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atisbo_lookup

Read-only

Find or open Atisbo entities: snippets, queues, outcomes and implementation context across modes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
refNoopen: handle ref (claim:UUID, snippet://UUID).
modeYesNamed by its enum value (notes: meta.guidance).
refsNoopen: several refs (max 10).
typeNoclaims: classification.
viewNowork_queue: ONE bucket, complete.
depthNosummary=compact; work=full (default); evidence (claims)=evidence+decisions, no score internals.
focusNoclaims: agent_work | all.
limitNoMax results (1–200); page with next_cursor.
queryNoTopic search: claims/solutions/knowledge/context; resolve: name→id.
scopeNoScope for context / living_doc list.
stateNowork tokens (todo=DESIGNING); post-launch kinds.
typesNoresolve: entity kinds.
cursorNoCursor from a prior response.
entityNoget: which kind the id field names.
map_idNoMap UUID (mode=get).
statusNoStatus filter.
node_idNoNode UUID (get; claims/solutions filter).
sort_byNoSolution order (evidence-weighted × boost).
anchoredNoClaim list anchoring filter.
categoryNoknowledge: exact category filter.
claim_idNoClaim UUID (atisbo_lookup mode=resolve)
scope_idNoScope UUID (omit for company/workspace).
lifecycleNoSolution lifecycle filters.
target_idNoUUID for claim/solution/node/map/doc.
agent_nameNosolutions: rows HELD by this agent.
command_idNoreceipts: probe one write by a listed receipt key; omit = latest 25.
scope_typeNoAlias of scope; workspace=company.
claim_stateNoClaim state; open=untouched.
debug_scoreNoget claim: PowerScore breakdown.
document_idNoLiving document UUID.
review_kindNounreviewed only — see atisbo_decide mark_reviewed.
solution_idNoSolution UUID (from a name or SEN-n: atisbo_lookup mode=resolve)
action_cursorNowork_queue action_queue cursor; restart after mutations.
content_limitNo
include_staleNoclaims: include stale claims.
content_offsetNo
dirty_event_idNodoc_patch_context: loads this event's snippets.
evidence_limitNoget claim: evidence page one (1–25); cursor for the rest.
triage_outcomeNoclaims: triage verdict; review=pending; processing=in-flight.
exception_cursorNopages pm_exceptions.
judgement_cursorNopages needs_judgement.
operational_block_cursorNowork_queue: pages operational_blocks.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / status / enum
      Previous value: -[
      -  "active",
      -  "all",
      -  "archived"
      -]New value: +[
      +  "active",
      +  "all",
      +  "archived",
      +  "noise"
      +]
  2. Changed18 schema fields changed
    • changedInput schema / properties / action_cursor / description
      Previous value: -"work_queue action_queue cursor; restart at page 1 after a mutation."New value: +"work_queue action_queue cursor; restart after mutations."
    • addedInput schema / properties / agent_name
      Added value: +{
      +  "description": "solutions: rows HELD by this agent.",
      +  "maxLength": 120,
      +  "type": "string"
      +}
    • changedInput schema / properties / claim_id / description
      Previous value: -"Claim UUID (from a name: atisbo_lookup mode=resolve)"New value: +"Claim UUID (atisbo_lookup mode=resolve)"
    • changedInput schema / properties / command_id / description
      Previous value: -"receipts: probe ONE write — the exact key on a listed receipt; omit for your 25 latest."New value: +"receipts: probe one write by a listed receipt key; omit = latest 25."
    • changedInput schema / properties / cursor / description
      Previous value: -"Pagination cursor from a previous response."New value: +"Cursor from a prior response."
    • changedInput schema / properties / depth / description
      Previous value: -"summary (alias: brief) = compact fields; work = full context (default)."New value: +"summary=compact; work=full (default); evidence (claims)=evidence+decisions, no score internals."
    • changedInput schema / properties / depth / enum
      Previous value: -[
      -  "summary",
      -  "work"
      -]New value: +[
      +  "summary",
      +  "work",
      +  "evidence"
      +]
    • changedInput schema / properties / entity / description
      Previous value: -"get: which entity kind the id field carries. Omit; the id field names it."New value: +"get: which kind the id field names."
    • changedInput schema / properties / evidence_limit / description
      Previous value: -"get entity=claim: evidence rows on page one (1–25); cursor reaches the rest."New value: +"get claim: evidence page one (1–25); cursor for the rest."
    • changedInput schema / properties / mode / description
      Previous value: -"Named by its enum value; notes per mode in meta.guidance."New value: +"Named by its enum value (notes: meta.guidance)."
