Atisbo

atisbo_capture

Destructive

Capture Signals or knowledge; update, patch or add evidence to artefacts.

Input Schema

TableJSON Schema

Name	Required	Description
`ops`	No
`body`	No
`mode`	Yes	Capture mode. Notes per mode in meta.guidance.
`note`	No	Why it matters.
`text`	No	Signal text.
`items`	No	Batch; max 100 items.
`title`	No	Knowledge title.
`source`	No	Signal source.
`content`	No	Knowledge content.
`message`	No
`node_id`	No	knowledge: alias for scope_id.
`patches`	No
`category`	No	knowledge: label hint ≤60 chars.
`claim_id`	No	knowledge: alias for scope_id.
`document`	No	signal: backing doc → claim-scoped Knowledge.
`evidence`	No	Evidence fields; document_id top-level.
`modality`	No	Q=Quote, O=Observation, M=Metric; else inferred.
`patchOps`	No
`scope_id`	No	Target scope UUID; required for node/claim/map (solution: omit/"auto").
`file_name`	No
`mime_type`	No
`patch_ops`	No
`agent_name`	No
`scope_type`	No	Scope kind; company = workspace.
`attachments`	No	1-5 files; 3 MB combined.
`document_id`	No	Living document UUID (artefact modes).
`solution_id`	No	knowledge: alias for scope_id.
`capture_mode`	No	Knowledge routing.
`captured_from`	No
`change_summary`	No	patch_artefact: REQUIRED — change_summary (or note), one sentence of what changed.
`classification`	No	Signal classification hint.
`dirty_event_id`	No	Dirty event resolved
`knowledge_kind`	No
`coverage_updates`	No	buckets snippets/ideas/claims; snippets[].{snippet_id,status,rationale}
`client_request_id`	No	signal: retry key.
`proposed_solution`	No	signal: draft Solution born linked on the clustered claim.
`expected_content_hash`	No	doc_patch_context content_hash
`corrects_prior_evidence`	No	signal: CORRECTS prior evidence — skips dedup (when/why in meta.guidance).

Output Schema

TableJSON Schema

Name	Required	Description	Default
`result`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedOct 22, 2026

changedInput schema / properties / category / description

Previous value: -"knowledge: free-form category label ≤60 chars."New value: +"knowledge: label hint ≤60 chars."

Changed5 schema fields changedOct 15, 2026

changedInput schema / properties / corrects_prior_evidence / description

Previous value: -"signal: CORRECTS prior evidence, not a repeat (skips dedup; when/why in meta.guidance)."New value: +"signal: CORRECTS prior evidence — skips dedup (when/why in meta.guidance)."

changedInput schema / properties / coverage_updates / description

Previous value: -"buckets snippets/ideas/claims; snippets[].{snippet_id, status, rationale}"New value: +"buckets snippets/ideas/claims; snippets[].{snippet_id,status,rationale}"

addedInput schema / properties / document

Added value: +{
+  "description": "signal: backing doc → claim-scoped Knowledge.",
+  "properties": {
+    "content": {
+      "maxLength": 20000,
+      "minLength": 10,
+      "type": "string"
+    },
+    "file_name": {
+      "maxLength": 200,
+      "type": "string"
+    },
+    "mime_type": {
+      "enum": [
+        "text/html",
+        "text/markdown"
+      ],
+      "type": "string"
+    }
+  },
+  "required": [
+    "content"
+  ],
+  "type": "object"
+}

addedInput schema / properties / proposed_solution

Added value: +{
+  "description": "signal: draft Solution born linked on the clustered claim.",
+  "properties": {
+    "description": {
+      "maxLength": 2000,
+      "type": "string"
+    },
+    "title": {
+      "maxLength": 200,
+      "type": "string"
+    }
+  },
+  "required": [
+    "title"
+  ],
+  "type": "object"
+}

changedInput schema / properties / scope_id / description

Previous value: -"Target scope UUID; required for node/claim/map. On scope_type=solution (mode=knowledge), omit it or pass \"auto\": Atisbo routes the detail to an open Solution."New value: +"Target scope UUID; required for node/claim/map (solution: omit/\"auto\")."

