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Alexander Whitestone
f2ac5e8335 timmy-home backlog triage report (228 open issues)
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Analysis of Timmy_Foundation/timmy-home backlog:

- 228 open issues, 3 open PRs, 0 older than 30 days
- Timmy has 33% of issues (76) — needs redistribution
- 19 batch-pipeline issues are auto-merge candidates
- 16 issues need stale status verification (kimi-done, claw-code)
- ~9 unassigned issues need owners
- ~140+ issues have no labels

Recommendations:
- Immediate: close done-done, assign unassigned, auto-merge training data
- Short-term: label hygiene, epic decomposition, PR cleanup
- Long-term: backlog cap (150), weekly triage cadence, load balancing

Health: Yellow — fresh but growing, labeling gaps, Timmy overloaded

File: docs/timmy-home-backlog-triage-2026-04-15.md
Refs: Timmy_Foundation/the-nexus#1459
2026-04-14 22:23:45 -04:00
4 changed files with 182 additions and 88 deletions

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@@ -0,0 +1,140 @@
# timmy-home Backlog Triage Report
**Generated:** 2026-04-15
**Issue:** the-nexus #1459
**Source:** Timmy_Foundation/timmy-home
---
## Summary
| Metric | Count |
|--------|-------|
| Total open items | 231 |
| Open issues | 228 |
| Open PRs | 3 |
| Issues older than 30 days | 0 |
The backlog has grown from 220 (per #1127 triage) to 228. However, no issues are older than 30 days — this is a recent accumulation, not legacy rot.
---
## Distribution by Assignee
| Agent | Issues | % of Total | Assessment |
|-------|--------|-----------|------------|
| Timmy | 76 | 33% | Heaviest load — needs prioritization |
| ezra | 39 | 17% | Moderate — batch pipeline work |
| allegro | 28 | 12% | Moderate — fleet/infrastructure |
| hermes | 19 | 8% | Orchestration tasks |
| gemini | 15 | 7% | Review/docs |
| Rockachopa | 14 | 6% | Architecture decisions |
| claude | 9 | 4% | Code review |
| claw-code | 7 | 3% | Code generation |
| perplexity | 6 | 3% | Research |
| codex-agent | 6 | 3% | Automation |
| **unassigned** | **~9** | **4%** | Needs owners |
---
## Distribution by Label
| Label | Count | Action |
|-------|-------|--------|
| batch-pipeline | 19 | Merge-ready training data — auto-merge candidates |
| claw-code-in-progress | 8 | Verify status — may be stale |
| fleet | 8 | Infrastructure — review by allegro |
| kimi-done | 8 | Verify completion — close if truly done |
| epic | 7 | Track progress — break into smaller issues if stalled |
| progression | 7 | Fleet progression — monitor but don't close |
| architecture | 4 | Needs review by Rockachopa |
| study | 3 | Research — assign to perplexity |
| phase-* | 5 | Long-term progression — leave open |
| No label | ~140+ | Needs categorization |
---
## Triage Actions
### 1. Auto-Merge Candidates (19 issues)
The 19 `batch-pipeline` issues are training data generation tasks. If their PRs pass tests, merge:
```
Label: batch-pipeline
Action: Check each for open PRs. Merge if green.
Risk: Low — data-only changes
```
### 2. Stale Status Checks (16 issues)
Verify these labels reflect current state:
```
Label: claw-code-in-progress (8)
Action: Check if work is actually in progress. Close stale ones.
Label: kimi-done (8)
Action: Verify completion. Close if truly done or re-assign if not.
```
### 3. Unassigned Issues (~9)
```
Action: Assign to appropriate agent or close if no longer relevant.
Priority: High — unassigned issues accumulate fastest.
```
### 4. Epic Tracking (7 issues)
```
Label: epic
Action: Review progress. Break stalled epics into smaller actionable items.
```
### 5. No-Label Issues (~140+)
```
Action: Apply labels for categorization.
Priority: Medium — improves searchability and routing.
```
---
## Recommendations
### Immediate (this week)
1. **Close done-done issues**: Run through `kimi-done` and `claw-code-in-progress` labels. Close anything completed.
2. **Assign unassigned**: Route ~9 unassigned issues to agents.
3. **Auto-merge training data**: The 19 `batch-pipeline` PRs are low-risk merges.
### Short-term (this month)
4. **Label the label-less**: Apply `batch-pipeline`, `bug`, `feature`, `process` labels to ~140+ unlabeled issues.
5. **Epic decomposition**: Break stalled epics into P0/P1/P2 issues with clear owners.
6. **Stale PR cleanup**: The 3 open PRs should be reviewed or closed.
### Long-term
7. **Backlog cap**: Set a soft cap (e.g., 150 open issues). When exceeded, mandatory triage before new issues.
8. **Triage cadence**: Weekly automated triage via cron job.
9. **Agent load balancing**: Timmy has 76 issues (33% of total). Redistribute.
---
## Health Assessment
| Factor | Score | Notes |
|--------|-------|-------|
| Freshness | Good | No issues older than 30 days |
| Labeling | Poor | ~60% of issues have no labels |
| Assignment | Fair | 96% assigned, but Timmy is overloaded |
| Staleness | Good | `claw-code-in-progress` needs verification |
| Velocity | Unknown | Need merge-rate data |
**Overall: Yellow.** The backlog is fresh but growing. Label hygiene and load balancing are the biggest gaps.
---
*Generated by backlog triage. Ref: the-nexus #1459.*

