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Glama

atisbo_decide

Destructive

PM decision facade. CURATE: evidence review/grouping, deal-breakers. EXECUTE: create, update, dispatch or delete Solutions, record Outcomes. DOCUMENT/GOVERN: living docs, coverage, schedules, knowledge, strategy. log_decision is only for external decisions; mutations log themselves. Writes require UUIDs. mode=declare_pm_exception marks a CLAIM as needing a human decision.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idNodelete_knowledge/set_knowledge_category doc id.
modeYesResolve names to UUIDs before mutating; notes per mode in meta.guidance.
noteNorecord_outcome narrative max 5000; triage/log_decision rationale max 2000.
specNo
briefNodispatch_solution: agent brief.
forceNoConfirms a source-deleting reassignment; omit = CONFIRMATION_REQUIRED.
titleNo
effortNoSize estimate, person-weeks. Sizing only, never affects order.
matrixNovalidate_delivery: one entry per success criterion.
pr_urlNo
statusNoTarget classification.
commentNoupdate_solution: thread report as the agent.
missionNoupdate_strategy: informational only. ≤2000.
node_idNo
outcomeNorecord_outcome: launch impact.
roadmapNoupdate_strategy: informational only. ≤5000.
verdictNomode=triage: BOTH values close the claim — see guidance.
categoryNolabel to set; null clears.
claim_idNoClaim UUID — resolve names with atisbo_lookup mode=resolve first
decisionNo
strategyNoupdate_strategy: the only functional field.
unassignNo
claim_idsNo
kpi_afterNo
lifecycleNoIDEA|DESIGNING|IN_DEVELOPMENT; LAUNCHED only via update_solution.
target_idNo
agent_nameNoSigns comments/assignments/decisions. Default "Agent".
kpi_beforeNo
risk_notesNocheck_coverage: unresolved contradictions acknowledged by id.
snippet_idNo
updated_atNoOptimistic lock; stale edits fail STALE_DATA.
descriptionNo
document_idNo
instructionNo
observed_atNo
review_kindNo
snooze_daysNo
solution_idNoSolution UUID — resolve names with atisbo_lookup mode=resolve first
target_typeNo
alternativesNo
out_of_scopeNocheck_coverage: ids intentionally NOT addressed.
product_nameNo
snooze_clearNo
clear_discardNo
covered_ideasNocheck_coverage: idea ids from the coverage map.
decision_typeNolog_decision: e.g. product_decision, note (full list in the error).
evidence_refsNorecord_outcome: durable evidence refs.
main_featuresNo
assign_node_idNoupdate_solution: taxonomy node.
covered_claimsNocheck_coverage: claim ids this work implements.
design_contextNo
discard_reasonNoupdate_solution: divergence loser (ADR-224); needs CANCELED.
force_reassignNodispatch_solution: audited takeover of an in-progress Solution; omit refuses contested dispatch.
metric_currentNorecord_outcome (automated): fresh metric reading.
priority_boostNoupdate_solution: PM multiplier over evidence-weighted priority.
assign_to_agentNoupdate_solution: take ownership.
is_deal_breakerNodeal_breaker: true = confirm/flag, false = reject/unflag.
target_claim_idNoClaim UUID — resolve names with atisbo_lookup mode=resolve first
attach_claim_idsNo
detach_claim_idsNo
refresh_scheduleNo
criteria_left_outNoupdate_solution: criteria left OUT (ADR-234); only with LAUNCHED.
expected_behaviorNocheck_coverage: observable behavior delivered.
replace_confirmedNovalidate_delivery: true ONLY to confirm deliberately replacing a longer recorded matrix with a shorter one.
chosen_solution_idNoupdate_solution: the winning sibling.
clear_pm_exceptionNo
outcome_confidenceNo
pm_exception_reasonNoupdate_solution / declare_pm_exception: needs a PERSON decision; not ops (use operational_block_reason).
verification_methodNorecord_outcome: how verified (max 500 chars).
contradictions_foundNorecord_outcome (automated): attest a contradiction sweep.
clear_operational_blockNo
criteria_left_out_reasonNoWhy each criterion is out; required with criteria_left_out.
operational_block_reasonNoupdate_solution: operational blocker; not a decision.
operational_block_categoryNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • removedOutput schema / required
      Removed value: -[
      -  "result"
      -]
  2. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "properties": {
      +    "result": {}
      +  },
      +  "required": [
      +    "result"
      +  ],
      +  "type": "object"
      +}
  3. Changed3 schema fields changed
    • changedInput schema / properties / category / description
      Previous value: -"set_knowledge_category: free-form label; pass null to clear."New value: +"label to set; null clears."