    • changedInput schema / properties / ref / description
      Previous value: -"open: a handle ref (claim:UUID, snippet://UUID)."New value: +"open: handle ref (claim:UUID, snippet://UUID)."
    • changedInput schema / properties / review_kind / description
      Previous value: -"unreviewed only (see atisbo_decide mode=mark_reviewed)."New value: +"unreviewed only — see atisbo_decide mark_reviewed."
    • changedInput schema / properties / scope_id / description
      Previous value: -"Scope UUID unless scope/scope_type is company/workspace."New value: +"Scope UUID (omit for company/workspace)."
    • changedInput schema / properties / scope_type / description
      Previous value: -"Alias of scope (either name works); workspace is treated as company."New value: +"Alias of scope; workspace=company."
    • changedInput schema / properties / sort_by / description
      Previous value: -"Solution order (priority = evidence-weighted × boost)."New value: +"Solution order (evidence-weighted × boost)."
    • changedInput schema / properties / state / description
      Previous value: -"work tokens (todo=DESIGNING, active=agent-consumable) or post-launch kinds."New value: +"work tokens (todo=DESIGNING); post-launch kinds."
    • addedInput schema / properties / triage_outcome
      Added value: +{
      +  "description": "claims: triage verdict; review=pending; processing=in-flight.",
      +  "enum": [
      +    "processing",
      +    "review",
      +    "signal",
      +    "noise"
      +  ],
      +  "type": "string"
      +}
    • changedInput schema / properties / view / description
      Previous value: -"work_queue: one whole bucket by whose move it is."New value: +"work_queue: ONE bucket, complete."
  3. Changed1 schema field changed
    • changedInput schema / properties / entity / description
      Previous value: -"get: which entity kind the id field carries. Omit — the id field names the entity."New value: +"get: which entity kind the id field carries. Omit; the id field names it."
  4. Changed2 schema fields changed
    • changedInput schema / properties / claim_id / description
      Previous value: -"Claim UUID — resolve names with atisbo_lookup mode=resolve first"New value: +"Claim UUID (from a name: atisbo_lookup mode=resolve)"
    • changedInput schema / properties / solution_id / description
      Previous value: -"Solution UUID — resolve names with atisbo_lookup mode=resolve first"New value: +"Solution UUID (from a name or SEN-n: atisbo_lookup mode=resolve)"
  5. Changed2 schema fields changed
    • changedInput schema / properties / limit / description
      Previous value: -"Max results; delegates clamp per page. Page with next_cursor."New value: +"Max results (1–200); page with next_cursor."
    • addedInput schema / properties / limit / maximum
      Added value: +200
  6. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "properties": {
      +    "result": {}
      +  },
      +  "required": [
      +    "result"
      +  ],
      +  "type": "object"
      +}
  7. Changed1 schema field changed
    • addedInput schema / properties / view
      Added value: +{
      +  "description": "work_queue: one whole bucket by whose move it is.",
      +  "enum": [
      +    "executable",
      +    "propose",
      +    "needs_pm"
      +  ],
      +  "type": "string"
      +}
  8. Changed11 schema fields changed
    • removedInput schema / properties / action_cursor / minLength
      Removed value: -1
    • removedInput schema / properties / category / minLength
      Removed value: -1
    • removedInput schema / properties / command_id / minLength
      Removed value: -1
    • removedInput schema / properties / cursor / minLength
      Removed value: -1
    • removedInput schema / properties / exception_cursor / minLength
      Removed value: -1
    • removedInput schema / properties / judgement_cursor / minLength
      Removed value: -1
    • removedInput schema / properties / lifecycle / minItems
      Removed value: -1
    • removedInput schema / properties / limit / maximum
      Removed value: -9007199254740991
    • removedInput schema / properties / operational_block_cursor / minLength
      Removed value: -1
    • removedInput schema / properties / refs / minItems
      Removed value: -1
    • removedInput schema / properties / types / minItems
      Removed value: -1
  9. Changed3 schema fields changed
    • changedInput schema / properties / map_id / description
      Previous value: -"Map UUID — mode=get targets it when entity=map."New value: +"Map UUID (mode=get)."
    • changedInput schema / properties / node_id / description
      Previous value: -"Node UUID — mode=get targets it when entity=node."New value: +"Node UUID (get; claims/solutions filter)."
    • changedInput schema / properties / query / description
