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    ✉️ Passive-Aggression Decoder

    by JustHandled Labs

    1

    Separate possible indirect hostility from brevity, formality, conflict avoidance, cultural variation, and ordinary frustration without declaring intent.

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    See it in action

    You say

    Decode 'No worries, I'll just redo it myself' after an unclear handoff.

    Your agent does

    verdict: ambiguous confidence: limited observations: [directly supplied facts] alternative_explanations: [at least one] recommended_action: reversible next step human_review: explicit when stakes or authority require it

    What you get

    Interpret a terse workplace noteDraft a neutral clarifying responseAvoid treating ambiguous tone as proven hostility

    About this skill

    Surface the pattern without pretending the sender's motive is knowable. Passive-Aggression Decoder gives communication assistants, workplace teams, community managers, and users interpreting ambiguous messages. a bounded, structured review built around observable evidence, calibrated inference, alternative explanations, missing context, and stable verdicts. Its specific rubric covers indirect pressure, plausible deniability, punitive subtext, brevity, formality, cultural variation, context history. It refuses emotional-leverage optimization, diagnosis, protected-trait inference, retaliation, and non-consensual disclosure. High-stakes or irreversible cases receive an explicit human-review recommendation. The package performs no network request, publication, message delivery, purchase, account change, or claim to know another person's inner state.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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    Creator

    JustHandled Labs
    JustHandled Labs

    49+ total installs · 181 skills on Agensi

    JustHandled Labs builds focused agent skills for the work nobody wants to do by hand. Each one is a single repeatable job done well: catching the security and data mistakes that quietly ship, keeping docs and tests honest, gating the commands an agent is about to run, sharpening writing, and handling the founder chores around launches, outreach, and brand setup. Not generic AI productivity. Specific workflows that are easy to run, review, and repeat. Maintained by H.J. Westerfield, with a background in communications, editing, project coordination, customer support, and practical AI systems. Tools for people who want useful automation without theatrical complexity.

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