    • changedInput schema / properties / id / description
      Previous value: -"delete_knowledge / set_knowledge_category: doc id."New value: +"delete_knowledge/set_knowledge_category doc id."
    • addedInput schema / properties / spec / properties / successCriteria / description
      Added value: +"What must be TRUE at launch. Template: implementation_context."
  4. Changed1 schema field changed
    • addedInput schema / properties / replace_confirmed
      Added value: +{
      +  "description": "validate_delivery: true ONLY to confirm deliberately replacing a longer recorded matrix with a shorter one.",
      +  "type": "boolean"
      +}
  5. Changed42 schema fields changed
    • removedInput schema / properties / agent_name / minLength
      Removed value: -1
    • removedInput schema / properties / alternatives / items / minLength
      Removed value: -1
    • removedInput schema / properties / category / minLength
      Removed value: -1
    • removedInput schema / properties / claimId
      Removed value: -{
      -  "format": "uuid",
      -  "type": "string"
      -}
    • removedInput schema / properties / claim_ids / minItems
      Removed value: -1
    • removedInput schema / properties / comment / minLength
      Removed value: -1
    • removedInput schema / properties / covered_claims / items / minLength
      Removed value: -1
    • removedInput schema / properties / covered_ideas / items / minLength
      Removed value: -1
    • removedInput schema / properties / criteria_left_out / items / minLength
      Removed value: -1
    • removedInput schema / properties / criteria_left_out_reason / minLength
      Removed value: -1
    • addedInput schema / properties / decision_type / description
      Added value: +"log_decision: e.g. product_decision, note (full list in the error)."
    • removedInput schema / properties / decision_type / enum
      Removed value: -[
      -  "triage",
      -  "lifecycle_change",
      -  "rice_update",
      -  "outcome_recorded",
      -  "iteration_branch",
      -  "create",
      -  "delete",
      -  "github_event",
      -  "rename",
      -  "note",
      -  "merge",
      -  "split",
      -  "reassign",
      -  "anchor_change",
      -  "metric_bound",
      -  "product_decision",
      -  "update",
      -  "favorite_toggle",
      -  "dismiss",
      -  "revoke",
      -  "test",
      -  "export",
      -  "link_created",
      -  "link_revoked",
      -  "link_accepted",
      -  "deal_breaker_confirm",
      -  "deal_breaker_reject",
      -  "account_assign",
      -  "account_merge",
      -  "cluster_recomputed",
      -  "living_doc_created",
      -  "living_doc_updated",
      -  "living_doc_reverted",
      -  "living_doc_edited",
      -  "living_doc_content_deleted",
      -  "living_doc_rewritten",
      -  "living_doc_opened",
      -  "artefact_doc_created",
      -  "artifact_shared",
      -  "artifact_unshared"
      -]
    • addedInput schema / properties / decision_type / maxLength
      Added value: +60
    • removedInput schema / properties / discard_reason / minLength
      Removed value: -1
    • removedInput schema / properties / effort_estimate
      Removed value: -{
      -  "maximum": 52,
      -  "minimum": 0.5,
      -  "type": "number"
      -}
    • removedInput schema / properties / evidence_refs / items / minLength
      Removed value: -1
    • removedInput schema / properties / evidence_refs / minItems
      Removed value: -1
    • changedInput schema / properties / is_deal_breaker / description
      Previous value: -"true = flag, false = unflag."New value: +"deal_breaker: true = confirm/flag, false = reject/unflag."