      Previous value: -"Search text (resolve/context)"New value: +"Topic search: claims/solutions/knowledge/context; resolve: name→id."
  10. Changed1 schema field changed
    • changedInput schema / properties / command_id / description
      Previous value: -"receipts: probe ONE write — your Idempotency-Key or the jsonrpc:N implicit key; omit for your 25 latest."New value: +"receipts: probe ONE write — the exact key on a listed receipt; omit for your 25 latest."
  11. Changed3 schema fields changed
    • addedInput schema / properties / content_limit
      Added value: +{
      +  "type": "number"
      +}
    • addedInput schema / properties / content_offset
      Added value: +{
      +  "type": "number"
      +}
    • changedInput schema / properties / status / description
      Previous value: -"Status filter — active/all/archived."New value: +"Status filter."
  12. Changed2 schema fields changed
    • addedInput schema / properties / limit / maximum
      Added value: +9007199254740991
    • addedInput schema / properties / limit / minimum
      Added value: +1
  13. Changed4 schema fields changed
    • changedInput schema / properties / category / description
      Previous value: -"knowledge: exact category filter. ≤60 chars."New value: +"knowledge: exact category filter."
    • changedInput schema / properties / command_id / description
      Previous value: -"receipts: probe ONE write — your Idempotency-Key or the jsonrpc:N implicit key. Omit for your 25 latest writes."New value: +"receipts: probe ONE write — your Idempotency-Key or the jsonrpc:N implicit key; omit for your 25 latest."
    • changedInput schema / properties / entity / description
      Previous value: -"get: which entity kind the id field carries. Omit it — the id field you already sent names the entity."New value: +"get: which entity kind the id field carries. Omit — the id field names the entity."
    • changedInput schema / properties / limit / description
      Previous value: -"Max results. Delegates cap what fits one page: claims clamp to 30, orphans to 50; others self-cap. Page with next_cursor."New value: +"Max results; delegates clamp per page. Page with next_cursor."
  14. Changed1 schema field changed
    • changedInput schema / properties / query / description
      Previous value: -"Search text (resolve/context)."New value: +"Search text (resolve/context)"
  15. Changed17 schema fields changed
    • changedInput schema / properties / claim_state / description
      Previous value: -"claims/work_queue Claim state; open=untouched."New value: +"Claim state; open=untouched."
    • changedInput schema / properties / command_id / description
      Previous value: -"receipts: probe ONE write — the Idempotency-Key you sent, or the jsonrpc:N implicit key. Omit for your 25 most recent writes."New value: +"receipts: probe ONE write — your Idempotency-Key or the jsonrpc:N implicit key. Omit for your 25 latest writes."
    • changedInput schema / properties / debug_score / description
      Previous value: -"get entity=claim: PowerScore factor breakdown."New value: +"get claim: PowerScore breakdown."
    • changedInput schema / properties / evidence_limit / description
      Previous value: -"get entity=claim: max evidence rows on page one (1–25); stream cursor reaches the rest."New value: +"get entity=claim: evidence rows on page one (1–25); cursor reaches the rest."
    • changedInput schema / properties / exception_cursor / description
      Previous value: -"work_queue: pages pm_exceptions."New value: +"pages pm_exceptions."
    • changedInput schema / properties / focus / description
      Previous value: -"claims: agent_work (default) | all."New value: +"claims: agent_work | all."
    • changedInput schema / properties / include_stale / description
      Previous value: -"claims: include stale (no snippet in 30d)."New value: +"claims: include stale claims."
    • changedInput schema / properties / judgement_cursor / description
      Previous value: -"work_queue: pages delegation.needs_judgement."New value: +"pages needs_judgement."
    • changedInput schema / properties / map_id / description
      Previous value: -"Map UUID — mode=get targets it when entity is map."New value: +"Map UUID — mode=get targets it when entity=map."
    • changedInput schema / properties / node_id / description
      Previous value: -"Node UUID — mode=get targets it when entity is node."New value: +"Node UUID — mode=get targets it when entity=node."
    • changedInput schema / properties / ref / description
      Previous value: -"open: a handle ref, e.g. claim:UUID or snippet://UUID."New value: +"open: a handle ref (claim:UUID, snippet://UUID)."
    • changedInput schema / properties / scope_id / description
