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whetstone_RSA/semantic/prereq_op_tsv/prereq_resolve_eval.tsv
Bill Holcombe c4569de9ca Sprint 003 findings + Sprint 004 pipeline decision audit plan 
- split_prereq_op_dataset.py: extract accepted/rejected/schema-drift rows per gate
- gen_prereq_op_rsa_data.py: convert accepted rows to Fabricate TSV format
- 1000-run extracted dataset: 1297 accepted prereq_op rows, 24 schema-drift
- Key finding: needs_validate_intake always True; effective gate is binary
  (needs_resolve_dependencies 77%, needs_architect_review 20%)
- Key finding: run corpus text is template-driven (17 unique inputs) — not
  suitable for text-based training; RSA exists before ideal input is available
- ROADMAP: gate lifecycle framing — goal is choice of backend, not forced
  determinism; RSA operates on imperfect/mixed/incomplete input by design
- training_data_strategy.md: taskitem-as-self-contained-work-unit constraint
- SPRINT-003: updated with 1000-run results, text audit findings, design constraints
- SPRINT-004: pipeline decision audit — manual walkthrough of every decision
  from project description to generated artifact; execute next session

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-12 21:43:17 -06:00

44 KiB
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110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
200title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
300title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
400title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: scenario 1 given when then; scenario 2 given when then; required artifacts and pass conditions | constraints: language runtime constraints; forbidden dependencies apis; determinism replay requirements
510title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
600title: Intake Foundation Primary | reasons: high_confidence_clear_path
700title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
810title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
900title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: scenario 1 given when then; scenario 2 given when then; required artifacts and pass conditions | constraints: language runtime constraints; forbidden dependencies apis; determinism replay requirements
1000title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
1110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
1210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one event; at least one event; no malformed mcp payloads; no unbounded loops
1310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
1400title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
1500title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language java; available libraries spring boot jackson jooq flyway; use library apis explicitly where suitable in execution contracts
1610title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
1710title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
1800title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
1910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
2010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
2100title: Intake Foundation Primary | reasons: high_confidence_clear_path
2210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
2310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
2410title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
2510title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
2610title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
2710title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: all sprint step tests pass; no regression in existing mcp tool behavior; generated task queue is ready or blockers are explicit | constraints: follow architecture gate requirements from sprint plan; keep changes deterministic and test backed
2810title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
2910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
3010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
3110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
3210title: Execution Readiness Primary | reasons: depends_on_prior_tasks
3310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
3410title: Execution Readiness Primary | reasons: depends_on_prior_tasks
3510title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
3610title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
3710title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
3810title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
3910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
4010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
4110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one event; at least one event; no malformed mcp payloads; no unbounded loops
4210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
4310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
4410title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
4510title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
4600title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
4710title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
4800title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
4910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
5010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
5110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
5210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
5310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
5410title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
5510title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
5610title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
5710title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
5810title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
5910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
6010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
6110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
6210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
6300title: Intake Foundation Primary | reasons: high_confidence_clear_path
6410title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
6510title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
6610title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
6710title: Execution Readiness Primary | reasons: depends_on_prior_tasks
6810title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
6910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
7010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
7100title: Intake Foundation Primary | reasons: high_confidence_clear_path
7210title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: all sprint step tests pass; no regression in existing mcp tool behavior; generated task queue is ready or blockers are explicit | constraints: follow architecture gate requirements from sprint plan; keep changes deterministic and test backed
7310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
7400title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: all sprint step tests pass; no regression in existing mcp tool behavior; generated task queue is ready or blockers are explicit | constraints: follow architecture gate requirements from sprint plan; keep changes deterministic and test backed
7500title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
7610title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language rust; available libraries axum serde tokio sqlx; use library apis explicitly where suitable in execution contracts
7700title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
7810title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
7910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
8000title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
8100title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
8210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
8310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
8410title: Execution Readiness Primary | reasons: depends_on_prior_tasks
8500title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
8600title: Intake Foundation Primary | reasons: high_confidence_clear_path
8710title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
8810title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
8910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
9010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
9110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
9210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
9300title: Intake Foundation Primary | reasons: high_confidence_clear_path
9400title: Intake Foundation Primary | reasons: high_confidence_clear_path
9510title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language java; available libraries spring boot jackson jooq flyway; use library apis explicitly where suitable in execution contracts
9610title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
9710title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language rust; available libraries axum serde tokio sqlx; use library apis explicitly where suitable in execution contracts
9810title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: scenario 1 given when then; scenario 2 given when then; required artifacts and pass conditions | constraints: language runtime constraints; forbidden dependencies apis; determinism replay requirements
9910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
10010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
10110title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
10210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
10300title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language rust; available libraries axum serde tokio sqlx; use library apis explicitly where suitable in execution contracts
