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Error Message Humanizer

Translate raw technical failures into useful user guidance with recovery paths and better emotional tone.

CodexClaude CodeKimi Codeorchestrator-mcp
Open pack on GitHubBack to catalog

Best use case

Use Error Message Humanizer when you need to translate raw technical failures into useful user guidance with recovery paths and better emotional tone, especially when the work is driven by error message and recovery.

Trigger signals

error messagerecoveryux writing

Validation hooks

verify_error_recovery_rates

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show error-message-humanizer

Use

orchestrator-mcp skills export error-message-humanizer --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/error-message-humanizer ./your-agent-skills/error-message-humanizer
# or open skills/error-message-humanizer/SKILL.md in a markdown-first client

File patterns

**/*.tsx**/*.ts**/errors/**

Model preferences

meta/llama-3.3-70b-instructdeepseek-ai/deepseek-v3.2llama3.1:8b

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Apache-2.0 licensedUse it, fork it, redistribute it. No strings attached.Safety-first by designSecret redaction, release scanning, and no shell execution. Constraints are public.GitHub nativeEvery pack is a real folder. Fork, edit, PR. No hidden backend or proprietary pipeline.