- 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>
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| 1 | 0 | 0 | title: 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 |
|---|---|---|---|
| 2 | 1 | 0 | title: 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 |
| 3 | 1 | 0 | title: 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 |
| 4 | 0 | 0 | title: 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 |
| 5 | 0 | 0 | title: 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 |
| 6 | 0 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 7 | 1 | 0 | title: 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 |
| 8 | 0 | 0 | title: 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 |
| 9 | 0 | 0 | title: 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 |
| 10 | 1 | 0 | title: 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 |
| 11 | 0 | 0 | title: 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 |
| 12 | 0 | 0 | title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one event; at least one event; no malformed mcp payloads; no unbounded loops |
| 13 | 0 | 0 | title: 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 |
| 14 | 1 | 0 | title: 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 |
| 15 | 1 | 0 | title: 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 |
| 16 | 0 | 0 | title: 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 |
| 17 | 0 | 0 | title: 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 |
| 18 | 1 | 0 | title: 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 |
| 19 | 0 | 0 | title: 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 |
| 20 | 0 | 0 | title: 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 |
| 21 | 1 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 22 | 0 | 0 | title: 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 |
| 23 | 0 | 0 | title: 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 |
| 24 | 0 | 0 | title: 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 |
| 25 | 0 | 0 | title: 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 |
| 26 | 0 | 0 | title: 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 |
| 27 | 0 | 0 | title: 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 |
| 28 | 0 | 0 | title: 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 |
| 29 | 0 | 0 | title: 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 |
| 30 | 0 | 0 | title: 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 |
| 31 | 0 | 0 | title: 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 |
| 32 | 0 | 0 | title: Execution Readiness Primary | reasons: depends_on_prior_tasks |
| 33 | 0 | 0 | title: 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 |
| 34 | 0 | 0 | title: Execution Readiness Primary | reasons: depends_on_prior_tasks |
| 35 | 0 | 0 | title: 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 |
| 36 | 0 | 0 | title: 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 |
| 37 | 0 | 0 | title: 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 |
| 38 | 0 | 0 | title: 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 |
| 39 | 0 | 0 | title: 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 |
| 40 | 0 | 0 | title: 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 |
| 41 | 0 | 0 | title: Execution Readiness Primary | reasons: high_confidence_clear_path | accepts: at least one event; at least one event; no malformed mcp payloads; no unbounded loops |
| 42 | 0 | 0 | title: 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 |
| 43 | 0 | 0 | title: 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 |
| 44 | 0 | 0 | title: 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 |
| 45 | 0 | 0 | title: 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 |
| 46 | 1 | 0 | title: 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 |
| 47 | 0 | 0 | title: 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 |
| 48 | 1 | 0 | title: 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 |
| 49 | 0 | 0 | title: 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 |
| 50 | 0 | 0 | title: 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 |
| 51 | 0 | 0 | title: 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 |
| 52 | 0 | 0 | title: 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 |
| 53 | 0 | 0 | title: 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 |
| 54 | 0 | 0 | title: 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 |
| 55 | 0 | 0 | title: 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 |
| 56 | 0 | 0 | title: 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 |
| 57 | 0 | 0 | title: 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 |
| 58 | 0 | 0 | title: 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 |
| 59 | 0 | 0 | title: 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 |
| 60 | 0 | 0 | title: 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 |
| 61 | 0 | 0 | title: 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 |
| 62 | 0 | 0 | title: 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 |
| 63 | 1 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 64 | 0 | 0 | title: 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 |
| 65 | 0 | 0 | title: 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 |
| 66 | 0 | 0 | title: 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 |
| 67 | 0 | 0 | title: Execution Readiness Primary | reasons: depends_on_prior_tasks |
| 68 | 0 | 0 | title: 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 |
| 69 | 0 | 0 | title: 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 |
| 70 | 0 | 0 | title: 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 |
| 71 | 1 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 72 | 0 | 0 | title: 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 |
| 73 | 0 | 0 | title: 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 |
| 74 | 1 | 0 | title: 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 |
| 75 | 1 | 0 | title: 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 |
| 76 | 0 | 0 | title: 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 |
| 77 | 1 | 0 | title: 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 |
| 78 | 0 | 0 | title: 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 |
| 79 | 0 | 0 | title: 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 |
| 80 | 1 | 0 | title: 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 |
| 81 | 1 | 0 | title: 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 |
| 82 | 0 | 0 | title: 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 |
| 83 | 0 | 0 | title: 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 |
| 84 | 0 | 0 | title: Execution Readiness Primary | reasons: depends_on_prior_tasks |
| 85 | 1 | 0 | title: 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 |
| 86 | 0 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 87 | 0 | 0 | title: 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 |
| 88 | 0 | 0 | title: 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 |
| 89 | 0 | 0 | title: 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 |
| 90 | 0 | 0 | title: 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 |
| 91 | 0 | 0 | title: 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 |
| 92 | 0 | 0 | title: 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 |
| 93 | 0 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 94 | 1 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 95 | 0 | 0 | title: 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 |
| 96 | 0 | 0 | title: 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 |
