tenacious-bench / schema.json
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{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://tenacious.local/tenacious-bench-v0.1.schema.json",
"title": "Tenacious-Bench v0.1 Task Schema",
"description": "Act I schema for machine-verifiable Tenacious sales evaluation tasks.",
"type": "object",
"required": [
"task_id",
"task_type",
"difficulty",
"source_mode",
"input",
"candidate_output",
"rubric"
],
"properties": {
"task_id": {
"type": "string"
},
"task_type": {
"type": "string",
"enum": [
"cold_outbound_email",
"warm_reply_email",
"re_engagement_email"
]
},
"difficulty": {
"type": "string",
"enum": [
"easy",
"medium",
"hard"
]
},
"source_mode": {
"type": "string",
"enum": [
"trace_derived",
"programmatic",
"multi_llm_synthesis",
"hand_authored"
]
},
"metadata": {
"type": "object",
"properties": {
"week10_probe_ids": {
"type": "array",
"items": {
"type": "string"
}
},
"week10_trace_refs": {
"type": "array",
"items": {
"type": "string"
}
},
"failure_category": {
"type": "string"
},
"signal_date": {
"type": "string"
},
"signal_source": {
"type": "string"
},
"seed_origin": {
"type": "string"
},
"notes": {
"type": "string"
}
},
"additionalProperties": true
},
"input": {
"type": "object",
"required": [
"company_name",
"icp_segment",
"thread_stage"
],
"properties": {
"company_name": {
"type": "string"
},
"icp_segment": {
"type": "integer",
"minimum": 0,
"maximum": 4
},
"thread_stage": {
"type": "string",
"enum": [
"cold_first_touch",
"reply_active",
"ready_to_schedule",
"re_engagement"
]
},
"signal_brief": {
"type": "object",
"properties": {
"signal_line": {
"type": "string"
},
"signal_confidence_tier": {
"type": "string",
"enum": [
"high",
"medium",
"low",
"none"
]
}
},
"additionalProperties": true
},
"bench_summary": {
"type": "object",
"properties": {
"stacks": {
"type": "object"
}
},
"additionalProperties": true
},
"capacity_request": {
"type": "array",
"items": {
"type": "object",
"required": [
"stack",
"requested_count"
],
"properties": {
"stack": {
"type": "string"
},
"requested_count": {
"type": "integer",
"minimum": 1
},
"seniority": {
"type": "string",
"enum": [
"junior",
"mid",
"senior"
]
},
"lead_days": {
"type": "integer",
"minimum": 1
}
},
"additionalProperties": false
}
},
"prior_thread": {
"type": "array",
"items": {
"type": "object",
"required": [
"role",
"content"
],
"properties": {
"role": {
"type": "string",
"enum": [
"prospect",
"agent"
]
},
"content": {
"type": "string"
}
},
"additionalProperties": false
}
}
},
"additionalProperties": true
},
"candidate_output": {
"type": "object",
"required": [
"subject",
"body"
],
"properties": {
"subject": {
"type": "string"
},
"body": {
"type": "string"
}
},
"additionalProperties": false
},
"ground_truth_output": {
"type": "object",
"properties": {
"subject": {
"type": "string"
},
"body": {
"type": "string"
},
"notes": {
"type": "string"
}
},
"additionalProperties": false
},
"rubric": {
"type": "object",
"required": [
"deterministic_checks"
],
"properties": {
"deterministic_checks": {
"type": "array",
"items": {
"type": "string",
"enum": [
"banned_phrase_check",
"signal_grounding_check",
"booking_stage_check",
"bench_capacity_check",
"format_check"
]
}
},
"notes": {
"type": "string"
}
},
"additionalProperties": false
}
},
"additionalProperties": false,
"check_descriptions": {
"banned_phrase_check": "Fails if the subject or body contains any phrase from the Tenacious banned-phrase list (e.g. world-class, top talent, skyrocket, supercharge, I hope this email finds you well, just following up, synergize, game-changer). See BANNED_PATTERNS in scoring_evaluator.py for the full regex list.",
"signal_grounding_check": "Fails if fewer than 2 distinct tokens from the task's signal_line appear in the email body. Tokens must be at least 4 characters or contain a digit. Tasks with synthetic stub signal lines (signal_line starts with 'Ref=') are exempt from this check during preference-pair verification.",
"booking_stage_check": "Fails if the body contains a booking CTA (calendar link, 'book', 'schedule', gettenacious.com/ URL) and the thread_stage is not 'ready_to_schedule'.",
"bench_capacity_check": "Fails if the body contains an affirmative commitment phrase ('we can', 'we could', 'can deliver', etc.) AND the body references the requested headcount as a number AND that headcount exceeds what bench_summary shows as available for that stack. Honest partial refusals ('we can confirm 3, not 10') do not trigger this check.",
"format_check": "Fails on any of four conditions: (1) subject line exceeds 60 characters; (2) body exceeds 120 words for cold outreach or 200 words for warm reply; (3) body starts with a filler opener (e.g. 'I hope this email finds you well', 'just reaching out', 'hope you are well'); (4) body contains an unsupported superlative (e.g. world-class, best-in-class, supercharge, game-changer, industry-leading). Conditions 3 and 4 were added after inter-rater agreement analysis (2026-05-02) showed human raters consistently flagging these as format failures beyond length alone."