    • removedInput schema / properties / main_features / items / properties / name / minLength
      Removed value: -1
    • removedInput schema / properties / matrix / items / properties / criterion / minLength
      Removed value: -1
    • removedInput schema / properties / matrix / items / properties / evidence_refs / items / minLength
      Removed value: -1
    • removedInput schema / properties / matrix / minItems
      Removed value: -1
    • changedInput schema / properties / mode / enum
      Previous value: -[
      -  "triage",
      -  "rename_claim",
      -  "delete_claim",
      -  "combine_claims",
      -  "reassign_snippet",
      -  "create_claim_from_snippet",
      -  "split_snippet",
      -  "create_solution",
      -  "create_living_doc",
      -  "update_solution",
      -  "dispatch_solution",
      -  "record_outcome",
      -  "delete_solution",
      -  "apply_solution_spec",
      -  "update_strategy",
      -  "log_decision",
      -  "update_artefact_schedule",
      -  "create_solution_doc",
      -  "confirm_deal_breaker",
      -  "reject_deal_breaker",
      -  "flag_deal_breaker",
      -  "declare_pm_exception",
      -  "delete_knowledge",
      -  "set_knowledge_category",
      -  "set_claim_review_status",
      -  "set_snippet_status",
      -  "check_coverage",
      -  "mark_reviewed",
      -  "validate_delivery"
      -]New value: +[
      +  "triage",
      +  "rename_claim",
      +  "delete_claim",
      +  "combine_claims",
      +  "reassign_snippet",
      +  "create_claim_from_snippet",
      +  "split_snippet",
      +  "create_solution",
      +  "create_living_doc",
      +  "update_solution",
      +  "dispatch_solution",
      +  "record_outcome",
      +  "delete_solution",
      +  "apply_solution_spec",
      +  "update_strategy",
      +  "log_decision",
      +  "update_artefact_schedule",
      +  "create_solution_doc",
      +  "deal_breaker",
      +  "declare_pm_exception",
      +  "delete_knowledge",
      +  "set_knowledge_category",
      +  "set_claim_review_status",
      +  "set_snippet_status",
      +  "check_coverage",
      +  "mark_reviewed",
      +  "validate_delivery"
      +]
    • removedInput schema / properties / operational_block_reason / minLength
      Removed value: -1
    • removedInput schema / properties / out_of_scope / items / minLength
      Removed value: -1
    • removedInput schema / properties / outcome_classification
      Removed value: -{
      -  "description": "Alias for outcome.",
      -  "enum": [
      -    "success",
      -    "partial",
      -    "miss",
      -    "unexpected"
      -  ],
      -  "type": "string"
      -}
    • removedInput schema / properties / outcome_notes
      Removed value: -{
      -  "description": "Alias for note.",
      -  "maxLength": 5000,
      -  "type": "string"
      -}
    • removedInput schema / properties / pm_exception_reason / minLength
      Removed value: -1
    • removedInput schema / properties / product_name / minLength
      Removed value: -1
    • removedInput schema / properties / rice_effort
      Removed value: -{
      -  "description": "Alias for effort.",
      -  "maximum": 52,
      -  "minimum": 0.5,
      -  "type": "number"
      -}
    • removedInput schema / properties / snooze_days / maximum
      Removed value: -9007199254740991
    • removedInput schema / properties / solutionId
      Removed value: -{
      -  "description": "Alias for solution_id",
      -  "format": "uuid",
      -  "type": "string"
      -}
    • removedInput schema / properties / spec / properties / constraints / items / minLength
      Removed value: -1
    • removedInput schema / properties / spec / properties / decisionLog / properties / alternatives / items / minLength
      Removed value: -1
    • removedInput schema / properties / spec / properties / evidence / items / minLength
      Removed value: -1
    • removedInput schema / properties / spec / properties / files / items / minLength
      Removed value: -1
    • removedInput schema / properties / spec / properties / hypothesis / minLength
      Removed value: -1
    • removedInput schema / properties / spec / properties / problem / minLength
      Removed value: -1
    • removedInput schema / properties / spec / properties / proposal / minLength
      Removed value: -1
    • removedInput schema / properties / spec / properties / successCriteria / minLength
      Removed value: -1
    • removedInput schema / properties / title / minLength
      Removed value: -1
    • removedInput schema / properties / verification_method / minLength
      Removed value: -1
  6. Changed1 schema field changed
    • changedInput schema / properties / verification_method / description
      Previous value: -"record_outcome: how verified."New value: +"record_outcome: how verified (max 500 chars)."
  7. Changed16 schema fields changed
    • changedInput schema / properties / category / description
      Previous value: -"set_knowledge_category: free-form label, ≤60 chars; pass null to clear."New value: +"set_knowledge_category: free-form label; pass null to clear."
    • changedInput schema / properties / covered_claims / description
      Previous value: -"check_coverage: claim ids this work implements. 50 ids ×128 chars."New value: +"check_coverage: claim ids this work implements."
    • changedInput schema / properties / covered_ideas / description
      Previous value: -"check_coverage: idea ids from the coverage map. 100 ids ×128 chars."New value: +"check_coverage: idea ids from the coverage map."
