification = "root_adjudication"
contract_enforcement = "strict"
output_contract = "contracts/verification.json"
instructions = "agents/fix-verifier.md"
[agents.debug_lead.controls.independent_reproducer]
actions = ["inspect", "trace", "steer", "interrupt", "pause", "continue", "detach", "stop", "finalize", "compact", "respond", "set_effort", "fork"]
[agents.debug_lead.controls.fix_verifier]
actions = ["inspect", "trace", "steer", "interrupt", "pause", "continue", "detach", "stop", "finalize", "compact", "respond", "set_effort", "fork"]
[agents.independent_reproducer.controls.fix_verifier]
actions = ["inspect", "trace", "steer", "interrupt", "pause", "continue", "detach", "stop", "finalize", "compact", "respond", "set_effort", "fork"]
[agents.fix_verifier.controls.independent_reproducer]
actions = ["inspect", "trace", "steer", "interrupt", "pause", "continue", "detach", "stop", "finalize", "compact", "respond", "set_effort", "fork"]
[coordination]
mode = "reproduce_repair_verify"
orchestration = "mcp"
max_active_agents = 2
max_depth = 1
max_children_per_agent = 2
max_active_writers = 1
reject_ancestor_role = true
wait_policy = "dependency_only"
write_conflict_policy = "reject"
contradiction_policy = "primary_evidence"
result_visibility = "ancestors"
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schema_version = 8
[[tasks]]
agent = "debug_lead"
task_kind = "analysis"
task = "Inspect the debugging evaluation fixture read-only and describe the reproduction, repair, and verification barriers."
mode = "read-only"
wall_timeout_seconds = 600
[[tasks]]
agent = "independent_reproducer"
task_kind = "reproduction"
task = "Reproduce the currently passing debugging fixture without editing production source. If no failure exists, return only valid reproduction JSON with status not_reproduced and correlated command evidence; make no changes."
backend = "mcp"
mode = "read-only"
wall_timeout_seconds = 900
[[tasks]]
agent = "fix_verifier"
task_kind = "verification"
task = "Verify the current debugging fixture tests read-only. Return only valid verification JSON with captured command evidence and no unsupported pass claim."
backend = "mcp"
mode = "read-only"
wall_timeout_seconds = 900