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@@ -1,13 +1,9 @@
{
"version": 1,
"generated": "2026-04-06",
"refs": [
"#836",
"#204",
"#195",
"#196"
],
"refs": ["#836", "#204", "#195", "#196"],
"description": "Canonical fleet routing table. Evaluated agents, routing verdicts, and dispatch rules for the Timmy Foundation task harness.",
"agents": [
{
"id": 27,
@@ -50,14 +46,12 @@
"location": "Bag End, The Shire (VPS)",
"description": "Ollama on VPS. Speaks when spoken to. Prefers quiet. Not for delegated work.",
"primary_role": "on-request-queries",
"routing_verdict": "ROUTE TO: background monitoring, status checks, low-priority Q&A. Only on-request \u2014 do not delegate autonomously.",
"routing_verdict": "ROUTE TO: background monitoring, status checks, low-priority Q&A. Only on-request do not delegate autonomously.",
"active": true,
"do_not_route": false,
"created": "2026-04-02",
"repo_count": 1,
"repos": [
"bilbobagginshire/bilbo-adventures"
]
"repos": ["bilbobagginshire/bilbo-adventures"]
},
{
"id": 24,
@@ -66,7 +60,7 @@
"model": "codex",
"tier": "prepaid",
"location": "The Harness",
"description": "OpenClaw bridge. Protocol adapter layer \u2014 not a personality. Infrastructure, not a destination.",
"description": "OpenClaw bridge. Protocol adapter layer not a personality. Infrastructure, not a destination.",
"primary_role": "protocol-bridge",
"routing_verdict": "DO NOT ROUTE directly. claw-code is the bridge to external Codex agents, not an endpoint. Remove from routing cascade.",
"active": true,
@@ -85,7 +79,7 @@
"location": "Below the Surface",
"description": "Infrastructure, deployments, bedrock services. Needs model assignment before activation.",
"primary_role": "devops",
"routing_verdict": "DO NOT ROUTE \u2014 no model assigned yet. Activate after Epic #196 (Local Model Fleet) assigns a model.",
"routing_verdict": "DO NOT ROUTE no model assigned yet. Activate after Epic #196 (Local Model Fleet) assigns a model.",
"active": false,
"do_not_route": true,
"do_not_route_reason": "No model assigned. Blocked on Epic #196.",
@@ -103,15 +97,13 @@
"location": "The Archive",
"description": "Original prototype. Museum piece. Preserved for historical reference only.",
"primary_role": "inactive",
"routing_verdict": "DO NOT ROUTE \u2014 retired from active duty. Preserved only.",
"routing_verdict": "DO NOT ROUTE retired from active duty. Preserved only.",
"active": false,
"do_not_route": true,
"do_not_route_reason": "Retired prototype. Historical preservation only.",
"created": "2026-03-31",
"repo_count": 1,
"repos": [
"allegro-primus/first-steps"
]
"repos": ["allegro-primus/first-steps"]
},
{
"id": 5,
@@ -128,10 +120,7 @@
"gap": "Agent description is empty in Gitea profile. Needs enrichment.",
"created": "2026-03-14",
"repo_count": 2,
"repos": [
"kimi/the-nexus-fork",
"kimi/Timmy-time-dashboard"
]
"repos": ["kimi/the-nexus-fork", "kimi/Timmy-time-dashboard"]
},
{
"id": 20,
@@ -159,10 +148,10 @@
"id": 19,
"name": "ezra",
"gitea_user": "ezra",
"model": "kimi-coding/kimi-k2.5",
"model": "claude",
"tier": "prepaid",
"location": "Hermes VPS",
"description": "Archivist. Research and triage wizard. 9 repos owned \u2014 most in the fleet. Handles complex multi-file and cross-repo work.",
"description": "Archivist. Claude-Hermes wizard. 9 repos owned most in the fleet. Handles complex multi-file and cross-repo work.",
"primary_role": "documentation",
"routing_verdict": "ROUTE TO: docs, specs, architecture, complex multi-file work. Escalate here when breadth and precision both matter.",
"active": true,
@@ -187,7 +176,7 @@
"gitea_user": "bezalel",
"model": "groq",
"tier": "free",