Changed10 schema fields changedOct 14, 2026

changedInput schema / properties / change_summary / description

Previous value: -"patch_artefact: REQUIRED top-level change_summary (or note) — one sentence of what changed."New value: +"patch_artefact: REQUIRED — change_summary (or note), one sentence of what changed."

changedInput schema / properties / claim_id / description

Previous value: -"knowledge: alias for scope_id (scope_type=claim)."New value: +"knowledge: alias for scope_id."

changedInput schema / properties / corrects_prior_evidence / description

Previous value: -"signal: TRUE to CORRECT prior evidence, not repeat it (skips dedup; when/why in meta.guidance)."New value: +"signal: CORRECTS prior evidence, not a repeat (skips dedup; when/why in meta.guidance)."

changedInput schema / properties / dirty_event_id / description

Previous value: -"Dirty event resolved on success"New value: +"Dirty event resolved"

changedInput schema / properties / modality / description

Previous value: -"Q=Quote, O=Observation, M=Metric; inferred if omitted."New value: +"Q=Quote, O=Observation, M=Metric; else inferred."

changedInput schema / properties / node_id / description

Previous value: -"knowledge: alias for scope_id (scope_type=node)."New value: +"knowledge: alias for scope_id."

changedInput schema / properties / note / description

Previous value: -"Why it matters (signal)."New value: +"Why it matters."

changedInput schema / properties / scope_id / description

Previous value: -"Target scope UUID; required for node/claim/solution/map."New value: +"Target scope UUID; required for node/claim/map. On scope_type=solution (mode=knowledge), omit it or pass \"auto\": Atisbo routes the detail to an open Solution."

changedInput schema / properties / scope_type / description

Previous value: -"Scope kind; company = active workspace."New value: +"Scope kind; company = workspace."

changedInput schema / properties / solution_id / description

Previous value: -"knowledge: alias for scope_id (scope_type=solution)."New value: +"knowledge: alias for scope_id."

Changed4 schema fields changedSep 30, 2026

changedInput schema / properties / capture_mode / description

Previous value: -"Knowledge routing; default signals_only."New value: +"Knowledge routing."

addedInput schema / properties / change_summary / description

Added value: +"patch_artefact: REQUIRED top-level change_summary (or note) — one sentence of what changed."

changedInput schema / properties / client_request_id / description

Previous value: -"signal: retry key; resend the SAME key to retry."New value: +"signal: retry key."

changedInput schema / properties / corrects_prior_evidence / description

Previous value: -"signal: CORRECTS prior evidence, not repeats it. Records WHICH evidence it corrects (echoed as corrects) and attaches the snippet to that claim."New value: +"signal: TRUE to CORRECT prior evidence, not repeat it (skips dedup; when/why in meta.guidance)."

Changed1 schema field changedSep 30, 2026
- changedInput schema / properties / items / description
```
Previous value: -"signal_batch, max 100."New value: +"Batch; max 100 items."
```

Changed1 schema field changedSep 30, 2026

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "result": {}
+  },
+  "required": [
+    "result"
+  ],
+  "type": "object"
+}

Changed1 schema field changedSep 28, 2026
- removedInput schema / properties / change_summary / description
```
Removed value: -"Artefact change summary."
```
Changed4 schema fields changedSep 28, 2026
- addedInput schema / properties / body
```
Added value: +{}
```
- changedInput schema / properties / content / description
```
Previous value: -"Knowledge/artefact content."New value: +"Knowledge content."
```
- addedInput schema / properties / message
```
Added value: +{}
```
- changedInput schema / properties / title / description
```
Previous value: -"Knowledge/evidence title."New value: +"Knowledge title."
```

Changed2 schema fields changedSep 27, 2026

changedInput schema / properties / corrects_prior_evidence / description

Previous value: -"signal: CORRECTS prior evidence, not repeats it."New value: +"signal: CORRECTS prior evidence, not repeats it. Records WHICH evidence it corrects (echoed as corrects) and attaches the snippet to that claim."

