{
  "content": "\n**Bead:** beads-hub-8e4 | **Date:** 2026-02-20 | **Author:** PltOps\n\n## Current Manual / Repetitive Processes\n\n### 1. Heartbeat Dispatch Loop (HEARTBEAT.md)\n- **What:** Every heartbeat polls beads-hub, classifies beads, spawns agents, notifies goern\n- **Frequency:** Every ~30 min\n- **Toil:** `git pull \u0026\u0026 bd ready --json` + classification + dispatch + Signal notification\n- **Automation opportunity:** **HIGH** — A dedicated cron job or webhook on beads-hub could auto-dispatch beads without burning main-agent tokens. A simple script: `bd ready --json | jq` → match keywords → spawn agent via OpenClaw API.\n\n### 2. Memory File Management\n- **What:** Daily `memory/YYYY-MM-DD.md` creation, periodic MEMORY.md curation\n- **Frequency:** Every session + periodic review\n- **Toil:** Manual file creation, reading old files, distilling into MEMORY.md\n- **Automation opportunity:** **MEDIUM** — Auto-create daily file on first heartbeat. Auto-archive files older than 14 days. Memory curation requires judgment (keep manual).\n\n### 3. Bead Sync \u0026 Push\n- **What:** `bd sync \u0026\u0026 git push` after every bead operation\n- **Frequency:** Multiple times per session\n- **Toil:** Repetitive git ceremony\n- **Automation opportunity:** **HIGH** — Wrapper script `bd-sync` that does `bd sync \u0026\u0026 git push` in one command. Or a post-commit hook in beads-hub.\n\n### 4. PR/Issue Follow-Up (open-prs.json)\n- **What:** Check each PR status, ping stale ones, spawn CodeMonkey for changes\n- **Frequency:** Daily during business hours\n- **Toil:** HTTP calls to Codeberg/GitHub APIs, status comparison\n- **Automation opportunity:** **HIGH** — GitHub/Codeberg webhooks or a cron script that checks `open-prs.json` entries and posts results to a status file.\n\n### 5. Dispatched Beads Tracking (dispatched-beads.json)\n- **What:** Manual JSON updates to track which beads have been dispatched\n- **Toil:** Read/write JSON, dedup checks\n- **Automation opportunity:** **MEDIUM** — Could use bead status field (`in_progress` + `owner`) instead of a separate tracking file.\n\n### 6. CI/CD \u0026 Deployment\n- **What:** No formal CI/CD pipelines observed in workspace. Deployments appear manual.\n- **Toil:** Unknown frequency, likely ad-hoc\n- **Automation opportunity:** **HIGH** — Set up Tekton/GitHub Actions for repos. Add `sync-and-deploy.sh` if not present.\n\n### 7. Cron Jobs\n- **Current state:** No crontab entries for the `ubuntu` user\n- **Automation opportunity:** OpenClaw cron handles scheduled tasks, but system-level cron is unused — could offload exact-timing tasks there.\n\n## Recommendations (Priority Order)\n\n| # | Action | Impact | Effort |\n|---|--------|--------|--------|\n| 1 | Create `bd-sync` wrapper script (sync + push) | Eliminates repetitive git ceremony | 5 min |\n| 2 | Auto-dispatch script for beads (keyword matcher) | Reduces heartbeat token burn ~50% | 2 hr |\n| 3 | PR status checker cron script | Eliminates manual API polling | 1 hr |\n| 4 | Auto-create daily memory file on first heartbeat | Removes boilerplate | 10 min |\n| 5 | Archive old memory files (\u003e14d) automatically | Reduces context clutter | 30 min |\n| 6 | Eliminate `dispatched-beads.json` — use bead owner/status | Removes redundant tracking | 30 min |\n| 7 | Set up CI/CD for key repos | Proper deployment pipeline | 4 hr |\n\n## Estimated Toil Reduction\n\nCurrent estimated toil: ~2-3 hours/day of agent compute on repetitive tasks.\nWith items 1-5 implemented: ~1 hour/day (50-60% reduction).\n",
  "dateModified": "0001-01-01T00:00:00Z",
  "datePublished": "0001-01-01T00:00:00Z",
  "description": "Bead: beads-hub-8e4 | Date: 2026-02-20 | Author: PltOps\nCurrent Manual / Repetitive Processes 1. Heartbeat Dispatch Loop (HEARTBEAT.md) What: Every heartbeat polls beads-hub, classifies beads, spawns agents, notifies goern Frequency: Every ~30 min Toil: git pull \u0026amp;\u0026amp; bd ready --json + classification + dispatch + Signal notification Automation opportunity: HIGH — A dedicated cron job or webhook on beads-hub could auto-dispatch beads without burning main-agent tokens. A simple script: bd ready --json | jq → match keywords → spawn agent via OpenClaw API. 2. Memory File Management What: Daily memory/YYYY-MM-DD.md creation, periodic MEMORY.md curation Frequency: Every session + periodic review Toil: Manual file creation, reading old files, distilling into MEMORY.md Automation opportunity: MEDIUM — Auto-create daily file on first heartbeat. Auto-archive files older than 14 days. Memory curation requires judgment (keep manual). 3. Bead Sync \u0026amp; Push What: bd sync \u0026amp;\u0026amp; git push after every bead operation Frequency: Multiple times per session Toil: Repetitive git ceremony Automation opportunity: HIGH — Wrapper script bd-sync that does bd sync \u0026amp;\u0026amp; git push in one command. Or a post-commit hook in beads-hub. 4. PR/Issue Follow-Up (open-prs.json) What: Check each PR status, ping stale ones, spawn CodeMonkey for changes Frequency: Daily during business hours Toil: HTTP calls to Codeberg/GitHub APIs, status comparison Automation opportunity: HIGH — GitHub/Codeberg webhooks or a cron script that checks open-prs.json entries and posts results to a status file. 5. Dispatched Beads Tracking (dispatched-beads.json) What: Manual JSON updates to track which beads have been dispatched Toil: Read/write JSON, dedup checks Automation opportunity: MEDIUM — Could use bead status field (in_progress + owner) instead of a separate tracking file. 6. CI/CD \u0026amp; Deployment What: No formal CI/CD pipelines observed in workspace. Deployments appear manual. Toil: Unknown frequency, likely ad-hoc Automation opportunity: HIGH — Set up Tekton/GitHub Actions for repos. Add sync-and-deploy.sh if not present. 7. Cron Jobs Current state: No crontab entries for the ubuntu user Automation opportunity: OpenClaw cron handles scheduled tasks, but system-level cron is unused — could offload exact-timing tasks there. Recommendations (Priority Order) # Action Impact Effort 1 Create bd-sync wrapper script (sync + push) Eliminates repetitive git ceremony 5 min 2 Auto-dispatch script for beads (keyword matcher) Reduces heartbeat token burn ~50% 2 hr 3 PR status checker cron script Eliminates manual API polling 1 hr 4 Auto-create daily memory file on first heartbeat Removes boilerplate 10 min 5 Archive old memory files (\u0026gt;14d) automatically Reduces context clutter 30 min 6 Eliminate dispatched-beads.json — use bead owner/status Removes redundant tracking 30 min 7 Set up CI/CD for key repos Proper deployment pipeline 4 hr Estimated Toil Reduction Current estimated toil: ~2-3 hours/day of agent compute on repetitive tasks. With items 1-5 implemented: ~1 hour/day (50-60% reduction).\n",
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