      Previous value: -"Scope UUID unless scope=company."New value: +"Scope UUID unless scope/scope_type is company/workspace."
    • addedInput schema / properties / scope_type
      Added value: +{
      +  "description": "Alias of scope (either name works); workspace is treated as company.",
      +  "enum": [
      +    "company",
      +    "workspace",
      +    "node",
      +    "claim",
      +    "solution",
      +    "map"
      +  ],
      +  "type": "string"
      +}
    • changedInput schema / properties / sort_by / description
      Previous value: -"Solution list order (priority = evidence-weighted × boost)."New value: +"Solution order (priority = evidence-weighted × boost)."
    • changedInput schema / properties / state / description
      Previous value: -"work tokens (todo=DESIGNING, active=agent-consumable) or post-launch kinds (Backlog UI partition)."New value: +"work tokens (todo=DESIGNING, active=agent-consumable) or post-launch kinds."
    • changedInput schema / properties / status / description
      Previous value: -"Status filter — see guidance for \"archived\"."New value: +"Status filter — active/all/archived."
    • changedInput schema / properties / target_id / description
      Previous value: -"Generic UUID for claim/solution/node/map/doc."New value: +"UUID for claim/solution/node/map/doc."
  16. Changed5 schema fields changed
    • addedInput schema / properties / command_id
      Added value: +{
      +  "description": "receipts: probe ONE write — the Idempotency-Key you sent, or the jsonrpc:N implicit key. Omit for your 25 most recent writes.",
      +  "maxLength": 200,
      +  "minLength": 1,
      +  "type": "string"
      +}
    • changedInput schema / properties / evidence_limit / description
      Previous value: -"get with entity=claim: max evidence rows on page one (1–25); the stream cursor reaches the rest."New value: +"get entity=claim: max evidence rows on page one (1–25); stream cursor reaches the rest."
    • changedInput schema / properties / limit / description
      Previous value: -"Max results. Delegates cap what fits one deliverable page: claims clamps to 30, orphans to 50; others self-cap. Page with next_cursor."New value: +"Max results. Delegates cap what fits one page: claims clamp to 30, orphans to 50; others self-cap. Page with next_cursor."
    • changedInput schema / properties / mode / enum
      Previous value: -[
      -  "open",
      -  "resolve",
      -  "claims",
      -  "get",
      -  "similar_claims",
      -  "solutions",
      -  "outcome_review",
      -  "similar_solutions",
      -  "work_queue",
      -  "orphans",
      -  "maps",
      -  "context",
      -  "knowledge",
      -  "living_doc",
      -  "attachments",
      -  "accounts",
      -  "deal_breakers",
      -  "doc_patch_context",
      -  "implementation_context"
      -]New value: +[
      +  "open",
      +  "resolve",
      +  "claims",
      +  "get",
      +  "similar_claims",
      +  "solutions",
      +  "outcome_review",
      +  "similar_solutions",
      +  "work_queue",
      +  "orphans",
      +  "maps",
      +  "context",
      +  "knowledge",
      +  "living_doc",
      +  "attachments",
      +  "accounts",
      +  "deal_breakers",
      +  "doc_patch_context",
      +  "implementation_context",
      +  "receipts"
      +]
    • changedInput schema / properties / state / description
      Previous value: -"work tokens (todo=DESIGNING, active=agent-consumable) or post-launch kinds — the Backlog UI partition."New value: +"work tokens (todo=DESIGNING, active=agent-consumable) or post-launch kinds (Backlog UI partition)."
  17. Changed1 schema field changed
    • changedInput schema / properties / mode / description
      Previous value: -"Named by its enum value; mode-specific notes return in meta.guidance after the call."New value: +"Named by its enum value; notes per mode in meta.guidance."
  18. Changed1 schema field changed
    • changedInput schema / properties / limit / description
      Previous value: -"Max results; each delegated mode clamps to its own ceiling."New value: +"Max results. Delegates cap what fits one deliverable page: claims clamps to 30, orphans to 50; others self-cap. Page with next_cursor."
  19. Changed6 schema fields changed
    • changedInput schema / properties / debug_score / description
      Previous value: -"claim mode: PowerScore factor breakdown."New value: +"get entity=claim: PowerScore factor breakdown."
    • addedInput schema / properties / entity
      Added value: +{
      +  "description": "get: which entity kind the id field carries. Omit it — the id field you already sent names the entity.",
      +  "enum": [
      +    "claim",
      +    "solution",
      +    "node",
      +    "map"
