Agent skill · marketing growth · jeremylongshore
anima-cost-tuning
Optimize Anima API costs through caching, incremental generation, and
Why this skill is useful
Provides domain-specific strategies and executable scripts for optimizing Anima API costs that the AI wouldn't reliably generate on its own.
What it needs
Requires npm installed locally. Requires anima account access. About 3k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
Anima Cost Tuning Overview Optimize design-to-code generation by measuring approved usage, avoiding duplicate work, and retaining only reusable outputs. Treat cost projections as planning inputs until the account owner confirms current contractual terms. Pricing Context Do not infer price units from the SDK or marketing site. Obtain the current account agreement or usage report from the authorized owner and label every projection with its source date, currency, unit, and included allowance. Prerequisites A current agreement or account report from the authorized Anima owner; do not infer consumption limits from the illustrative optimization table. Aggregate generation telemetry that records file/node identifiers, generation version, cache state, and duration without exposing design tokens or content. An explicit cache freshness and invalidation policy agreed by design and code owners so cached output cannot silently lag an approved design change. Cost Optimization Strategies Strategy Measure Guardrail ---------- --------- ----------- Content-addressed reuse Avoided duplicate generations Bind source revision, node, SDK version, and settings Incremental generation Changed versus unchanged nodes Regenerate when change state is unknown Asset policy Hosted versus external transfer Follow security, retention, and licensing policy Output reuse Accepted reusable components Revalidate after source or dependency changes Authentication Read usage only through the account owner's authorized report or integration. Keep Anima and Figma credentials in the backend secret manager and aggregate telemetry before analysis so this workflow never receives token or design data. Instructions Step 1: Usage Tracker Step 2: Smart Generation Policy Tool Discipline Use Read and Grep to inspect the existing integration and generated diff before changing anything. Use Write or Edit only inside the approved generated-code, test, or configuration paths. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/anima-cost-tuning