    • changedInput schema / properties / criteria_left_out_reason / description
      Previous value: -"Why each criterion is out; required with criteria_left_out. ≤1000 chars."New value: +"Why each criterion is out; required with criteria_left_out."
    • removedInput schema / properties / description / description
      Removed value: -"≤2000 chars."
    • changedInput schema / properties / effort / description
      Previous value: -"Size estimate, person-weeks (0.5-52). Sizing only, never affects order."New value: +"Size estimate, person-weeks. Sizing only, never affects order."
    • changedInput schema / properties / expected_behavior / description
      Previous value: -"check_coverage: observable behavior delivered. 50 strings ×500 chars."New value: +"check_coverage: observable behavior delivered."
    • changedInput schema / properties / matrix / description
      Previous value: -"validate_delivery: one entry per success criterion. ≤20 entries."New value: +"validate_delivery: one entry per success criterion."
    • changedInput schema / properties / matrix / items / properties / criterion / description
      Previous value: -"Success criterion, in the living doc's words where possible. Max 200."New value: +"Success criterion, in the living doc's words where possible."
    • changedInput schema / properties / matrix / items / properties / evidence / description
      Previous value: -"What you did and saw — required in spirit for *_verified. Max 500."New value: +"What you did and saw — required in spirit for *_verified."
    • changedInput schema / properties / matrix / items / properties / evidence_refs / description
      Previous value: -"Durable refs: PR, dashboard, log. Up to 10 of 300 chars."New value: +"Durable refs: PR, dashboard, log."
    • changedInput schema / properties / matrix / items / properties / note / description
      Previous value: -"Required for an incomplete to be accepted: alternative method, or blocker. Max 500."New value: +"Required for an incomplete to be accepted: alternative method, or blocker."
    • changedInput schema / properties / out_of_scope / description
      Previous value: -"check_coverage: ids intentionally NOT addressed. 100 ids ×128 chars."New value: +"check_coverage: ids intentionally NOT addressed."
    • changedInput schema / properties / pm_exception_reason / description
      Previous value: -"update_solution / declare_pm_exception: needs a PERSON decision; not ops (use operational_block_reason). ≤1000 chars."New value: +"update_solution / declare_pm_exception: needs a PERSON decision; not ops (use operational_block_reason)."
    • changedInput schema / properties / priority_boost / description
      Previous value: -"update_solution: PM multiplier 0.5-5.0 (Backlog lever)."New value: +"update_solution: PM multiplier over evidence-weighted priority."
    • changedInput schema / properties / risk_notes / description
      Previous value: -"check_coverage: unresolved contradictions acknowledged by id. 50 ×1000 chars."New value: +"check_coverage: unresolved contradictions acknowledged by id."
  8. Changed1 schema field changed
    • changedInput schema / properties / lifecycle / description
      Previous value: -"IDEA, DESIGNING, IN_DEVELOPMENT, or LAUNCHED."New value: +"IDEA|DESIGNING|IN_DEVELOPMENT; LAUNCHED only via update_solution."
  9. Changed6 schema fields changed
    • changedInput schema / properties / criteria_left_out_reason / description
      Previous value: -"Why each left-out criterion is out; required with criteria_left_out. ≤1000 chars."New value: +"Why each criterion is out; required with criteria_left_out. ≤1000 chars."
    • changedInput schema / properties / discard_reason / description
      Previous value: -"update_solution: divergence loser (ADR-224); requires CANCELED."New value: +"update_solution: divergence loser (ADR-224); needs CANCELED."
    • changedInput schema / properties / effort / description
      Previous value: -"Size estimate in person-weeks (0.5-52). Sizing only — never affects Backlog order."New value: +"Size estimate, person-weeks (0.5-52). Sizing only, never affects order."
    • changedInput schema / properties / force_reassign / description
      Previous value: -"dispatch_solution: take over an in-progress Solution; audited. Omit refuses a contested dispatch."New value: +"dispatch_solution: audited takeover of an in-progress Solution; omit refuses contested dispatch."
    • changedInput schema / properties / pm_exception_reason / description
      Previous value: -"update_solution / declare_pm_exception: needs a PERSON product decision; not ops — see operational_block_reason. ≤1000 chars."New value: +"update_solution / declare_pm_exception: needs a PERSON decision; not ops (use operational_block_reason). ≤1000 chars."