      +  ],
      +  "type": "string"
      +}
    • changedInput schema / properties / evidence_limit / description
      Previous value: -"claim mode: max evidence rows on page one (1–25); the stream cursor reaches the rest."New value: +"get with entity=claim: max evidence rows on page one (1–25); the stream cursor reaches the rest."
    • changedInput schema / properties / map_id / description
      Previous value: -"Map UUID."New value: +"Map UUID — mode=get targets it when entity is map."
    • changedInput schema / properties / mode / enum
      Previous value: -[
      -  "open",
      -  "resolve",
      -  "claims",
      -  "claim",
      -  "similar_claims",
      -  "solutions",
      -  "solution",
      -  "outcome_review",
      -  "similar_solutions",
      -  "work_queue",
      -  "orphans",
      -  "maps",
      -  "map",
      -  "node",
      -  "context",
      -  "knowledge",
      -  "living_doc",
      -  "attachments",
      -  "accounts",
      -  "deal_breakers",
      -  "doc_patch_context",
      -  "implementation_context"
      -]New value: +[
      +  "open",
      +  "resolve",
      +  "claims",
      +  "get",
      +  "similar_claims",
      +  "solutions",
      +  "outcome_review",
      +  "similar_solutions",
      +  "work_queue",
      +  "orphans",
      +  "maps",
      +  "context",
      +  "knowledge",
      +  "living_doc",
      +  "attachments",
      +  "accounts",
      +  "deal_breakers",
      +  "doc_patch_context",
      +  "implementation_context"
      +]
    • changedInput schema / properties / node_id / description
      Previous value: -"Node UUID."New value: +"Node UUID — mode=get targets it when entity is node."
  20. Changed1 schema field changed
    • addedInput schema / properties / evidence_limit
      Added value: +{
      +  "description": "claim mode: max evidence rows on page one (1–25); the stream cursor reaches the rest.",
      +  "maximum": 25,
      +  "minimum": 1,
      +  "type": "number"
      +}
  21. Changed1 schema field changed
    • changedInput schema / properties / category / description
      Previous value: -"knowledge: exact category filter (case-sensitive); set via atisbo_capture/atisbo_decide mode=knowledge|set_knowledge_category."New value: +"knowledge: exact category filter. ≤60 chars."
  22. Changed1 schema field changed
    • changedInput schema / properties / category / description
      Previous value: -"knowledge: filter to documents carrying this exact free-form category label (case-sensitive; set at atisbo_capture mode=knowledge or atisbo_decide mode=set_knowledge_category)."New value: +"knowledge: exact category filter (case-sensitive); set via atisbo_capture/atisbo_decide mode=knowledge|set_knowledge_category."
  23. Changed1 schema field changed
    • addedInput schema / properties / category
      Added value: +{
      +  "description": "knowledge: filter to documents carrying this exact free-form category label (case-sensitive; set at atisbo_capture mode=knowledge or atisbo_decide mode=set_knowledge_category).",
      +  "maxLength": 60,
      +  "minLength": 1,
      +  "type": "string"
      +}
  24. Changed4 schema fields changed
    • addedInput schema / properties / lifecycle / items / enum
      Added value: +[
      +  "IDEA",
      +  "DESIGNING",
      +  "IN_DEVELOPMENT",
      +  "IN_REVIEW",
      +  "LAUNCHED",
      +  "CANCELED"
      +]
    • removedInput schema / properties / lifecycle / items / minLength
      Removed value: -1
    • changedInput schema / properties / state / description
      Previous value: -"solutions/work_queue work-state; todo=DESIGNING."New value: +"work tokens (todo=DESIGNING, active=agent-consumable) or post-launch kinds — the Backlog UI partition."
    • changedInput schema / properties / state / enum
      Previous value: -[
      -  "active",
      -  "todo",
      -  "draft",
      -  "in_review",
      -  "launched"
      -]New value: +[
      +  "active",
      +  "todo",
      +  "draft",
      +  "in_review",
      +  "launched",
      +  "monitoring",
      +  "needs_review",
      +  "came_back",
      +  "didnt_work",
      +  "partly_worked",
      +  "worked",
      +  "delivered",
      +  "replaced",
      +  "canceled"
      +]
  25. Changed2 schema fields changed
    • addedInput schema / properties / judgement_cursor
      Added value: +{
      +  "description": "work_queue: pages delegation.needs_judgement.",
      +  "minLength": 1,
      +  "type": "string"
      +}
    • changedInput schema / properties / review_kind / description
      Previous value: -"orphans/claims/solutions: unreviewed only (see atisbo_decide mode=mark_reviewed)."New value: +"unreviewed only (see atisbo_decide mode=mark_reviewed)."
  26. Changed12 schema fields changed