10410title: Execution Readiness Primary | reasons: depends_on_prior_tasks
10500title: Intake Foundation Primary | reasons: high_confidence_clear_path
10610title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
10710title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
10810title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
10910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
11000title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
11110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
11210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
11310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
11410title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
11500title: Intake Foundation Primary | reasons: high_confidence_clear_path
11610title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
11700title: Intake Foundation Primary | reasons: high_confidence_clear_path
11800title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
11900title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: all sprint step tests pass; no regression in existing mcp tool behavior; generated task queue is ready or blockers are explicit | constraints: follow architecture gate requirements from sprint plan; keep changes deterministic and test backed
12010title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: all sprint step tests pass; no regression in existing mcp tool behavior; generated task queue is ready or blockers are explicit | constraints: follow architecture gate requirements from sprint plan; keep changes deterministic and test backed
12110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
12210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
12310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
12400title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
12500title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
12600title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language node; available libraries express zod prisma bullmq; use library apis explicitly where suitable in execution contracts
12710title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
12810title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
12910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
13010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
13110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
13210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
13310title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
13410title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: generate deterministic taskitems with strict execution contracts; include selected library and preferred apis per task where applicable | constraints: primary language cpp; available libraries boost nlohmann json fmt; prefer explicit use of selected library apis in task execution contracts
13500title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language node; available libraries express prisma zod
13610title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
13700title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language node; available libraries express prisma zod
13810title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
13900title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: generate deterministic taskitems with strict execution contracts; include selected library and preferred apis per task where applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy; prefer explicit use of selected library apis in task execution contracts
14010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
14110title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language node; available libraries express zod prisma bullmq; use library apis explicitly where suitable in execution contracts
14210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
14310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
14400title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: generate deterministic taskitems with strict execution contracts; include selected library and preferred apis per task where applicable | constraints: primary language cpp; available libraries boost nlohmann json fmt; prefer explicit use of selected library apis in task execution contracts
14510title: Execution Readiness Primary | reasons: depends_on_prior_tasks
14600title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: scenario 1 given when then; scenario 2 given when then; required artifacts and pass conditions | constraints: language runtime constraints; forbidden dependencies apis; determinism replay requirements
14700title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
14810title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
14910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
15010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
15110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
15210title: Execution Readiness Primary | reasons: depends_on_prior_tasks
15310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
15410title: Execution Readiness Primary | reasons: depends_on_prior_tasks
15510title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
15610title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
15710title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
15810title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
15910title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language node; available libraries express zod prisma bullmq; use library apis explicitly where suitable in execution contracts
16010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
16110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
16210title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language node; available libraries express zod prisma bullmq; use library apis explicitly where suitable in execution contracts
16310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
16410title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
16500title: Intake Foundation Primary | reasons: high_confidence_clear_path
16610title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
16700title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts | constraints: primary language cpp; available libraries cublas nlohmann json numpy
16800title: Intake Foundation Primary | reasons: high_confidence_clear_path
16910title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
17010title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
17110title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
17210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
17300title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: all sprint step tests pass; no regression in existing mcp tool behavior; generated task queue is ready or blockers are explicit | constraints: follow architecture gate requirements from sprint plan; keep changes deterministic and test backed
17410title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
17500title: Intake Foundation Primary | reasons: high_confidence_clear_path
17600title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: scenario 1 given when then; scenario 2 given when then; required artifacts and pass conditions | constraints: language runtime constraints; forbidden dependencies apis; determinism replay requirements
17710title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
17810title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language node; available libraries express zod prisma bullmq; use library apis explicitly where suitable in execution contracts
17910title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language node; available libraries express prisma zod
18010title: Execution Readiness Primary | reasons: depends_on_prior_tasks
18110title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language java; available libraries spring boot jackson jooq flyway; use library apis explicitly where suitable in execution contracts
18210title: Execution Readiness Primary | reasons: depends_on_prior_tasks
18310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
18410title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: all sprint step tests pass; no regression in existing mcp tool behavior; generated task queue is ready or blockers are explicit | constraints: follow architecture gate requirements from sprint plan; keep changes deterministic and test backed
18510title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
18610title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
18710title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
18810title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
18910title: Execution Readiness Primary | reasons: depends_on_prior_tasks | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
19000title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
19100title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language python; available libraries fastapi pydantic sqlalchemy requests; use library apis explicitly where suitable in execution contracts
19210title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
19310title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one tool selection event; at least one tool execution event; no malformed mcp payloads; no unbounded loops
19400title: Intake Foundation Primary | reasons: high_confidence_clear_path | accepts: deterministic taskitems with strict execution contracts; include selected library and preferred apis when applicable | constraints: primary language go; available libraries gin sqlx zap segmentio kafka go; use library apis explicitly where suitable in execution contracts
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