addedInput schema / properties / items / items / properties / corrects_prior_evidence
```
Added value: +{
+  "type": "boolean"
+}
```

Changed18 schema fields changedSep 27, 2026
- removedInput schema / properties / agent_name / minLength
```
Removed value: -1
```
- removedInput schema / properties / attachments / items / properties / file_name / minLength
```
Removed value: -1
```
- removedInput schema / properties / attachments / minItems
```
Removed value: -1
```
- removedInput schema / properties / captured_from / minLength
```
Removed value: -1
```
- removedInput schema / properties / category / minLength
```
Removed value: -1
```
- removedInput schema / properties / change_summary / minLength
```
Removed value: -1
```
- removedInput schema / properties / content / minLength
```
Removed value: -1
```
- removedInput schema / properties / evidence / properties / provider / minLength
```
Removed value: -1
```
- removedInput schema / properties / evidence / properties / result_snapshot / properties / event_name / minLength
```
Removed value: -1
```
- removedInput schema / properties / evidence / properties / title / minLength
```
Removed value: -1
```
- removedInput schema / properties / evidence / properties / warnings / items / minLength
```
Removed value: -1
```
- removedInput schema / properties / expected_content_hash / minLength
```
Removed value: -1
```
- removedInput schema / properties / file_name / minLength
```
Removed value: -1
```
- removedInput schema / properties / items / minItems
```
Removed value: -1
```
- removedInput schema / properties / mime_type / minLength
```
Removed value: -1
```
- removedInput schema / properties / patch_ops / items / properties / markdown / minLength
```
Removed value: -1
```
- removedInput schema / properties / patch_ops / items / properties / section_id / minLength
```
Removed value: -1
```
- removedInput schema / properties / title / minLength
```
Removed value: -1
```
Changed5 schema fields changedSep 26, 2026
- addedInput schema / properties / coverage_updates / description
```
Added value: +"buckets snippets/ideas/claims; snippets[].{snippet_id, status, rationale}"
```
- removedInput schema / properties / coverage_updates / properties
```
Removed value: -{}
```
- removedInput schema / properties / coverage_updates / type
```
Removed value: -"object"
```
- changedInput schema / properties / note / description
```
Previous value: -"Why it matters; ingestion context."New value: +"Why it matters (signal)."
```
- changedInput schema / properties / source / description
```
Previous value: -"Signal source; default manual."New value: +"Signal source."
```
Changed5 schema fields changedSep 26, 2026
- changedInput schema / properties / attachments / items / properties / data_base64 / description
```
Previous value: -"Base64, ≤4200000 chars."New value: +"Base64."
```
- removedInput schema / properties / attachments / items / properties / file_name / description
```
Removed value: -"Name, ≤200 chars."
```
- changedInput schema / properties / items / items / properties / client_request_id / description
```
Previous value: -"Idempotency key; max 200 chars."New value: +"Idempotency key."
```
- removedInput schema / properties / patch_ops / items / properties / markdown / description
```
Removed value: -"Body, ≤20000 chars."
```
- removedInput schema / properties / patch_ops / items / properties / section_id / description
```
Removed value: -"Section id, ≤64 chars."
```

Changed16 schema fields changedSep 25, 2026

removedInput schema / properties / agent_name / description
```
Removed value: -"Signs the change."
```

changedInput schema / properties / category / description

Previous value: -"knowledge: free-form category label ≤60 chars. Filter via atisbo_lookup mode=knowledge."New value: +"knowledge: free-form category label ≤60 chars."

changedInput schema / properties / claim_id / description

Previous value: -"knowledge: alias for scope_id when scope_type=claim."New value: +"knowledge: alias for scope_id (scope_type=claim)."

addedInput schema / properties / client_request_id

Added value: +{
+  "description": "signal: retry key; resend the SAME key to retry.",
+  "maxLength": 200,
+  "minLength": 8,
+  "type": "string"
+}

changedInput schema / properties / content / description

Previous value: -"Knowledge or artefact content."New value: +"Knowledge/artefact content."

changedInput schema / properties / document_id / description

Previous value: -"Living document UUID for artefact modes."New value: +"Living document UUID (artefact modes)."