| 97 | 0 | 0 | title: 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 |
| 98 | 0 | 0 | title: 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 |
| 99 | 0 | 0 | title: 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 |
| 100 | 0 | 0 | title: 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 |
| 101 | 0 | 0 | title: 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 |
| 102 | 0 | 0 | title: 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 |
| 103 | 1 | 0 | title: 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 |
| 104 | 0 | 0 | title: Execution Readiness Primary | reasons: depends_on_prior_tasks |
| 105 | 1 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 106 | 0 | 0 | title: 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 |
| 107 | 0 | 0 | title: 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 |
| 108 | 0 | 0 | title: 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 |
| 109 | 0 | 0 | title: 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 |
| 110 | 1 | 0 | title: 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 |
| 111 | 0 | 0 | title: 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 |
| 112 | 0 | 0 | title: 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 |
| 113 | 0 | 0 | title: 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 |
| 114 | 0 | 0 | title: 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 |
| 115 | 0 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 116 | 0 | 0 | title: 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 |
| 117 | 1 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 118 | 1 | 0 | title: 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 |
| 119 | 1 | 0 | title: 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 |
| 120 | 0 | 0 | title: 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 |
| 121 | 0 | 0 | title: 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 |
| 122 | 0 | 0 | title: 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 |
| 123 | 0 | 0 | title: 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 |
| 124 | 1 | 0 | title: 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 |
| 125 | 1 | 0 | title: 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 |
| 126 | 1 | 0 | title: 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 |
| 127 | 0 | 0 | title: 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 |
| 128 | 0 | 0 | title: 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 |
| 129 | 0 | 0 | title: 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 |
| 130 | 0 | 0 | title: 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 |
| 131 | 0 | 0 | title: 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 |
| 132 | 0 | 0 | title: 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 |
| 133 | 0 | 0 | title: 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 |
| 134 | 0 | 0 | title: 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 |
| 135 | 0 | 0 | title: 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 |
| 136 | 0 | 0 | title: 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 |
| 137 | 0 | 0 | title: 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 |
| 138 | 0 | 0 | title: 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 |
| 139 | 1 | 0 | title: 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 |
| 140 | 0 | 0 | title: 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 |
| 141 | 0 | 0 | title: 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 |
| 142 | 0 | 0 | title: 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 |
| 143 | 0 | 0 | title: 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 |
| 144 | 1 | 0 | title: 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 |
| 145 | 0 | 0 | title: Execution Readiness Primary | reasons: depends_on_prior_tasks |
| 146 | 0 | 0 | title: 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 |
| 147 | 1 | 0 | title: 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 |
| 148 | 0 | 0 | title: 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 |
| 149 | 0 | 0 | title: 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 |
| 150 | 0 | 0 | title: 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 |
| 151 | 0 | 0 | title: 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 |
| 152 | 0 | 0 | title: Execution Readiness Primary | reasons: depends_on_prior_tasks |
| 153 | 0 | 0 | title: 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 |
| 154 | 0 | 0 | title: Execution Readiness Primary | reasons: depends_on_prior_tasks |
| 155 | 0 | 0 | title: 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 |
| 156 | 0 | 0 | title: 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 |
| 157 | 0 | 0 | title: 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 |
| 158 | 0 | 0 | title: 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 |
| 159 | 0 | 0 | title: 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 |
| 160 | 0 | 0 | title: 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 |
| 161 | 0 | 0 | title: 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 |
| 162 | 0 | 0 | title: 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 |
| 163 | 0 | 0 | title: 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 |
| 164 | 0 | 0 | title: 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 |
| 165 | 0 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 166 | 0 | 0 | title: 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 |
| 167 | 0 | 0 | title: 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 |
| 168 | 1 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 169 | 0 | 0 | title: 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 |
| 170 | 0 | 0 | title: 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 |
| 171 | 0 | 0 | title: 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 |
| 172 | 0 | 0 | title: 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 |
| 173 | 1 | 0 | title: 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 |
| 174 | 0 | 0 | title: 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 |
| 175 | 1 | 0 | title: Intake Foundation Primary | reasons: high_confidence_clear_path |
| 176 | 0 | 0 | title: 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 |
| 177 | 0 | 0 | title: 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 |
| 178 | 0 | 0 | title: 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 |
| 179 | 0 | 0 | title: 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 |
| 180 | 0 | 0 | title: Execution Readiness Primary | reasons: depends_on_prior_tasks |
| 181 | 0 | 0 | title: 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 |
| 182 | 0 | 0 | title: Execution Readiness Primary | reasons: depends_on_prior_tasks |
| 183 | 0 | 0 | title: 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 |
| 184 | 0 | 0 | title: 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 |
| 185 | 0 | 0 | title: 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 |
| 186 | 0 | 0 | title: 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 |
| 187 | 0 | 0 | title: 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 |
| 188 | 0 | 0 | title: 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 |
| 189 | 0 | 0 | title: 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 |
| 190 | 1 | 0 | title: 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 |
| 191 | 1 | 0 | title: 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 |
| 192 | 0 | 0 | title: 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 |
| 193 | 0 | 0 | title: 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 |
| 194 | 1 | 0 | title: 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 |