    • changedInput schema / properties / risk_notes / description
      Previous value: -"check_coverage: acknowledge unresolved contradictions by id. 50 notes ×1000 chars."New value: +"check_coverage: unresolved contradictions acknowledged by id. 50 ×1000 chars."
  10. Changed6 schema fields changed
    • changedInput schema / properties / criteria_left_out_reason / description
      Previous value: -"update_solution: why; required with criteria_left_out."New value: +"Why each left-out criterion is out; required with criteria_left_out. ≤1000 chars."
    • changedInput schema / properties / criteria_left_out_reason / maxLength
      Previous value: -500New value: +1000
    • changedInput schema / properties / mode / description
      Previous value: -"Resolve names to UUIDs before mutating; mode-specific notes return in meta.guidance."New value: +"Resolve names to UUIDs before mutating; notes per mode in meta.guidance."
    • addedInput schema / properties / note / description
      Added value: +"record_outcome narrative max 5000; triage/log_decision rationale max 2000."
    • changedInput schema / properties / pm_exception_reason / description
      Previous value: -"update_solution / declare_pm_exception: needs a PERSON product decision; not ops — see operational_block_reason."New value: +"update_solution / declare_pm_exception: needs a PERSON product decision; not ops — see operational_block_reason. ≤1000 chars."
    • changedInput schema / properties / pm_exception_reason / maxLength
      Previous value: -500New value: +1000
  11. Changed4 schema fields changed
    • changedInput schema / properties / matrix / items / properties / criterion / description
      Previous value: -"Success criterion, in the living doc's words where possible. ≤200 chars."New value: +"Success criterion, in the living doc's words where possible. Max 200."
    • changedInput schema / properties / matrix / items / properties / evidence / description
      Previous value: -"What you did and saw — required in spirit for *_verified. ≤500 chars."New value: +"What you did and saw — required in spirit for *_verified. Max 500."
    • changedInput schema / properties / matrix / items / properties / evidence_refs / description
      Previous value: -"Durable references: PR, dashboard link, log. ≤10 refs ×300 chars."New value: +"Durable refs: PR, dashboard, log. Up to 10 of 300 chars."
    • changedInput schema / properties / matrix / items / properties / note / description
      Previous value: -"Required for an incomplete to be accepted: alternative method, or blocker. ≤500 chars."New value: +"Required for an incomplete to be accepted: alternative method, or blocker. Max 500."
  12. Changed5 schema fields changed
    • changedInput schema / properties / category / description
      Previous value: -"set_knowledge_category: free-form label to set; pass null to clear."New value: +"set_knowledge_category: free-form label, ≤60 chars; pass null to clear."
    • changedInput schema / properties / discard_reason / description
      Previous value: -"update_solution: discarded divergence loser (ADR-224); requires CANCELED."New value: +"update_solution: divergence loser (ADR-224); requires CANCELED."
    • changedInput schema / properties / effort / description
      Previous value: -"Size estimate in person-weeks (0.5-52). Sizing only — it does not affect Backlog order."New value: +"Size estimate in person-weeks (0.5-52). Sizing only — never affects Backlog order."
    • changedInput schema / properties / rice_effort / description
      Previous value: -"Alias for effort (legacy column name)."New value: +"Alias for effort."
    • changedInput schema / properties / spec / properties / proposal / description
      Previous value: -"What we will build; distinct from hypothesis — send both."New value: +"What we will build; distinct from hypothesis."
  13. Changed3 schema fields changed
    • addedInput schema / properties / category
      Added value: +{
      +  "description": "set_knowledge_category: free-form label to set; pass null to clear.",
      +  "maxLength": 60,
      +  "minLength": 1,
      +  "type": "string"
      +}
    • changedInput schema / properties / id / description
      Previous value: -"delete_knowledge: doc id."New value: +"delete_knowledge / set_knowledge_category: doc id."