changedInput schema / properties / evidence / description

Previous value: -"Evidence fields; document_id is top-level."New value: +"Evidence fields; document_id top-level."

changedInput schema / properties / expected_content_hash / description

Previous value: -"content_hash from doc_patch_context"New value: +"doc_patch_context content_hash"

changedInput schema / properties / modality / description

Previous value: -"Q=Quote, O=Observation, M=Metric. Pipeline infers if omitted."New value: +"Q=Quote, O=Observation, M=Metric; inferred if omitted."

changedInput schema / properties / node_id / description

Previous value: -"knowledge: alias for scope_id when scope_type=node."New value: +"knowledge: alias for scope_id (scope_type=node)."

changedInput schema / properties / note / description

Previous value: -"Why it matters or ingestion context."New value: +"Why it matters; ingestion context."

changedInput schema / properties / scope_id / description

Previous value: -"Target scope UUID — required when scope_type is node/claim/solution/map."New value: +"Target scope UUID; required for node/claim/solution/map."

changedInput schema / properties / scope_type / description

Previous value: -"Scope kind; company is treated as active workspace."New value: +"Scope kind; company = active workspace."

changedInput schema / properties / solution_id / description

Previous value: -"knowledge: alias for scope_id when scope_type=solution."New value: +"knowledge: alias for scope_id (scope_type=solution)."

changedInput schema / properties / source / description

Previous value: -"Signal source. Defaults to manual."New value: +"Signal source; default manual."

changedInput schema / properties / title / description

Previous value: -"Knowledge or evidence title."New value: +"Knowledge/evidence title."

Changed4 schema fields changedSep 25, 2026
- removedInput schema / properties / coverage_updates / description
```
Removed value: -"Snippet/idea/claim coverage updates."
```
- addedInput schema / properties / ops
```
Added value: +{}
```
- addedInput schema / properties / patchOps
```
Added value: +{}
```
- addedInput schema / properties / patches
```
Added value: +{}
```

Changed1 schema field changedSep 24, 2026

changedInput schema / properties / category / description

Previous value: -"knowledge: free-form category/folder label, ≤60 chars. Change via atisbo_decide mode=set_knowledge_category; filter via atisbo_lookup mode=knowledge."New value: +"knowledge: free-form category label ≤60 chars. Filter via atisbo_lookup mode=knowledge."

Changed1 schema field changedSep 23, 2026

changedInput schema / properties / mode / description

Previous value: -"Capture mode. Mode-specific notes return in meta.guidance after the call."New value: +"Capture mode. Notes per mode in meta.guidance."

Changed4 schema fields changedSep 22, 2026

addedInput schema / properties / claim_id

Added value: +{
+  "description": "knowledge: alias for scope_id when scope_type=claim.",
+  "format": "uuid",
+  "type": "string"
+}

addedInput schema / properties / node_id

Added value: +{
+  "description": "knowledge: alias for scope_id when scope_type=node.",
+  "format": "uuid",
+  "type": "string"
+}

changedInput schema / properties / scope_id / description

Previous value: -"Target scope UUID."New value: +"Target scope UUID — required when scope_type is node/claim/solution/map."

addedInput schema / properties / solution_id

Added value: +{
+  "description": "knowledge: alias for scope_id when scope_type=solution.",
+  "format": "uuid",
+  "type": "string"
+}

Changed8 schema fields changedSep 18, 2026

changedInput schema / properties / category / description

Previous value: -"knowledge: free-form category/folder label, no claim/node link needed. Change via atisbo_decide mode=set_knowledge_category; filter via atisbo_lookup mode=knowledge."New value: +"knowledge: free-form category/folder label, ≤60 chars. Change via atisbo_decide mode=set_knowledge_category; filter via atisbo_lookup mode=knowledge."

changedInput schema / properties / evidence / properties / block_type / description

Previous value: -"Evidence block kind (default external_insight)."New value: +"Evidence block kind."

changedInput schema / properties / evidence / properties / provider / description

