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=incident-summary

Workflow Summary

Current source Incident summary

Share mode Safe preset share URL

Approximate Tokens 116

Redactions 5

Suggested chunks 1

Characters 463

Words 61

Lines 6

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

Example Presets

Incident summary

Active

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

Preset

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

Recommended token limit: 1024

Redaction Breakdown

Bearer tokens

1 redaction(s)

Email addresses

1 redaction(s)

URLs

1 redaction(s)

IP addresses

1 redaction(s)

UUIDs

1 redaction(s)

Redacted Output

Incident summary for the payments bot:
- Pager alert from [REDACTED:IP_ADDRESS] after repeated 502s on [REDACTED:URL]
- Contact [REDACTED:EMAIL] before sharing any notes outside the team.
- [REDACTED:BEARER_TOKEN] was copied into a debug snippet and must be removed.
- Request id [REDACTED:UUID] still appears in the draft timeline.
- Rewrite this as an external-facing update with the sensitive values removed.

Suggested Chunks

Each chunk stays within an approximate 512-token budget.

Chunk 1 Approx. 103 tokens

Incident summary for the payments bot:
- Pager alert from [REDACTED:IP_ADDRESS] after repeated 502s on [REDACTED:URL]
- Contact [REDACTED:EMAIL] before sharing any notes outside the team.
- [REDACTED:BEARER_TOKEN] was copied into a debug snippet and must be removed.
- Request id [REDACTED:UUID] still appears in the draft timeline.
- Rewrite this as an external-facing update with the sensitive values removed.