    • changedInput schema / properties / dirty_event_id / description
      Previous value: -"doc_patch_context: loads this dirty event's snippets so the patch can resolve it."New value: +"doc_patch_context: loads this event's snippets."
    • addedInput schema / properties / focus
      Added value: +{
      +  "description": "claims: agent_work (default) | all.",
      +  "enum": [
      +    "agent_work",
      +    "all"
      +  ],
      +  "type": "string"
      +}
    • changedInput schema / properties / include_stale / description
      Previous value: -"Include stale claims in claims mode."New value: +"claims: include stale (no snippet in 30d)."
    • changedInput schema / properties / query / description
      Previous value: -"Search text for resolve/context modes."New value: +"Search text (resolve/context)."
    • changedInput schema / properties / refs / description
      Previous value: -"open: several handle refs in one call (max 10)."New value: +"open: several refs (max 10)."
    • changedInput schema / properties / review_kind / description
      Previous value: -"orphans/claims/solutions: not-yet-checkpointed entities (atisbo_decide mode=mark_reviewed)."New value: +"orphans/claims/solutions: unreviewed only (see atisbo_decide mode=mark_reviewed)."
    • changedInput schema / properties / scope / description
      Previous value: -"Scope for context mode or living_doc list mode."New value: +"Scope for context / living_doc list."
    • changedInput schema / properties / scope_id / description
      Previous value: -"Scope UUID when scope is not company."New value: +"Scope UUID unless scope=company."
    • changedInput schema / properties / sort_by / description
      Previous value: -"Solution list order; priority = evidence-weighted × PM boost."New value: +"Solution list order (priority = evidence-weighted × boost)."
    • changedInput schema / properties / status / description
      Previous value: -"Status filter — see guidance for what \"archived\" covers."New value: +"Status filter — see guidance for \"archived\"."
    • changedInput schema / properties / target_id / description
      Previous value: -"Generic UUID for claim/solution/node/map/doc reads."New value: +"Generic UUID for claim/solution/node/map/doc."
    • changedInput schema / properties / types / description
      Previous value: -"Entity kinds for resolve mode."New value: +"resolve: entity kinds."
  27. Changed10 schema fields changed
    • changedInput schema / properties / action_cursor / description
      Previous value: -"work_queue: action_queue cursor. Restart from page one after each mutation."New value: +"work_queue action_queue cursor; restart at page 1 after a mutation."
    • changedInput schema / properties / claim_state / description
      Previous value: -"work_queue: the three Claim states shown in the UI."New value: +"claims/work_queue Claim state; open=untouched."
    • changedInput schema / properties / debug_score / description
      Previous value: -"For claim mode, include PowerScore factor breakdown."New value: +"claim mode: PowerScore factor breakdown."
    • changedInput schema / properties / exception_cursor / description
      Previous value: -"work_queue: pages pm_exceptions, from pm_exceptions_next_cursor."New value: +"work_queue: pages pm_exceptions."
    • changedInput schema / properties / operational_block_cursor / description
      Previous value: -"work_queue: pages operational_blocks, from operational_blocks_next_cursor."New value: +"work_queue: pages operational_blocks."
    • changedInput schema / properties / ref / description
      Previous value: -"open: a handle ref like claim:UUID, snippet://UUID or document://UUID."New value: +"open: a handle ref, e.g. claim:UUID or snippet://UUID."
    • changedInput schema / properties / review_kind / description
      Previous value: -"orphans/claims/solutions: entities not yet checkpointed (atisbo_decide mode=mark_reviewed)."New value: +"orphans/claims/solutions: not-yet-checkpointed entities (atisbo_decide mode=mark_reviewed)."
    • changedInput schema / properties / sort_by / description
      Previous value: -"Solution list order; priority = evidence-weighted priority × PM boost."New value: +"Solution list order; priority = evidence-weighted × PM boost."
    • changedInput schema / properties / state / description
      Previous value: -"Work-state filter; todo=DESIGNING."New value: +"solutions/work_queue work-state; todo=DESIGNING."
    • addedInput schema / properties / type
      Added value: +{
      +  "description": "claims: classification.",
      +  "enum": [
      +    "problem",
      +    "idea",
      +    "question",
      +    "unclassified"
      +  ],
      +  "type": "string"
      +}
  28. First observed

