Loops and swarms on Claude Code's Task System. Both enforce exit criteria. swarm is faster with parallel queue execution. Plans define what "done" means. Optional: Beads for persistent memory, Ralph TUI for dashboard.
git clone https://github.com/GantisStorm/essentials-claude-code.gitLoops and swarms on Claude Code's Task System. Both enforce exit criteria. swarm is faster with parallel queue execution. Plans define what "done" means. Optional: Beads for persistent memory, Ralph TUI for dashboard.
1. **Define Your Plan:** Create a `plan.json` file specifying tasks, exit criteria, and parallelism. Example: ```json { "plan_name": "data_pipeline_cleanup", "tasks": ["clean_temp_files", "archive_old_logs", "validate_checksums"], "exit_criteria": "all_tasks_completed AND no_errors", "mode": "swarm", "workers": 3 } ``` 2. **Set Up Beads (Optional):** For persistent memory, initialize beads with `beads init --name backup_history`. Store task results with `beads log --key last_cleanup --value 2024-05-15`. 3. **Launch the Task System:** Run `claude code --task-system --plan plan.json --beads backup_history`. For a dashboard, use `ralph tui --dashboard backup_validation`. 4. **Monitor Progress:** Watch Ralph TUI or check logs in `./task_system/logs/`. For swarms, use `claude code --task-system --status` to see worker progress. 5. **Review Results:** After completion, analyze the output in `./task_system/results/` or query beads for historical data. Adjust plans as needed for future runs.
No install command available. Check the GitHub repository for manual installation instructions.
git clone https://github.com/GantisStorm/essentials-claude-codeCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
Use Claude Code's Task System to automate [TASK_NAME] with a [PLAN_NAME] loop that enforces exit criteria: [EXIT_CRITERIA]. Execute tasks in [PARALLEL/SERIAL] mode using [swarm/loop]. Include [BEADS_NAME] for persistent memory if needed. Monitor progress with [Ralph TUI DASHBOARD] if available. Start with: 'Run [PLAN_NAME]'.
### Task Automation Report: Database Backup Validation **Plan Executed:** `db_backup_validation` **Mode:** Parallel swarm (4 workers) **Exit Criteria:** All backups verified with checksums matching source files **Start Time:** 2024-05-15 08:47:23 UTC **End Time:** 2024-05-15 08:52:11 UTC (4m48s total) #### Task Breakdown: 1. **Backup Validation (swarm worker 1)** - Source: `/mnt/production/db_backups/2024-05-15_08-00.sql` - Checksum: `a1b2c3d4e5f6` (verified) - Storage: `/backup/validation/2024-05-15_08-00.sql` - Status: ✅ PASS 2. **Backup Validation (swarm worker 2)** - Source: `/mnt/production/db_backups/2024-05-15_08-15.sql` - Checksum: `f6e5d4c3b2a1` (verified) - Storage: `/backup/validation/2024-05-15_08-15.sql` - Status: ✅ PASS 3. **Backup Validation (swarm worker 3)** - Source: `/mnt/production/db_backups/2024-05-15_08-30.sql` - Checksum: `789abc123def` (verified) - Storage: `/backup/validation/2024-05-15_08-30.sql` - Status: ✅ PASS 4. **Backup Validation (swarm worker 4)** - Source: `/mnt/production/db_backups/2024-05-15_08-45.sql` - Checksum: `def123abc789` (verified) - Storage: `/backup/validation/2024-05-15_08-45.sql` - Status: ✅ PASS #### Persistent Memory (Beads): - **Last Validated Backup:** `2024-05-15_08-45.sql` - **Failed Backups:** None - **Total Validations:** 4 #### Ralph TUI Dashboard Summary: ``` [DB Backup Validation] | 4/4 ✅ | Duration: 4m48s | Last Run: 08:52 UTC ``` **Conclusion:** All backups validated successfully. Exit criteria met. No action required.
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