    • changedInput schema / properties / mode / enum
      Previous value: -[
      -  "triage",
      -  "rename_claim",
      -  "delete_claim",
      -  "combine_claims",
      -  "reassign_snippet",
      -  "create_claim_from_snippet",
      -  "split_snippet",
      -  "create_solution",
      -  "create_living_doc",
      -  "update_solution",
      -  "dispatch_solution",
      -  "record_outcome",
      -  "delete_solution",
      -  "apply_solution_spec",
      -  "update_strategy",
      -  "log_decision",
      -  "update_artefact_schedule",
      -  "create_solution_doc",
      -  "confirm_deal_breaker",
      -  "reject_deal_breaker",
      -  "flag_deal_breaker",
      -  "declare_pm_exception",
      -  "delete_knowledge",
      -  "set_claim_review_status",
      -  "set_snippet_status",
      -  "check_coverage",
      -  "mark_reviewed",
      -  "validate_delivery"
      -]New value: +[
      +  "triage",
      +  "rename_claim",
      +  "delete_claim",
      +  "combine_claims",
      +  "reassign_snippet",
      +  "create_claim_from_snippet",
      +  "split_snippet",
      +  "create_solution",
      +  "create_living_doc",
      +  "update_solution",
      +  "dispatch_solution",
      +  "record_outcome",
      +  "delete_solution",
      +  "apply_solution_spec",
      +  "update_strategy",
      +  "log_decision",
      +  "update_artefact_schedule",
      +  "create_solution_doc",
      +  "confirm_deal_breaker",
      +  "reject_deal_breaker",
      +  "flag_deal_breaker",
      +  "declare_pm_exception",
      +  "delete_knowledge",
      +  "set_knowledge_category",
      +  "set_claim_review_status",
      +  "set_snippet_status",
      +  "check_coverage",
      +  "mark_reviewed",
      +  "validate_delivery"
      +]
  14. Changed59 schema fields changed
    • changedInput schema / properties / agent_name / description
      Previous value: -"Signs comments, assignments and logged decisions; without it they credit the key owner. Default \"Agent\"."New value: +"Signs comments/assignments/decisions. Default \"Agent\"."
    • changedInput schema / properties / assign_node_id / description
      Previous value: -"update_solution: assign to a taxonomy node; surfaces under claims anchored there."New value: +"update_solution: taxonomy node."
    • changedInput schema / properties / assign_to_agent / description
      Previous value: -"update_solution: take ownership as this agent; overrides an existing assignee."New value: +"update_solution: take ownership."
    • removedInput schema / properties / attach_claim_ids / description
      Removed value: -"update_solution: attach more claims covered."
    • changedInput schema / properties / brief / description
      Previous value: -"dispatch_solution: context/brief handed to the agent."New value: +"dispatch_solution: agent brief."
    • changedInput schema / properties / chosen_solution_id / description
      Previous value: -"update_solution: the sibling that won, when discard_reason names it."New value: +"update_solution: the winning sibling."
    • removedInput schema / properties / claimId / description
      Removed value: -"Alias for claim_id."
    • removedInput schema / properties / clear_discard / description
      Removed value: -"update_solution: lift the discard mark; lifecycle unchanged."
    • removedInput schema / properties / clear_operational_block / description
      Removed value: -"update_solution: lift it."
    • removedInput schema / properties / clear_pm_exception / description
      Removed value: -"update_solution / declare_pm_exception: lift the PM exception."
    • changedInput schema / properties / comment / description
      Previous value: -"update_solution: report posted to the thread as the agent, visible to teammates."New value: +"update_solution: thread report as the agent."
    • changedInput schema / properties / contradictions_found / description
      Previous value: -"record_outcome with an automated verification method: attest you swept the covered claims for contradictory evidence."New value: +"record_outcome (automated): attest a contradiction sweep."
    • changedInput schema / properties / criteria_left_out / description
      Previous value: -"update_solution: criteria this launch leaves OUT (ADR-234). Only with lifecycle=LAUNCHED."New value: +"update_solution: criteria left OUT (ADR-234); only with LAUNCHED."
    • changedInput schema / properties / criteria_left_out_reason / description
      Previous value: -"update_solution: why each is out. Required with criteria_left_out."New value: +"update_solution: why; required with criteria_left_out."
    • removedInput schema / properties / decision / description
      Removed value: -"Decision value/verdict for log_decision."
    • removedInput schema / properties / decision_type / description
      Removed value: -"Canonical decision type for log_decision."
    • changedInput schema / properties / description / description
      Previous value: -"Solution description. ≤2000 chars."New value: +"≤2000 chars."
    • removedInput schema / properties / design_context / description
      Removed value: -"Design reasoning seeding the living document."
    • removedInput schema / properties / detach_claim_ids / description
      Removed value: -"update_solution: remove non-primary claim attachments"
    • changedInput schema / properties / discard_reason / description
      Previous value: -"update_solution: marks this CANCELED solution a discarded divergence loser (ADR-224). Requires lifecycle CANCELED here or earlier."New value: +"update_solution: discarded divergence loser (ADR-224); requires CANCELED."
