AI Prompt Toolkit

Prepare prompts safely with preset-led examples, privacy-first sharing, redaction counts, and chunking before you move into an external AI workflow.

Prompt Workbench

Prompt Draft

Target Token Limit

Clear

Safe share URL

https://comutil.com/prompt-toolkit?preset=cleanup-notes

Workflow Summary

Current source Cleanup notes

Share mode Safe preset share URL

Approximate Tokens 83

Redactions 0

Suggested chunks 1

Characters 332

Words 53

Lines 5

Status Review the redaction count, token estimate, and chunk count before moving into the next AI workflow step.

Example Presets

Incident summary

Preset

Review a secret-heavy outage recap before you paste it into an external AI assistant.

Recommended token limit: 512

Repo task handoff

Preset

Chunk a longer repository brief into smaller prompt slices before moving into CLI execution.

Recommended token limit: 256

Cleanup notes

Active

Turn mixed scratch notes into a cleaner final prompt without exposing private drafts by default.

Recommended token limit: 1024

Redaction Breakdown

No sensitive values were detected in the current prompt.

Redacted Output

Prompt cleanup notes:
- Remove duplicate constraints and move the final ask to the top.
- Keep the user goal, guardrails, and success criteria in separate sections.
- Rewrite scattered bullets into one concise system prompt plus one direct user request.
- Flag anything that still looks like internal-only context before sharing it.

Suggested Chunks

Each chunk stays within an approximate 1024-token budget.

Chunk 1 Approx. 83 tokens

Prompt cleanup notes:
- Remove duplicate constraints and move the final ask to the top.
- Keep the user goal, guardrails, and success criteria in separate sections.
- Rewrite scattered bullets into one concise system prompt plus one direct user request.
- Flag anything that still looks like internal-only context before sharing it.