Remove agentic-observability-kit and agentic-optimization-kit workflows

[Copilot]

Both kits are being removed to allow piecewise re-implementation with proper testing at each layer.

Removed

• .github/workflows/agentic-observability-kit.md + .lock.yml — weekly repository-scoped observability + portfolio review workflow
• .github/workflows/agentic-optimization-kit.md + .lock.yml — weekly consolidated token audit + optimization + observability workflow
• docs/src/content/docs/patterns/agentic-observability-kit.md — docs page for the kit

Capability inventory (for re-implementation reference)

Observability Kit

• Episode-level lineage analysis via episodes[] / edges[] from gh aw logs
• Signals: drift, weak control, MCP failures, blocked requests, resource-heavy runs, stale/overlapping workflows
• Four charts: Episode Risk–Cost Frontier, Workflow Stability Matrix, Repository Portfolio Map, Workflow Overlap Matrix
• Metrics: episode_risk_score, workflow_instability_score, workflow_value_proxy, workflow_overlap_score
• Domain-aware interpretation across triage / research / code_fix / release_ops / delegated_automation

Optimization Kit

• Three-phase pipeline: 7-day baseline audit → optimization target selection → 30-day episode/observability analysis
• Heavy-hitter flags: is_dominant (>30% token share), is_expensive_per_run (>100k avg tokens/run), is_noisy (>0.5 incidents/run)
• Rolling 90-day trend snapshots + 14-day optimization cooldown log in repo-memory
• Five charts: token usage bar, historical trend, risk–cost frontier, stability heatmap, portfolio map
• Report includes 5 actionable AI prompts (optimization, stability fix, consolidation, right-sizing, escalation)

[Copilot]

Pull request overview

Removes the “agentic-observability-kit” and “agentic-optimization-kit” workflows (and their compiled lock files) plus the associated docs page, to enable piecewise re-implementation with better testing.

Changes:

• Deleted .github/workflows/agentic-observability-kit.md and .github/workflows/agentic-observability-kit.lock.yml.
• Deleted .github/workflows/agentic-optimization-kit.md and .github/workflows/agentic-optimization-kit.lock.yml.
• Deleted docs/src/content/docs/patterns/agentic-observability-kit.md.

Show a summary per file

File	Description
docs/src/content/docs/patterns/agentic-observability-kit.md	Removes the documentation page describing the observability kit.
.github/workflows/agentic-optimization-kit.md	Removes the optimization kit workflow definition.
.github/workflows/agentic-optimization-kit.lock.yml	Removes the compiled/locked workflow artifact for the optimization kit.
.github/workflows/agentic-observability-kit.md	Removes the observability kit workflow definition.
.github/workflows/agentic-observability-kit.lock.yml	Removes the compiled/locked workflow artifact for the observability kit.

Copilot's findings

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Comments suppressed due to low confidence (2)

.github/workflows/agentic-observability-kit.md:1

• Removing this workflow will leave stale references in the docs that link to /.github/workflows/agentic-observability-kit.md and its badge (agentic-observability-kit.lock.yml). For example: docs/src/content/docs/agent-factory-status.mdx:18 and docs/src/content/docs/blog/2026-04-06-weekly-update.md:62. Please update/remove those references in the same PR to avoid broken links/badges.
  .github/workflows/agentic-optimization-kit.md:1
• Removing this workflow will leave stale references in the docs that link to /.github/workflows/agentic-optimization-kit.md and its badge (agentic-optimization-kit.lock.yml). For example: docs/src/content/docs/agent-factory-status.mdx:19. Please update/remove those references in the same PR to avoid broken links/badges.

• Files reviewed: 4/5 changed files
• Comments generated: 0