Reatom Async
reatom/reatom
Masters Reatom v1001 async flows. An agent skill from reatom/reatom.
Optimize Anima API costs through caching, incremental generation, and tier selection.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill anima-cost-tuning -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anima-cost-tuning --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/anima-cost-tuning .claude/skills/anima-cost-tuning && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "anima-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anima-cost-tuning into .claude/skills/anima-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anima-cost-tuning", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anima-cost-tuningType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill anima-cost-tuning -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anima-cost-tuning --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/anima-cost-tuning .agents/skills/anima-cost-tuning && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "anima-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anima-cost-tuning into .agents/skills/anima-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anima-cost-tuning", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill anima-cost-tuning -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anima-cost-tuning --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/anima-cost-tuning .cursor/skills/anima-cost-tuning && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "anima-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anima-cost-tuning into .cursor/skills/anima-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anima-cost-tuning", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/anima-cost-tuning--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill anima-cost-tuning -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anima-cost-tuning --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/anima-cost-tuning .gemini/skills/anima-cost-tuning && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "anima-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anima-cost-tuning into .gemini/skills/anima-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anima-cost-tuning", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anima-cost-tuningInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill anima-cost-tuning -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/anima-cost-tuning .github/skills/anima-cost-tuning && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "anima-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anima-cost-tuning into .github/skills/anima-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anima-cost-tuning", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill anima-cost-tuning -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anima-cost-tuning --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/anima-cost-tuning .opencode/skills/anima-cost-tuning && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "anima-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anima-cost-tuning into .opencode/skills/anima-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anima-cost-tuning", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
anima-cost-tuningOptimize Anima API costs through caching, incremental generation, and tier selection.
Anima Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize Anima API costs through caching, incremental generation, and tier selection. Use when managing Anima API usage, reducing unnecessary code generations, or right-sizing your Anima plan for team size. Trigger with: "anima cost", "anima pricing", "anima budget", "anima API usage".
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Requires Node.js 20+, approved Anima API access, current Anima SDK documentation, and authorized Figma or website source access
It sits in Backend & APIs, covering Caching. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
2 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBash(npm:*)From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
animaapp.comdocs.animaapp.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires Node.js 20+, approved Anima API access, current Anima SDK documentation, and authorized Figma or website source access
From compatibility in the SKILL.md frontmatter.
Anima Cost Tuning loads about 1.4k tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 76 tokens; SKILL.md has 481 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 481 words, ~1,425 tokens.
.claude/skills/anima-cost-tuning/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.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.
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.
| 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 |
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.
// src/cost/usage-tracker.ts
interface GenerationRecord {
timestamp: string;
fileKey: string;
nodeId: string;
cached: boolean;
durationMs: number;
}
class AnimaUsageTracker {
private records: GenerationRecord[] = [];
record(entry: GenerationRecord): void { this.records.push(entry); }
getReport(): { total: number; cached: number; cacheHitRate: number | null } {
const total = this.records.length;
const cached = this.records.filter(r => r.cached).length;
return {
total,
cached,
cacheHitRate: total > 0 ? cached / total : null,
};
}
}// Only generate when:
// 1. Figma file version changed (check via Figma API)
// 2. The repository's reviewed cache-retention policy requires refresh
// 3. Settings changed (new framework/styling)
// 4. Force flag passed (manual override)
async function shouldGenerate(
fileKey: string,
nodeId: string,
cache: any,
): Promise<boolean> {
// Check cache first
const cached = cache.get(fileKey, nodeId);
if (cached && cached.sourceRevision === cache.currentSourceRevision(fileKey)) {
console.log('Using source- and settings-bound cached generation');
return false;
}
return true;
}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. Use the declared Bash commands only for the explicit install, validation, or diagnostic steps in this workflow; never print tokens, source designs, generated source, or private website captures.
For a weekly design-system sync, record aggregate generation counts for the approved component registry, then compare an uncached baseline with the smart generation policy. Regenerate only components whose Figma version or generation settings changed, and attach the source-version and cache decision to the PR. If the current usage report is incomplete, a cache cannot identify its source version, or a design owner requests an immediate change, bypass the cache only with an explicit force record and regenerate the affected component—not the entire design file by default.
| Failure | Response |
|---|---|
| Account limits or pricing data are unavailable | Mark projections as incomplete and obtain current data from the account owner. |
| Cache source version is unknown | Refuse reuse and regenerate the approved affected component. |
| Generation rate spikes unexpectedly | Pause noncritical jobs, inspect aggregate telemetry, and enforce the scheduling policy. |
| Output is stale after an approved design change | Invalidate the affected cache key and record the corrected generation receipt. |
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in skills/.curated/anima-cost-tuning of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Anima Cost Tuning next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Anima Cost Tuning this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Reatom Asyncreatom/reatom | 1.4k | — | ~744 | Automated safety check: Pass | MIT | |
| Tanstack Query Best PracticesDeckardGer/tanstack-agent-skills | 222 | 1 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Cloudflare Workers Performancesecondsky/claude-skills | 227 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Tanstack Querysecondsky/claude-skills | 227 | — | ~7.9k | Automated safety check: Pass | MIT | |
| Nextjs App Routergiuseppe-trisciuoglio/developer-kit | 357 | — | ~3.1k | Automated safety check: Notes | MIT |
reatom/reatom
Masters Reatom v1001 async flows. An agent skill from reatom/reatom.
DeckardGer/tanstack-agent-skills
TanStack Query (React Query) best practices for data fetching, caching, mutations, and server state management.
secondsky/claude-skills
Cloudflare Workers performance optimization with CPU, memory, caching, bundle size.
secondsky/claude-skills
TanStack Query v5 (React Query) server state management. An agent skill from secondsky/claude-skills.
giuseppe-trisciuoglio/developer-kit
Provides patterns and code examples for building Next.js 16+ applications with App Router architecture.
ericrisco/rsc-harness
A skill your agent uses when building, reviewing, testing, securing, or optimizing a Next.js App Router app: Server vs Client boundaries, use server actions, route handlers, the v15 vs v16 use cache…
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Categories
Optimize Anima API costs through caching, incremental generation, and tier selection. Anima Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize Anima API costs through caching, incremental generation, and tier selection.
Anima Cost Tuning fits situations like: managing Anima API usage; reducing unnecessary code generations; right-sizing your Anima plan for team size; with: anima cost.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill anima-cost-tuning -a claude-code`. Or copy the skill folder (skills/.curated/anima-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/anima-cost-tuning in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill anima-cost-tuning -a codex`. Or copy the skill folder (skills/.curated/anima-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/anima-cost-tuning in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill anima-cost-tuning -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/anima-cost-tuning, .gemini/skills/anima-cost-tuning, .github/skills/anima-cost-tuning and .opencode/skills/anima-cost-tuning in your project.
SKILL.md names no scripts, command-line tools or credentials: Anima Cost Tuning is instructions for the agent only. Our summary lists: Node.js. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(npm:*). Compatibility (from SKILL.md): Requires Node.js 20+, approved Anima API access, current Anima SDK documentation, and authorized Figma or website source access.
SKILL.md names 2 domains. As links in the text: animaapp.com and docs.animaapp.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Anima Cost Tuning is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 191 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Anima Cost Tuning: Reatom Async (reatom/reatom, 1.4k stars), Tanstack Query Best Practices (DeckardGer/tanstack-agent-skills, 222 stars), Cloudflare Workers Performance (secondsky/claude-skills, 227 stars) and Tanstack Query (secondsky/claude-skills, 227 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.