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    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    πŸ” Model Migration Checker

    2

    Review model-version coupling in code, or compare reviewed deployments against exact, dated provider/platform/endpoint migration rules.

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    πŸ” Model Migration Checker

    πŸ” Model Migration Checker

    Example session with this skill installed

    Run the included risky-sample fixture with Model Migration Checker v1.1.0 and explain what needs review without assuming its parameters are deprecated.

    • Read your context and instructions
    • Compiled the model migration checker

    Packaged fixture run, not customer evidence

    Command: python scripts/scan_model_migration.py fixtures/risky-sample

    The run returns 11 findings. All locations below are in fixtures/risky-sample/client.py.

    • MMC001, medium, lines 1, 2, 3 and 25: four hardcoded model-name/version findings.
    • MMC003, medium, line 4: hardcoded token/context-window limit assumption.
    • MMC006, low, lines 5 and 27: two per-token cost constant findings.
    • MMC002, medium, line 14: max_tokens parameter coupling, REVIEW_CANDIDATE.
    • MMC002, medium, line 15: functions parameter coupling, REVIEW_CANDIDATE.
    • MMC005, low, line 15: tool/function-schema format coupling.
    • MMC004, low, line 28: response parsing tied to one output shape.

    Interpretation

    Deprecation is not confirmed without provider/platform/endpoint evidence. Coverage is incomplete; environment files are excluded. Review relevant call sites and source documentation before changing them. The separate scoped-rule mode can evaluate supplied dated rules against reviewed deployments, but this fixture run does not execute that mode or test a replacement model.

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

    What you get

    Scan codebases for hardcoded LLM model names and versionsReview parameter coupling and token-limit assumptions without inferring deprecation from bare matchesDetect rigid response-parsing logic that risks breaking after a model swapFind hardcoded per-token pricing constants in billing modules

    About this skill

    Two local review modes

    Model Migration Checker package v1.1.0 includes a heuristic scanner and a separate opt-in scoped-rule evaluator. The scanner flags model strings, parameter coupling, token-limit assumptions, response parsing, tool schemas and cost constants. Bare parameter matches are review candidates, not confirmed deprecation.

    The evaluator compares reviewed deployment records against dated, source-linked rules you supply. Results distinguish APPLIES, DOES_NOT_APPLY and UNKNOWN_SCOPE. It checks scope and freshness but does not authenticate sources or bundle a universal current deprecation database.

    Before you buy

    Downloadable skill, not a hosted app. Python 3.10+, standard library only; use a compatible agent with local execution or a terminal. Extract the complete folder. Supply reviewed non-secret input. Neither mode calls models, rewrites code or proves migration safety.

    First run

    python scripts/scan_model_migration.py fixtures/risky-sample

    Review the sample, then substitute your approved source folder. For the separate scoped mode, read the included scoped-rules reference. Missing, linked or unreadable scanner input produces CANNOT_ASSESS.

    What changed

    Scoped rules, freshness checks and explicit unknowns; removal of universal target/deprecation claims; stricter input safety. Regression evaluation remains separate and requires actual observations.

    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

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    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.

    Skills folder by agent

    Click the path to copy it. Create the folder if it does not exist yet.

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    Recently published to Agensi

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    Trust & safety

    Security scanned

    Verified clean 13 days ago

    • Passed all security checks, Safe to install

    Listed3 months ago
    Updated13 days ago

    What's inside

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