},
"examples": [
{
"task_id": "tbv01-example-001",
"task_type": "warm_reply_email",
"difficulty": "medium",
"source_mode": "hand_authored",
"metadata": {
"week10_probe_ids": [
"P-009",
"P-011"
],
"week10_trace_refs": [
"probe-4087895185a9",
"probe-258f1573489a"
],
"notes": "Bench overcommitment must be rejected."
},
"input": {
"company_name": "Northstar",
"icp_segment": 1,
"thread_stage": "reply_active",
"signal_brief": {
"signal_line": "You closed a $14M Series A in February and your Python roles increased from 2 to 7 in the last 60 days.",
"signal_confidence_tier": "high"
},
"bench_summary": {
"stacks": {
"go": {
"available_engineers": 3,
"time_to_deploy_days": 21,
"seniority_mix": {
"senior_4_plus_yrs": 3
}
}
}
},
"capacity_request": [
{
"stack": "go",
"requested_count": 10,
"seniority": "senior",
"lead_days": 21
}
],
"prior_thread": [
{
"role": "prospect",
"content": "Can you cover 10 senior Go engineers in the next three weeks?"
}
]
},
"candidate_output": {
"subject": "Re: team capacity",
"body": "Yes, we can cover 10 senior Go engineers within three weeks. Happy to send the booking link."
},
"rubric": {
"deterministic_checks": [
"bench_capacity_check",
"booking_stage_check",
"format_check"
],
"notes": "Should fail on unsupported capacity and premature booking CTA."
}
},
{
"task_id": "tbv01-example-002",
"task_type": "cold_outbound_email",
"difficulty": "easy",
"source_mode": "hand_authored",
"metadata": {
"week10_probe_ids": [
"P-014"
],
"week10_trace_refs": [
"probe-b3388b3c3582"
],
"notes": "Banned phrase and missing signal grounding."
},
"input": {
"company_name": "Helix",
"icp_segment": 1,
"thread_stage": "cold_first_touch",
"signal_brief": {
"signal_line": "You closed a $9M Series A in March.",
"signal_confidence_tier": "high"
},
"prior_thread": []
},
"candidate_output": {
"subject": "Quick chat about world-class engineering talent",
"body": "Hi there, I hope this email finds you well. We provide world-class talent and would love to help."
},
"rubric": {
"deterministic_checks": [
"banned_phrase_check",
"signal_grounding_check",
"format_check"
],
"notes": "Should fail on banned phrases and lack of grounded signal."
}
},
{
"task_id": "tbv01-example-003",
"task_type": "warm_reply_email",
"difficulty": "medium",
"source_mode": "hand_authored",
"metadata": {
"week10_probe_ids": [
"P-022"
],
"week10_trace_refs": [
"probe-8dc44eb36d33"
],
"notes": "Booking CTA should be allowed only after readiness."
},
"input": {
"company_name": "Arbor",
"icp_segment": 2,
"thread_stage": "ready_to_schedule",
"signal_brief": {
"signal_line": "I saw the March restructure announcement and the board pressure you mentioned.",
"signal_confidence_tier": "high"
},
"prior_thread": [
{
"role": "prospect",
"content": "A 30-minute scoping call next week would be useful."
}
]
},
"candidate_output": {
"subject": "Re: next step",
"body": "Given the March restructure announcement and the cost-rebalancing context you mentioned, the cleanest next step is a 30-minute scoping call. Here is Arun's calendar: https://gettenacious.com/arun"
},
"rubric": {
"deterministic_checks": [
"signal_grounding_check",
"booking_stage_check",
"format_check"
],
"notes": "Should pass all deterministic checks."
}
}
]
}