Rockachopa/Timmy-time-dashboard
1
0
Fork 2
Code Issues 7 Pull Requests Actions Packages Projects Releases Wiki Activity

[Sovereignty P0] Metrics Emitter + SQLite Metrics Store #954

New Issue
Closed
opened 2026-03-22 18:23:02 +00:00 by perplexity · 1 comment
perplexity commented 2026-03-22 18:23:02 +00:00
Collaborator
Copy Link

Parent

Part of #953 (The Sovereignty Loop) — P0 priority

Governing Principle

"Cannot improve what you cannot measure."

Goal

Build the metrics infrastructure that tracks sovereignty percentage across all layers. Without this, the sovereignty loop has no feedback signal.

Implementation

  1. Create src/timmy/sovereignty/metrics.py:
    • metrics.record(event_type, metadata) — log any sovereignty event
    • Event types: perception_cache_hit, perception_vlm_call, decision_rule_hit, decision_llm_call, narration_template, narration_llm, skill_crystallized, api_call, api_cost
  2. SQLite storage at data/sovereignty_metrics.db:
    • events table: timestamp, event_type, session_id, metadata_json
    • sessions table: session_id, game, start_time, end_time
  3. Real-time computation functions:
    • get_sovereignty_pct(layer, time_window) → float
    • get_cost_per_hour(time_window) → float
    • get_skills_crystallized(session_id) → int
  4. WebSocket emitter for dashboard widget (feeds into #953's sovereignty dashboard spec)

Effort Estimate

1 day

Cross-references

  • #953 (Sovereignty Loop governing doc)
  • #855 (SQLite Command Log — can share infrastructure)
  • #879 (Dashboard — will consume these metrics)
  • #862 (Timmy Dashboard — monitoring UI)
## Parent Part of #953 (The Sovereignty Loop) — P0 priority ## Governing Principle > "Cannot improve what you cannot measure." ## Goal Build the metrics infrastructure that tracks sovereignty percentage across all layers. Without this, the sovereignty loop has no feedback signal. ## Implementation 1. Create `src/timmy/sovereignty/metrics.py`: - `metrics.record(event_type, metadata)` — log any sovereignty event - Event types: `perception_cache_hit`, `perception_vlm_call`, `decision_rule_hit`, `decision_llm_call`, `narration_template`, `narration_llm`, `skill_crystallized`, `api_call`, `api_cost` 2. SQLite storage at `data/sovereignty_metrics.db`: - `events` table: timestamp, event_type, session_id, metadata_json - `sessions` table: session_id, game, start_time, end_time 3. Real-time computation functions: - `get_sovereignty_pct(layer, time_window)` → float - `get_cost_per_hour(time_window)` → float - `get_skills_crystallized(session_id)` → int 4. WebSocket emitter for dashboard widget (feeds into #953's sovereignty dashboard spec) ## Effort Estimate 1 day ## Cross-references - #953 (Sovereignty Loop governing doc) - #855 (SQLite Command Log — can share infrastructure) - #879 (Dashboard — will consume these metrics) - #862 (Timmy Dashboard — monitoring UI)
claude was assigned by Rockachopa 2026-03-22 23:31:25 +00:00
claude added the harnessheartbeatp0-critical labels 2026-03-23 13:52:52 +00:00
claude commented 2026-03-23 19:51:39 +00:00
Collaborator
Copy Link

PR created: #1164

Summary of changes:

  • src/timmy/sovereignty/metrics.py — new module with SovereigntyMetricsStore backed by SQLite, events + sessions tables, all 9 event types, get_sovereignty_pct(), get_cost_per_hour(), get_skills_crystallized(), module-level convenience functions, and emit_sovereignty_event() async helper
  • src/dashboard/routes/sovereignty_ws.py — /ws/sovereignty WebSocket endpoint streaming metric snapshots every 5 s
  • src/dashboard/app.py — sovereignty WS router registered
  • tests/unit/test_sovereignty_metrics.py — 34 new unit tests, all passing (tox -e unit: 127 passed)
PR created: #1164 **Summary of changes:** - `src/timmy/sovereignty/metrics.py` — new module with `SovereigntyMetricsStore` backed by SQLite, `events` + `sessions` tables, all 9 event types, `get_sovereignty_pct()`, `get_cost_per_hour()`, `get_skills_crystallized()`, module-level convenience functions, and `emit_sovereignty_event()` async helper - `src/dashboard/routes/sovereignty_ws.py` — `/ws/sovereignty` WebSocket endpoint streaming metric snapshots every 5 s - `src/dashboard/app.py` — sovereignty WS router registered - `tests/unit/test_sovereignty_metrics.py` — 34 new unit tests, all passing (`tox -e unit`: 127 passed)
Sign in to join this conversation.
No Branch/Tag Specified
Branches Tags
Labels
Clear labels
222-epic
Workshop: Timmy as Presence (Epic #222)
 actionable
Has a concrete code/config task extracted
 assigned-claude
Issue currently assigned to Claude agent — do not assign to another agent
 assigned-gemini
Issue currently assigned to Gemini agent — do not assign to another agent
 assigned-groq
assigned-kimi
Issue currently assigned to Kimi agent — do not assign to another agent
 assigned-manus
Issue currently assigned to Manus agent — do not assign to another agent
 claude-ready
consolidation
Part of a consolidation epic
 deprioritized
Keep open but not blocking P0 work
 deprioritized
Keep open but not blocking P0 work
 duplicate
Duplicate of another issue
 gemini-review
Auto-generated by Gemini, needs relevance review
 groq-ready
harness
Core product: agent framework, heartbeat, inference, memory
 heartbeat
Harness: Agent heartbeat loop
 inference
Harness: Inference and model routing
 infrastructure
Supporting stage: dashboard, CI/CD, deployment, DNS
 kimi-ready
Scoped and ready for Kimi to pick up
 memory-session
Harness: Memory and session crystallization
 morrowind
Harness: Morrowind embodiment
 needs-design
Needs architectural design before implementation
 needs-extraction
Philosophy with unextracted engineering work
 p0-critical
Priority 0: Must fix now
 p1-important
Priority 1: Important, next sprint
 p2-backlog
Priority 2: Backlog, do when time permits
 philosophy
Philosophical foundation — informs architecture decisions
 rejected-direction
Closed: rejected or superseded direction
 seed:know-purpose
Three Seeds: KNOW YOUR PURPOSE
 seed:serve-real
Three Seeds: SERVE THE REAL
 seed:tell-truth
Three Seeds: TELL THE TRUTH
 sovereignty
Harness: Sovereignty stack
No Label harness heartbeat p0-critical
Milestone
No items
No Milestone
Projects
Clear projects
No project
Assignees
Clear assignees
Timmy claude grok groq kimi manus perplexity Rockachopa
No Assignees claude
2 Participants
Notifications
Due Date
No due date set.
Dependencies

No dependencies set.

Reference: Rockachopa/Timmy-time-dashboard#954
Delete Branch "%!s()"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?