Inspect the team before use
Active database publicationData Analysis & Business Insights
Turns bounded operating data into reproducible performance and segment analysis, audited business insights, and an actionable operating report.
Opens the installed OpenCorvus desktop app. The client re-downloads and re-verifies this exact revision, then asks you for an install scope. No desktop app yet? Install OpenCorvus first
Bound execution graph
Workflow and handoffs
The graph shows who owns each step and which earlier result it depends on. It explains the team's collaboration contract; it is not live task progress and does not schedule Agents from the page.
d3f161b67 nodes- 01data-analysis-plannerPublishes data-analysis/analysis-charter.
root - 02data-analysis-data-stewardPublishes data-analysis/data-dossier.
← data-analysis-planner - 03data-analysis-performance-analystPublishes data-analysis/performance-analysis.
← data-analysis-data-steward - 04data-analysis-segment-analystPublishes data-analysis/segment-analysis.
← data-analysis-data-steward - 05data-analysis-insight-synthesizerPublishes data-analysis/insight-brief.
← data-analysis-performance-analyst + data-analysis-segment-analyst - 06data-analysis-fact-checkerPublishes data-analysis/audit.
← data-analysis-insight-synthesizer - 07data-analysis-report-writerPublishes data-analysis/report.
← data-analysis-fact-checker
Intended scope
Use for a bounded operating dataset that needs metric reconciliation, parallel performance and segment analysis, and an audited decision report.
- Product pillarswork
- Agent roster7 declared roles
- Declared workflows1 complete responsibility and dependency graphs
- Full capability projection2 Skills · 4 tools · 0 MCP refs
Roles and ownership
This roster comes from the exact package. Agent identity and base role participate in the real runtime; avatars, ratings, and personas do not influence selection.
- Data Analysis Planner
delegated-workerDefines the business question, metrics, dataset boundary, comparison plan, and stopping conditions. - Data Analysis Data Steward
deep-researchBuilds the normalized data dossier with provenance, grain, quality findings, and metric reconciliation. - Data Analysis Performance Analyst
delegated-workerAnalyzes trends, variance, efficiency, and operational performance from the accepted dossier. - Data Analysis Segment Analyst
delegated-workerAnalyzes cohort, region, channel, product, or customer segments from the accepted dossier. - Data Analysis Insight Synthesizer
delegated-workerReconciles both analytical branches into prioritized insights and an operating action sequence. - Data Analysis Fact Checker
fact-checkIndependently checks the synthesized brief against its calculations, sources, definitions, and limitations. - Data Analysis Report Writer
buildResolves the audit and publishes the canonical operating insight report.
Workflow and handoffs
The graph shows who owns each step and which earlier result it depends on. It explains the team's collaboration contract; it is not live task progress and does not schedule Agents from the page.
operating-insight-report
Audited Operating Insight Report
Use when the Task supplies bounded operating data and metric definitions: define the analysis, curate the data dossier, analyze performance and segments in parallel, synthesize insights, audit them, and publish the report.
- 01data-analysis-plannerPublishes data-analysis/analysis-charter.depends_on: []
- 02data-analysis-data-stewardPublishes data-analysis/data-dossier.depends_on: data-analysis-planner
- 03data-analysis-performance-analystPublishes data-analysis/performance-analysis.depends_on: data-analysis-data-steward
- 04data-analysis-segment-analystPublishes data-analysis/segment-analysis.depends_on: data-analysis-data-steward
- 05data-analysis-insight-synthesizerPublishes data-analysis/insight-brief.depends_on: data-analysis-performance-analyst, data-analysis-segment-analyst
- 06data-analysis-fact-checkerPublishes data-analysis/audit.depends_on: data-analysis-insight-synthesizer
- 07data-analysis-report-writerPublishes data-analysis/report.depends_on: data-analysis-fact-checker
Capability scope
The full projection includes built-in, default, and package-owned references. The package-owned subset is disclosed separately and never presented as the complete permission surface.
- Full Skill projection2 unique references; 2 are the package-owned subset
- Full tool projection4 unique references; 1 are the package-owned subset
- Full MCP projection0 server/tool/prompt/resource references; 0 are the package-owned subset
- Configuration0 fields · 0 required
Version and provenance
During publication import, the website reconstructs the canonical file tree and complete display facts from the exact ZIP referenced by the signed catalog. The local Manager validates shape, identity, topology, and digest again during install.
- Identitybuiltin/data-analysis
- Version2026.08.19.1
- Package SHA-256d3f161b61272b9c41528807a89bc1312a3e346ce093f9563102fb64ef91397f5
This record belongs to the active database publication. The importer checked it field by field against the OpenCorvus-signed catalog, exact ZIP, and content digest. The signing private key never reaches the production server; third-party publisher identity and independent review services are not open yet.
Install boundary
The page can hand this exact revision to an installed OpenCorvus client, or stream its content-addressed ZIP. Neither path installs or activates a team from the web: the client re-downloads the archive, re-verifies its bytes, digest, and shape, and requires an explicit scope.
- 01Resolve the exact revision in the website database, verify ZIP bytes and SHA-256, then hand it to the client or start the download response
- 02Recompute the digest and strictly validate the selected package during client import
- 03Require the operator to choose project or user-global scope
- 04Import atomically through the Manager and return a mutation receipt
- 05Select the installed Squad separately before the active profile changes