Release Notes v0.8.0¶

Release Date: June 1, 2026

This release introduces structured-evaluation ClaimsReport integration for standardized statistics output and PlexusOne unified navigation theming.

Highlights¶

ClaimsReport Integration - Statistics can now be exported as structured-evaluation ClaimsReport format for standardized validation workflows
HTTP Format Parameter - New ?format=claims query parameter for HTTP endpoints returns ClaimsReport JSON
PlexusOne Theme - Unified navigation and theming for MkDocs documentation site

New Features¶

ClaimsReport Conversion¶

New methods for converting statistics to structured-evaluation ClaimsReport format:

// Convert orchestration response to claims report
report := orchestrationResp.ToClaimsReport()

// Include verification failures for full audit trail
report := orchestrationResp.ToClaimsReportWithFailures(failures)

// Convert verification response directly
report := verificationResp.ToClaimsReport("topic-name")

HTTP Format Parameter¶

Request ClaimsReport JSON output via query parameter:

# Orchestration endpoint
curl -X POST "http://localhost:8080/orchestrate?format=claims" \
  -H "Content-Type: application/json" \
  -d '{"topic": "climate change statistics"}'

# Verification endpoint
curl -X POST "http://localhost:8081/verify?format=claims&topic=climate" \
  -H "Content-Type: application/json" \
  -d '{"statistics": [...]}'

Source Classification¶

Authoritative sources are automatically classified with high reliability:

Source	Classification
WHO, CDC, NIH, FDA, EPA	ReputableVendor / ReliabilityHigh
Census Bureau, BLS, Federal Reserve	ReputableVendor / ReliabilityHigh
NASA, NOAA	ReputableVendor / ReliabilityHigh
Pew Research Center, Gallup	ReputableVendor / ReliabilityHigh
Other sources	Community / Default reliability

Bug Fixes¶

Fixed gosec false positive with nolint directive

Changes¶

MkDocs navigation switched to vertical style for improved readability

Documentation¶

README shields updated
MkDocs index page shields removed for cleaner appearance

Dependencies¶

New Dependencies¶

Package	Version
`github.com/plexusone/structured-evaluation`	v0.6.0

Updated Dependencies¶

Package	Old Version	New Version
`github.com/cloudwego/eino`	v0.7.36	v0.9.2
`github.com/grokify/mogo`	v0.73.3	v0.74.5
`github.com/modelcontextprotocol/go-sdk`	v1.4.0	v1.6.0
`github.com/danielgtaylor/huma/v2`	v2.35.0	v2.38.0
`github.com/plexusone/agentkit`	v0.5.0	v0.6.0
`github.com/plexusone/omnillm`	v0.13.0	v0.15.3
`github.com/plexusone/omniobserve`	v0.7.0	v0.8.0
`github.com/a2aproject/a2a-go`	v0.3.7	v0.3.15
`google.golang.org/genai`	v1.48.0	v1.58.0
`google.golang.org/adk`	v0.5.0	v1.4.0

Infrastructure¶

GitHub Actions Updates¶

Action	Old Version	New Version
`docker/login-action`	v3	v4
`docker/build-push-action`	v6	v7
`docker/metadata-action`	v5	v6
`docker/setup-buildx-action`	v3	v4
`azure/setup-helm`	v4	v5

Migration Guide¶

From v0.7.x¶

No breaking changes. To use the new ClaimsReport integration:

Update dependency:

go get github.com/plexusone/agent-team-stats@v0.8.0
go mod tidy

Use ClaimsReport conversion (optional):

import "github.com/plexusone/agent-team-stats/pkg/models"

// After orchestration
resp, _ := orchestrator.Orchestrate(ctx, req)
claimsReport := resp.ToClaimsReport()

Use HTTP format parameter (optional):

curl "http://localhost:8080/orchestrate?format=claims" ...

Contributors¶

John Wang (@grokify)

Full Changelog: v0.7.0...v0.8.0