Jordan Ramos
916f86725d
Core agent improvements: - RSO (Relevance Scoring & Observation) system: interaction_logger, memory_scorer, signal_detector - Memory access logging (memory_access_log table) for relevance scoring; high-signal turn detection - Rich conversation storage for notable turns; compact_conversation truncates long user messages - Task-type classifier (query/action/analysis/creative) for observation tagging - Nested sub-agent visibility: deep delegations now register against the main agent's manager Child safety (Gabriel profile): - child_safety.py: filtering, audit logging, prompt constants for restricted sessions - .kiro/specs/child-safety-profile: requirements, design, tasks specs - GABRIEL_BOT_PROPOSAL.md: initial proposal doc - Reduced context window (10 msgs) and tutor-mode identity for restricted users Telegram adapter: - Polling watchdog: auto-restarts updater if polling drops unexpectedly - get_me() with exponential-backoff retry on NetworkError at startup - Correct stop() ordering: signal watchdog before cancelling tasks Email / Gmail: - send_email: supports file attachments (attachments list param) - get_email: surfaces attachment metadata in response Scheduled tasks / weather: - Remove OpenWeatherMap API calls from morning-weather task; use wttr.in exclusively - New scheduled tasks and scheduler state persistence Discord: - adapters/discord/__init__.py scaffold - discord-plugin: MCP plugin for Claude Code Discord integration (server.ts, skills, config) Infrastructure: - n8n workflow exports (garvis_webhook, content_pipeline variants) - memory_workspace: context, homelab-repo-updates, weekly observation summaries, error logs - UCS C240 migration plan doc - requirements.txt: new deps - .claude/settings.json, fix_hooks.py: hook/permission tuning
7.0 KiB
Weekly Reflection Report — Week 14 (2026-03-30 → 2026-04-05)
Overview
| Metric | Value |
|---|---|
| Total interactions | 81 |
| Total signals | 88 |
| Total errors | 8 |
| Timeouts (30min limit) | 7 |
| Avg response time | 80.0s |
| Max response time | 659.6s (11 min) |
| Min response time | 11.5s |
| Slow (>60s) | 34 (41%) |
| Positive signals | 12 (14%) |
| Negative signals | 9 (10%) |
| Corrections followed | 3 |
Task Breakdown
| Type | Count | % |
|---|---|---|
| Query | 53 | 65% |
| Creative | 13 | 16% |
| Analysis | 9 | 11% |
| Action | 6 | 7% |
| Complexity | Count | % |
|---|---|---|
| Complex | 36 | 44% |
| Simple | 24 | 30% |
| Moderate | 21 | 26% |
Top Tools Used
| Tool | Calls |
|---|---|
| Bash | 225 |
| Read | 163 |
| Glob | 68 |
| SSH Execute | 43 |
| Gitea Read File | 39 |
| File System Read | 22 |
| Grep | 22 |
| WebSearch | 22 |
| Gitea List Files | 18 |
| TodoWrite | 15 |
| Task (sub-agents) | 14 |
| Search Vault | 13 |
Q1: What Went Well?
Positive signal rate held at 14% — 12 of 88 signals were explicitly positive, which tracks with Jordan's communication style (he doesn't hand out gold stars, so 14% is actually decent).
Infrastructure diagnostics were a strength. The Apollo/Sunshine log analysis, resolution debugging, and Proxmox SSH operations all completed efficiently. SSH Execute was used 43 times without a single SSH-related error — the connection to Proxmox and monitoring VMs is rock solid.
Gitea integration performed well. 39 file reads + 18 directory listings for code review tasks (CVE dashboard, etc.) completed without errors. The tool chain of gitea_list_files → gitea_read_file is now a reliable pattern for repo analysis.
Simple queries were fast. Min response time of 11.5s shows that when the task is straightforward, the system responds efficiently. The 24 simple-complexity tasks likely averaged well under the 80s mean.
Q2: What Went Wrong?
Timeouts are the headline problem. 7 of 8 errors were 30-minute timeout kills. That's a 8.6% timeout rate across 81 interactions — far too high.
Breakdown of timeout causes:
- 4 timeouts (Apr 3–4): All had
WebFetchas last tool used. WebFetch is hanging on certain URLs and never returning, burning the entire 30-minute budget. - 1 timeout (Apr 2):
delegate_task— sub-agent spawned but didn't complete within budget. - 1 timeout (Apr 2):
run_command— likely a long-running shell command without timeout. - 1 crash (Apr 4): Exit code 3221225786 — a Windows-specific process crash (0xC000013A = Ctrl+C termination or similar).