    • removedInput schema / properties / document_id / description
      Removed value: -"update_artefact_schedule: living doc UUID."
    • removedInput schema / properties / effort_estimate / description
      Removed value: -"Initial effort estimate in person-weeks."
    • changedInput schema / properties / evidence_refs / description
      Previous value: -"record_outcome: durable post-launch evidence references. Required downstream."New value: +"record_outcome: durable evidence refs."
    • changedInput schema / properties / force / description
      Previous value: -"True confirms a reassignment that would soft-delete the emptied source claim; without it the call fails CONFIRMATION_REQUIRED."New value: +"Confirms a source-deleting reassignment; omit = CONFIRMATION_REQUIRED."
    • changedInput schema / properties / force_reassign / description
      Previous value: -"dispatch_solution: take over a Solution another agent holds in progress; recorded on the audit trail. Omitting it refuses a contested dispatch naming the holder."New value: +"dispatch_solution: take over an in-progress Solution; audited. Omit refuses a contested dispatch."
    • changedInput schema / properties / id / description
      Previous value: -"Entity UUID — delete_knowledge: doc id from atisbo_lookup knowledge."New value: +"delete_knowledge: doc id."
    • removedInput schema / properties / instruction / description
      Removed value: -"create_living_doc/create_solution_doc: preferred structure."
    • changedInput schema / properties / is_deal_breaker / description
      Previous value: -"flag_deal_breaker: true = flag claim, false = unflag."New value: +"true = flag, false = unflag."
    • changedInput schema / properties / lifecycle / description
      Previous value: -"Solution stage: IDEA, DESIGNING, IN_DEVELOPMENT, or LAUNCHED."New value: +"IDEA, DESIGNING, IN_DEVELOPMENT, or LAUNCHED."
    • changedInput schema / properties / matrix / description
      Previous value: -"validate_delivery: one entry per success criterion (see implementation_context). ≤20 entries."New value: +"validate_delivery: one entry per success criterion. ≤20 entries."
    • changedInput schema / properties / metric_current / description
      Previous value: -"record_outcome with an automated verification method: fresh reading of the bound metric, as a number."New value: +"record_outcome (automated): fresh metric reading."
    • changedInput schema / properties / mission / description
      Previous value: -"update_strategy: informational note only — not scored or used in prompts."New value: +"update_strategy: informational only. ≤2000."
    • removedInput schema / properties / node_id / description
      Removed value: -"Optional map node to attach a new solution to."
    • removedInput schema / properties / note / description
      Removed value: -"Rationale or audit note."
    • removedInput schema / properties / observed_at / description
      Removed value: -"record_outcome: when the evidence was observed."
    • changedInput schema / properties / operational_block_reason / description
      Previous value: -"update_solution: OPERATIONAL blocker; pair with operational_block_category. Not a decision."New value: +"update_solution: operational blocker; not a decision."
    • changedInput schema / properties / outcome / description
      Previous value: -"record_outcome: impact of this launch. Does not reopen the Solution."New value: +"record_outcome: launch impact."
    • changedInput schema / properties / outcome_classification / description
      Previous value: -"record_outcome: alias for `outcome`."New value: +"Alias for outcome."
    • removedInput schema / properties / outcome_confidence / description
      Removed value: -"record_outcome: confidence in the classification."
    • changedInput schema / properties / outcome_notes / description
      Previous value: -"record_outcome: alias for `note`."New value: +"Alias for note."
    • changedInput schema / properties / pm_exception_reason / description
      Previous value: -"update_solution / declare_pm_exception: needs a PERSON decision (ADR-222, SEN-180 for claims); not ops — see operational_block_reason."New value: +"update_solution / declare_pm_exception: needs a PERSON product decision; not ops — see operational_block_reason."
    • removedInput schema / properties / pr_url / description
      Removed value: -"GitHub PR URL."
    • changedInput schema / properties / priority_boost / description
      Previous value: -"update_solution: PM multiplier (0.5-5.0, default 1.0); the lever that moves Backlog order."New value: +"update_solution: PM multiplier 0.5-5.0 (Backlog lever)."
    • removedInput schema / properties / refresh_schedule / description
      Removed value: -"update_artefact_schedule: cadence"
    • removedInput schema / properties / review_kind / description
      Removed value: -"mark_reviewed: which review kind to checkpoint."