Previous value: -"Provider name, e.g. posthog, amplitude, stripe, hubspot, custom_sql."New value: +"Provider name, e.g. posthog, amplitude, custom_sql."

changedInput schema / properties / evidence / properties / query_language / description

Previous value: -"Language of query_text (default natural_language)."New value: +"Language of query_text."

changedInput schema / properties / evidence / properties / query_text / description

Previous value: -"Query, event name, API request, or natural-language investigation prompt."New value: +"Query, event name, API request, or investigation prompt."

changedInput schema / properties / evidence / properties / refresh_policy / description

Previous value: -"Refresh cadence for the snapshot (default manual)."New value: +"Refresh cadence for the snapshot."

changedInput schema / properties / evidence / properties / status / description

Previous value: -"Relation to the hypothesis (default informational)."New value: +"Relation to the hypothesis."

changedInput schema / properties / evidence / properties / title / description

Previous value: -"Short evidence block title."New value: +"Evidence block title."

Changed1 schema field changedSep 17, 2026

changedInput schema / properties / category / description

Previous value: -"knowledge: free-form category/folder label the PM controls directly — no claim/node link needed. Change later with atisbo_decide mode=set_knowledge_category; filter with atisbo_lookup mode=knowledge category=."New value: +"knowledge: free-form category/folder label, no claim/node link needed. Change via atisbo_decide mode=set_knowledge_category; filter via atisbo_lookup mode=knowledge."

Changed1 schema field changedSep 17, 2026

addedInput schema / properties / category

Added value: +{
+  "description": "knowledge: free-form category/folder label the PM controls directly — no claim/node link needed. Change later with atisbo_decide mode=set_knowledge_category; filter with atisbo_lookup mode=knowledge category=.",
+  "maxLength": 60,
+  "minLength": 1,
+  "type": "string"
+}

Changed1 schema field changedSep 16, 2026
- removedInput schema / properties / patch_ops / minItems
```
Removed value: -1
```

Changed8 schema fields changedSep 1, 2026

addedInput schema / properties / attachments

Added value: +{
+  "description": "1-5 files; 3 MB combined.",
+  "items": {
+    "description": "PNG/JPG/WebP/PDF; no extraction.",
+    "properties": {
+      "data_base64": {
+        "description": "Base64, ≤4200000 chars.",
+        "maxLength": 4200000,
+        "minLength": 4,
+        "type": "string"
+      },
+      "file_name": {
+        "description": "Name, ≤200 chars.",
+        "maxLength": 200,
+        "minLength": 1,
+        "type": "string"
+      },
+      "mime_type": {
+        "enum": [
+          "image/png",
+          "image/jpeg",
+          "image/webp",
+          "application/pdf"
+        ],
+        "type": "string"
+      }
+    },
+    "required": [
+      "data_base64",
+      "file_name",
+      "mime_type"
+    ],
+    "type": "object"
+  },
+  "maxItems": 5,
+  "minItems": 1,
+  "type": "array"
+}

changedInput schema / properties / capture_mode / description

Previous value: -"Routing; the signals_only default creates no reusable knowledge unless requested."New value: +"Knowledge routing; default signals_only."

changedInput schema / properties / change_summary / description

Previous value: -"Public change description for update_artefact/patch_artefact (patch_artefact accepts note as fallback)."New value: +"Artefact change summary."

changedInput schema / properties / content / description

Previous value: -"Document content — update_artefact fully replaces the doc."New value: +"Knowledge or artefact content."

changedInput schema / properties / evidence / description

Previous value: -"add_artefact_evidence fields; document_id goes at top level. title aliases label, provider aliases kind."New value: +"Evidence fields; document_id is top-level."

changedInput schema / properties / items / description

Previous value: -"signal_batch; max 100 items. Each needs text + client_request_id."New value: +"signal_batch, max 100."

changedInput schema / properties / scope_id / description

Previous value: -"Required for node, claim, solution, and map scopes."New value: +"Target scope UUID."

changedInput schema / properties / text / description

Previous value: -"Raw feedback/signal text (signal mode)."New value: +"Signal text."

First observedSep 1, 2026

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