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    🛰️ Model Release Impact Mapper

    1

    Map sourced model, agent-platform, and protocol changes to the products, claims, permissions, fixtures, and cost evidence that need revalidation.

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    🛰️ Model Release Impact Mapper

    🛰️ Model Release Impact Mapper

    Example session with this skill installed

    Use Model Release Impact Mapper with the included DeepSeek V4-Pro portfolio fixture. Map the release’s Responses API support, flexible reasoning effort, and dated pricing window against the declared products. Return JSON and Markdown; separate facts from inferred impact; do not claim a regression, compatibility, demand, or revenue.

    • Read your context and instructions
    • Compiled the model release impact

    Model Release Impact Mapper

    Posture: HOLD
    Release: DeepSeek V4-Pro by DeepSeek (CN)
    Impact coverage: 0/3 item-change pairs resolved

    Prioritized retest queue

    PriorityPortfolio itemChangeDomainScore
    URGENTLLM Usage Cost Attribution Reconcilerpricing-windowpricing13
    HIGHJustHandled Agent Gatewayreasoning-effortreasoning9
    HIGHLLM Usage Cost Attribution Reconcilerresponses-apiapi-contract9

    Findings

    LevelCodeScopeFinding
    BLOCKLIVE_HIGH_RISK_REVALIDATION_PENDINGcost reconciler pricing windowInferred revalidation obligation; no regression result is claimed.
    WARNCLAIM_REVALIDATION_REQUIREDgateway reasoning contractThe buyer-facing claim intersects the documented release domain.
    WARNREVALIDATION_PENDINGResponses API fixtureEvidence remains unresolved.

    Boundaries

    • Mapping identifies evidence-backed retest obligations; it does not prove regression, compatibility, safety, demand, or revenue.
    • Omitted portfolio dependencies and claims remain outside the assessed scope.
    • No provider adapter, paid model call, product mutation, publication, or price change is performed.

    Result SHA-256: ee8255891a9dfa1a7815c4bc46dae97057dfe93f47c7e1e960c86fe51dd75a5c

    Next steps

    1. Run each bounded revalidation.
    2. Attach evidence to the affected claims and artifacts.
    3. Keep those claims unconfirmed until the checks resolve.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Know what actually needs revalidation

    A new model, agent platform, or protocol release can invalidate compatibility claims, pricing tables, output contracts, permission assumptions, and fixtures across a portfolio before the owner knows which products are exposed.

    What it does

    • Maps owner-supplied, source-linked API, pricing, reasoning, authorization, tool, protocol, safety, and output-contract changes only to products with matching declared exposure.
    • Produces a deterministic CLEAR, REVIEW, or HOLD portfolio posture and a prioritized item-by-change retest queue.
    • Separates documented release facts from inferred impact and names affected claims, evidence gaps, artifacts, and permissions.
    • Preserves CANNOT_ASSESS when semantic work lacks both a compatible runner state and runner-contract evidence.
    • Writes JSON and Markdown reports with a stable SHA-256 receipt for repeated comparisons.

    Designed for honest modernization

    A mapped impact is a retest obligation, not proof of a regression. The package runs offline, makes no provider call, edits no product, and never treats release attention, deployment, testing, owner verification, or marketplace activity as demand or revenue.

    Included

    The package includes the SKILL.md workflow, a standard-library Python mapper, input-contract reference, DeepSeek V4-Pro fixture, generated example reports, and seven behavioral and failure-case tests.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

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    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

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