TDQS

C2.1/5.0
Behavior2/5

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

Annotations declare readOnlyHint=true and destructiveHint=false, so safety is covered. The description adds little beyond 'find or open' – it doesn't disclose pagination behavior (cursor params exist), rate limits, return shapes, or how the 20 modes differ behaviorally. With 42 parameters and 20 modes, the description carries too little behavioral context.

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

Conciseness3/5

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

The description is a single sentence with no waste, but it is under-specified rather than concise. Front-loading is fine, yet the sentence is too vague to be useful for a tool of this complexity.

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

Completeness2/5

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

Given 42 parameters, 20 modes, an output schema, and complex sibling interactions, the description is far too sparse. It doesn't explain mode selection, return values, or how to navigate the many filters. The output schema covers return shape, but the description should do more to orient the agent on mode usage.

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

Parameters2/5

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

Schema description coverage is 95%, so the schema already documents parameters well. The description adds no parameter-level meaning beyond 'across modes' – it doesn't explain how mode interacts with ref, query, or the many mode-specific filters. Baseline for high coverage is 3, but this description adds nothing beyond the schema, so a 2 is warranted.

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

Purpose2/5

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

The description says 'Find or open Atisbo entities: snippets, queues, outcomes and implementation context across modes' – a vague list of resources and a reference to 'modes' without explaining what each mode does. It doesn't distinguish this tool from siblings like atisbo_orient or atisbo_analyze, and 'Atisbo entities' is jargon an agent can't resolve from the description alone.

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

Usage Guidelines2/5

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

There is no guidance on when to use this tool versus alternatives, no prerequisites, and no explanation of the 20 modes. The description merely mentions 'across modes' but gives no selection criteria or exclusions.

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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