Works with the AI Agents you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+22 more

    API Offload

    1

    Identify and rank repeatable tasks to move from Claude Code plan limits to the Claude API and Batch API.

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    API Offload

    API Offload

    Example session with this skill installed

    Scan the current project for work we can move to the Batch API to save our plan limits. Use my $200 monthly Max(20x) credits.

    • Read your context and instructions
    • Compiled the api offload

    I scanned the project and identified 12 potential candidates for API offloading. After filtering for interactive dependencies and owner-only tasks, I found 3 high-value migrations that could save approximately 15% of your weekly plan usage by utilizing your API credits.

    API Offload Analysis

    WhereWhat runs todayHow oftenTarget and modelMonthly rangeQuality riskProving evalVerdict
    scripts/eval-suite.jsLLM-as-a-judge for PRs~200/moBatch API (Haiku)$4.00 - $6.50Low (text-only)tests/eval-gold.jsonmove
    tools/doc-gen.tsCodebase brief generationDailyMessages (Sonnet)$12.00 - $18.00Med (context loss)evals/brief-checkmeasure
    lib/fan-out.mjsMulti-file refactor agent10/weekAgent SDK (Sonnet)$40.00 - $60.00High (tool access)tests/refactor-itmeasure

    Summary of scan:

    • 12 candidates found in digest.
    • 7 false positives dropped (required signed-in browser or interactive git rebase).
    • 2 findings kept for immediate move.

    Next steps

    1. Review scripts/eval-suite.js to ensure input/output is pure JSON for the Batch API.
    2. Run the scripts/sdk-eval/ runner on the doc-gen tool to check if it survives without CLAUDE.md context.
    3. Check prices.json to confirm Haiku 3.5 pricing is current before starting the batch migration.

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

    About this skill

    Claude Code Max(20x) Now includes $200 on API usage monthly if you don't know how to make use of them this skill is for you. This skill identifies repeatable, high-volume tasks—like evals, benchmarks, LLM judges, and fan-out subagents—that can be moved from the interactive plan to the Claude API, Batch API, or Agent SDK. It automates the detection of candidate scripts and ranks them by potential savings and implementation risk.

    What it does

    • Scans repositories for patterns of repeatable model work such as loops, evaluation matrices, and automated brief generation.
    • Categorizes candidates into single-shot messages, cost-effective Batch API jobs, or complex Agent SDK sessions.
    • Estimates costs using current pricing data to calculate potential monthly savings against your specific API credit balance.
    • Assesses feasibility by identifying dependencies on shell access, local files, or interactive user approval.
    • Proposes validation by naming specific evaluation suites needed to ensure quality doesn't drop after migration.

    How it works

    1. Run the scan.mjs script on target projects to generate a digest of potential API offload candidates.
    2. Review the digest categories like single-shot, batch, and schedule to filter out false positives.
    3. Apply the decision matrix to determine if a task needs a simple Messages API call or the full Agent SDK.
    4. Generate a ranked report with cost estimates and a "move/measure/keep" verdict for each finding.

    Frameworks & tools

    Built for Claude Code environments. Uses Node.js for scanning and requires prices.json for up-to-date cost modeling. Compatible with the Anthropic Batch API and Agent SDK.

    Why this beats prompting it yourself

    Generic prompts often suggest moving work that requires interactive tools or local context that the API lacks. This skill uses a specialized scanner to find hard evidence of repetitive patterns and evaluates them against a technical checklist to ensure the migration is actually possible.

    Use cases

    • Offloading high-volume LLM-as-a-judge workflows to the Batch API to save 50% on costs.
    • Moving automated documentation or brief generation to a background schedule.
    • Freeing up Claude Code plan limits by migrating fan-out subagent tasks to the Agent SDK.
    • Maximizing the utility of monthly $200 API credits before they expire.

    Known limitations

    Does not optimize existing API calls or build new evals from scratch. Requires Node.js 18.3+ and will not scan paths marked as protected in the user profile.

    How to use

    Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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    Requires

    Node.js

    Listed5 days ago
    Updated3 days ago

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