    • changedInput schema / properties / roadmap / description
      Previous value: -"update_strategy: informational note only — not scored or used in prompts."New value: +"update_strategy: informational only. ≤5000."
    • removedInput schema / properties / snippet_id / description
      Removed value: -"Snippet UUID for reassignment or claim creation."
    • removedInput schema / properties / snooze_clear / description
      Removed value: -"Wake a snoozed solution now."
    • removedInput schema / properties / snooze_days / description
      Removed value: -"Pause on Board for N days."
    • removedInput schema / properties / spec / description
      Removed value: -"Structured spec for apply_solution_spec."
    • changedInput schema / properties / status / description
      Previous value: -"set_claim/snippet_status: target classification."New value: +"Target classification."
    • changedInput schema / properties / strategy / description
      Previous value: -"update_strategy: the only functional field — drives alignment scoring/prompts."New value: +"update_strategy: the only functional field."
    • changedInput schema / properties / target_claim_id / description
      Previous value: -"Destination claim for snippet reassignment."New value: +"Claim UUID — resolve names with atisbo_lookup mode=resolve first"
    • removedInput schema / properties / target_id / description
      Removed value: -"Generic target UUID for decision logging."
    • removedInput schema / properties / target_type / description
      Removed value: -"Target entity type for log_decision."
    • removedInput schema / properties / title / description
      Removed value: -"Title; the new title when renaming."
    • removedInput schema / properties / unassign / description
      Removed value: -"update_solution: clear the item's owner."
    • changedInput schema / properties / updated_at / description
      Previous value: -"Optimistic lock from your last read; concurrent edits fail with STALE_DATA."New value: +"Optimistic lock; stale edits fail STALE_DATA."
    • changedInput schema / properties / verification_method / description
      Previous value: -"record_outcome: how the external agent verified the observed result. Required downstream."New value: +"record_outcome: how verified."
  15. Changed1 schema field changed
    • changedInput schema / properties / matrix / items / properties / status / enum
      Previous value: -[
      -  "preview_verified",
      -  "production_verified",
      -  "not_applicable",
      -  "incomplete"
      -]New value: +[
      +  "preview_verified",
      +  "production_verified",
      +  "not_applicable",
      +  "incomplete",
      +  "superseded"
      +]
  16. First observed

TDQS

A3.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations only give readOnlyHint=false and destructiveHint=true, so the description is carrying most of the behavioral burden. It discloses that writes require resolved UUIDs, that mutations self-log (so no separate log call is needed), and that declare_pm_exception escalates to a human. It stops short of flagging which specific modes are destructive (delete_solution, delete_claim, delete_knowledge) or what force/force_reassign confirmations guard against, which the schema describes only partially.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A dense but well-organised paragraph: the facade framing is front-loaded, the three mode families are clearly labelled, and trailing sentences carry distinct constraints rather than filler. It is appropriately short for a tool whose detail lives in the mode enum and schema, though the ALL-CAPS families are a little compressed to parse.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained, and the description correctly points elsewhere ('notes per mode in meta.guidance'). But for a 27-mode, 74-parameter mutation tool with destructiveHint=true, the description is thin: no mode-level detail, no prerequisite/permission context, and no warning about which operations are irreversible. It is minimally viable rather than complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 74 parameters and only 58% schema description coverage, the description would need to compensate, and it mostly does not. It adds two genuine semantic rules ('writes require UUIDs', 'log_decision only for external decisions'), but the schema's per-mode parameter tagging (e.g. 'record_outcome: launch impact') does the real work. Baseline 3 for a schema that is doing the heavy lifting while the description adds marginal value.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opens with a concrete framing ('PM decision facade') and groups the 27 modes into three labelled families (CURATE, EXECUTE, DOCUMENT/GOVERN), so an agent can tell roughly what the tool owns. However it never names or contrasts the sibling tools (atisbo_capture, atisbo_analyze, atisbo_lookup), so the boundary between this facade and the rest of the surface is left to inference.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It does supply real routing rules — 'log_decision is only for external decisions; mutations log themselves' and 'mode=declare_pm_exception marks a CLAIM as needing a human decision' — which are genuine when-to-use signals. But there is no guidance on choosing this tool over its siblings, nor on which of the 27 modes to pick for a given intent; usage is implied by the mode enum rather than stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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