41% of interactions exceeded 60 seconds. The average of 80s is dragged up by the long tail, but even so — 34 of 81 interactions taking over a minute indicates systemic sluggishness on complex tasks.
The 659s interaction ("What's the error. This is twice you've timed out...") is ironic — Jordan was complaining about timeouts, and the response itself nearly timed out. That's a bad look.
Negative signal rate at 10% with 3 corrections. The corrections suggest I'm sometimes heading in the wrong direction before Jordan steers me back.
Q3: What Patterns Emerged?
Query-dominant workload (65%). Jordan primarily uses Garvis for information retrieval and analysis — checking configs, reading logs, reviewing code. Creative tasks (16%) include documentation and report generation. Pure actions (7%) are rare.
High complexity ratio. 44% of tasks rated complex. This aligns with the slow response times — Jordan isn't asking simple questions, he's asking for multi-file analysis and cross-system diagnostics.
Bash dominance (225 calls). Bash is used 2.7× as often as the next tool. This makes sense given the infra-heavy workload, but it also means shell execution efficiency directly impacts overall performance.
Read-heavy pattern. Read (163) + Glob (68) + Grep (22) = 253 file-reading operations. That's 3× the total interactions — averaging ~3 file reads per task. Code review and config analysis tasks are file-IO bound.
WebFetch is a liability. It appears 22 times in tool usage but is the last tool in 4 of 7 timeouts. It has a ~18% failure rate when it's the primary operation.
Q4: What Is Being Wasted?
~3.5 hours of compute burned on timeouts. 7 timeouts × 30 minutes = 210 minutes of wall-clock time where I was running but producing nothing. That's time Jordan was waiting.
WebFetch retry loops. The Apr 3–4 timeouts all show WebFetch as the culprit — likely the same or similar URLs being retried without a circuit breaker. Each retry burns another 30 minutes.
The 659s interaction was salvageable. An 11-minute response that started with "What's the error" could have been broken into a quick acknowledgment + background investigation. Instead, Jordan waited 11 minutes for what was probably a diagnostic dump.
Zettelkasten daily review is stale. The same 3 fleeting notes (from March 18 and April 2) appear every review cycle. The task runs daily but produces no new value until Jordan actually processes them. Consider: auto-skip notes older than 7 days, or batch-prompt less frequently.
Q5: Recommendations
1. [config] Add WebFetch timeout/circuit breaker
Data: 4 of 7 timeouts (57%) were WebFetch hangs. WebFetch has an ~18% failure rate. Action: Implement a 30-second timeout on WebFetch calls. After 2 failed fetches in a session, switch to alternative tools (Bash curl, or skip). This alone would have prevented 4 of 7 timeouts this week.
2. [prompt] Break complex tasks into checkpoint responses
Data: 34 of 81 interactions (41%) exceeded 60s. Average is 80s. Action: For any task estimated to take >60s, send an immediate acknowledgment ("On it — checking X, Y, Z") then work in stages. Jordan shouldn't stare at a spinner for 11 minutes. The 659s interaction is the poster child for this.
3. [tool_usage] Prefer Bash curl over WebFetch for known-unreliable URLs
Data: 4 WebFetch timeouts on Apr 3–4, all during the same type of operation.
Action: For web content fetching, use Bash with curl --max-time 15 as the primary approach. Fall back to WebFetch only when HTML-to-markdown processing is specifically needed.
4. [memory] Auto-archive stale fleeting notes
Data: 3 fleeting notes have persisted across 14+ daily review cycles without being processed. Action: After 7 days unprocessed, automatically move fleeting notes to an "archive/stale" tag and stop surfacing them in daily reviews. Resurface weekly instead, or prompt Jordan once with "These have been sitting for 2 weeks — bulk delete?"
5. [config] Add sub-agent timeout guard
Data: 1 timeout from delegate_task running unchecked for 30 minutes.
Action: Set a 5-minute hard timeout on delegated sub-agents. If a sub-agent hasn't returned in 5 minutes, kill it and report partial results. The watchdog exists in concept but clearly didn't catch this one.
Report generated: 2026-04-05T20:00 MST Next review: Week 15 (2026-04-12)