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    ChatGPT Skill Trigger Test Harness

    1

    Test ChatGPT workspace skill routing across direct triggers, exclusions, collisions, Memory conditions, and conversation carryover.

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    See it in action

    You say

    Test our ChatGPT workspace routing. The target audits an existing product listing; a neighboring skill creates a new listing. The auditor activated on “build me a listing.” Memory is enabled. Compare fresh-thread and conversation-carryover conditions, then propose the smallest contract patch.

    Your agent does

    ARTIFACT: CHATGPT-ROUTING-EVAL MODE: TEST SPEC ONLY TARGET: listing-auditor MEMORY: enabled THREAD CONDITION: fresh + carryover planned

    Routing Verdict: REVISE Evidence: the known request belongs to listing-builder, but both descriptions claim “listing help.” Runtime routing is NOT MEASURED.

    Minimal Patch:

    • listing-auditor: require an existing listing artifact and an audit outcome.
    • listing-builder: own create, build, and draft requests.

    Regression cases: direct audit, direct build, compressed “fix listing,” fresh thread, carryover after auditor discussion, and Memory state recorded.

    What you get

    Identify and fix skill collisions in multi-tool workspace agents.Validate exclusion rules to prevent unwanted skill activations.Generate regression suites for ChatGPT skill routing logic.Analyze how User Memory affects tool selection accuracy.

    About this skill

    Test skill selection before release

    Uploading several good skills does not prove a ChatGPT workspace agent will choose the right one when requests are short, ambiguous, context-heavy, or close to a neighboring skill.

    ChatGPT Skill Trigger Test Harness turns supplied skill definitions into an oracle-first routing evaluation. It tests what should activate, what must stay inactive, where two skills collide, when the agent should clarify, and whether fresh threads, conversation carryover, or Memory conditions change the observable routing result.

    What you get

    • A precise trigger contract for the target and neighboring skills
    • Direct, paraphrased, compressed, exclusion, ambiguity, and collision cases
    • Separate fresh-thread, context-carryover, and Memory test conditions
    • EXECUTED, STATIC SIMULATION, and TEST SPEC ONLY evidence modes
    • False-positive, false-negative, collision, and capability-mismatch diagnosis
    • Minimal description and exclusion patches
    • A frozen regression suite
    • A deterministic scorer that calculates metrics only from supplied EXECUTED records

    Boundaries

    This is a routing test harness, not a generic skill builder and not a grader for the selected skill's task output. It does not expose hidden ChatGPT router internals. If no observable selection signal exists, it reports ROUTE NOT OBSERVABLE. Live ChatGPT workspace behavior was not executed during package validation.

    How to install

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

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