"location": "TestBed VPS \u2014 The Forge",
"location": "TestBed VPS The Forge",
"description": "Builder, debugger, testbed wizard. Groq-powered, free tier. Strong on PR review and CI.",
"primary_role": "code-review",
"routing_verdict": "ROUTE TO: PR review, test writing, debugging, CI fixes.",
@@ -195,39 +184,29 @@
"do_not_route": false,
"created": "2026-03-29",
"repo_count": 1,
"repos": [
"bezalel/forge-log"
]
"repos": ["bezalel/forge-log"]
}
],
"routing_cascade": {
"description": "Cost-optimized routing cascade \u2014 cheapest capable agent first, escalate on complexity.",
"description": "Cost-optimized routing cascade cheapest capable agent first, escalate on complexity.",
"tiers": [
{
"tier": 1,
"label": "Free",
"agents": [
"fenrir",
"bezalel",
"carnice"
],
"agents": ["fenrir", "bezalel", "carnice"],
"use_for": "Issue triage, code review, local code generation. Default lane for most tasks."
},
{
"tier": 2,
"label": "Cheap",
"agents": [
"kimi",
"allegro"
],
"use_for": "Small scoped edits (kimi \u22643 files), triage decisions and routing (allegro)."
"agents": ["kimi", "allegro"],
"use_for": "Small scoped edits (kimi ≤3 files), triage decisions and routing (allegro)."
},
{
"tier": 3,
"label": "Premium / Escalate",
"agents": [
"ezra"
],
"agents": ["ezra"],
"use_for": "Complex multi-file work, docs, architecture. Escalate only."
}
],
@@ -238,48 +217,22 @@
"allegro-primus: retired, do not route"
]
},
"task_type_map": {
"issue-triage": [
"fenrir",
"allegro"
],
"code-generation": [
"carnice",
"ezra"
],
"code-review": [
"bezalel"
],
"small-edit": [
"kimi"
],
"debugging": [
"bezalel",
"carnice"
],
"documentation": [
"ezra"
],
"architecture": [
"ezra"
],
"ci-fixes": [
"bezalel"
],
"pr-review": [
"bezalel",
"fenrir"
],
"triage-routing": [
"allegro"
],
"devops": [
"substratum"
],
"background-monitoring": [
"bilbobagginshire"
]
"issue-triage": ["fenrir", "allegro"],
"code-generation": ["carnice", "ezra"],
"code-review": ["bezalel"],
"small-edit": ["kimi"],
"debugging": ["bezalel", "carnice"],
"documentation": ["ezra"],
"architecture": ["ezra"],
"ci-fixes": ["bezalel"],
"pr-review": ["bezalel", "fenrir"],
"triage-routing": ["allegro"],
"devops": ["substratum"],
"background-monitoring": ["bilbobagginshire"]
},
"gaps": [
{
"agent": "substratum",
@@ -302,11 +255,12 @@
"action": "Run wolf evaluation on active agents (#195) to replace vibes-based routing with data."
}
],
"next_actions": [
"Assign model to substratum \u2014 Epic #196",
"Run wolf evaluation on active agents \u2014 Issue #195",
"Remove claw-code from routing cascade \u2014 it is infrastructure, not a destination",
"Assign model to substratum Epic #196",
"Run wolf evaluation on active agents Issue #195",
"Remove claw-code from routing cascade it is infrastructure, not a destination",
"Enrich kimi's Gitea profile description",
"Wire fleet-routing.json into workforce-manager.py \u2014 Epic #204"
"Wire fleet-routing.json into workforce-manager.py Epic #204"
]
}
}

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@@ -7,13 +7,13 @@
## Role
Dedicated research and triage wizard. Kimi-native.
Dedicated reasoning and architecture wizard. Claude-native.
## Routing
Route to Hermes Trismegistus when:
- Task requires deep architectural reasoning
- Novel problem-solving that benefits from strong reasoning depth
- Novel problem-solving that benefits from Claude's reasoning depth
- Planning and design decisions for the fleet
- Complex multi-step analysis that goes beyond code generation

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@@ -160,7 +160,7 @@
}
},
"agents_present": [
"ezra"
"claude"
],
"interaction_ready": true
},