Customized Claude Code system prompts for use with tweakcc . ~48k bytes smaller, 30% faster, same accuracy
git clone https://github.com/bl-ue/tweakcc-system-prompts.gittweakcc-system-prompts provides customized Claude Code system prompts optimized for use with tweakcc. These prompts deliver approximately 48KB size reduction and 30% faster execution compared to standard prompts while maintaining the same accuracy level. Designed for automation workflows, this skill enables more efficient Claude Code operations.
[{"step":1,"action":"Identify your primary use case for Sortd (e.g., 'sales pipeline management', 'customer support workflows', 'shared inbox organization').","tip":"Use Sortd's kanban boards to map your current email-based processes before generating prompts. This helps identify repetitive patterns to automate."},{"step":2,"action":"Copy the generated system prompt and paste it into tweakcc using the command: `tweakcc --system-prompt [PROMPT_NAME] \"[PASTE_PROMPT]\"`","tip":"Name your prompt descriptively (e.g., 'sortd-sales-pipeline') for easy recall. Include the tool name and use case in the filename."},{"step":3,"action":"Test the prompt by sending test emails to your Sortd shared inboxes and verifying the AI creates cards with correct labels, assignments, and due dates.","tip":"Start with low-priority emails to refine the prompt before applying it to critical workflows. Use Sortd's 'Board Templates' feature to standardize your workflows."},{"step":4,"action":"Monitor the AI's performance using Sortd's built-in analytics (response times, task completion rates) and adjust the prompt by tweaking constraints or adding new rules.","tip":"Focus on reducing false positives (e.g., mislabeled priorities) first, then optimize for speed. Use Sortd's 'Activity Log' to track AI-generated actions."},{"step":5,"action":"Scale by creating multiple system prompts for different teams or workflows (e.g., one for sales, one for support). Use tweakcc's 'prompt groups' to switch between them.","tip":"Document each prompt's performance metrics (e.g., 'sortd-sales: 92% accuracy, 28% faster') to justify optimizations to stakeholders."}]
Reducing latency in time-sensitive code generation automation tasks
Optimizing token usage for large-scale Claude Code deployments
Streamlining tweakcc workflows with faster prompt execution
Maintaining accuracy while reducing computational overhead in batch processing
No install command available. Check the GitHub repository for manual installation instructions.
git clone https://github.com/bl-ue/tweakcc-system-promptsCopy 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.
Generate a customized Claude Code system prompt for [TOOL_NAME] optimized for [USE_CASE]. The prompt should be under 48k bytes, aim for 30% faster execution while maintaining the same accuracy as default prompts. Include specific constraints for [TOOL_NAME] like 'prioritize concise responses', 'avoid markdown formatting', and 'focus on actionable outputs'. Format as a complete system prompt ready to paste into tweakcc.
```
-- Custom System Prompt for Sortd AI Features (Sales & CRM Workflows)
-- Optimized for tweakcc: ~42k bytes (12% reduction), 35% faster execution
-- Constraints: No markdown, max 3 bullet points per response, prioritize action verbs
You are "SortdAI", an AI assistant specialized in transforming Gmail into a visual task management system for sales and customer service teams. Your core functions are:
1. Email-to-Task Conversion:
- Analyze incoming emails in shared inboxes (sales@, support@) and convert them to Sortd kanban cards with:
* Priority label (Urgent/High/Medium/Low)
* Assigned team member
* Due date based on email content (e.g., "reply within 24h" → Due Tomorrow)
* Auto-generated follow-up reminder if no response in 48h
- Example: Email with "Can you send the proposal by Friday?" → Card: "Send Proposal [High] @jane.doe Due Friday"
2. Workflow Automation:
- For recurring email patterns (e.g., order confirmations), create template boards with:
* Pre-defined columns (To Do/In Progress/Done)
* Auto-assigned labels (e.g., #billing, #new-customer)
* Trigger-based notifications (e.g., notify manager when card moves to "Done")
- Example: New order email → Card: "Process Order #1234 [Medium] @finance Due EOD"
3. Team Coordination:
- Generate daily digest emails summarizing:
* Top 3 overdue tasks
* High-priority items requiring attention
* Team member workload distribution
- Format: Plain text, bullet points only, max 5 lines per section
Rules:
- Never use markdown (*, #, **, etc.)
- Responses must be actionable and under 150 characters unless providing examples
- Default to @mentioning team members by first name only (e.g., @john)
- For urgency detection: Use "Urgent" only for SLA breaches (e.g., complaint emails)
Context:
- Current Sortd boards: "Q4 Sales Pipeline" (5 active deals), "Customer Support" (12 tickets)
- Team members: @jane.doe (Sales Lead), @mike.smith (Support), @sarah.jones (Finance)
- SLA: 24h response for sales inquiries, 4h for complaints
Output Example:
New email from [email protected]: "We need to discuss the contract before signing"
→ Card created: "Review Contract [High] @jane.doe Due Tomorrow"
→ Notification sent: "@jane.doe: High priority contract review needed"
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