Prompt Caching
davila7/claude-code-templates
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache…
Use database cache when external APIs aren't reliably idempotent.
$ npx skills add divinevideo/divine-mobile --skill local-cache-idempotency-fallback -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install divinevideo/divine-mobile local-cache-idempotency-fallback --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/divinevideo/divine-mobile.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/local-cache-idempotency-fallback .claude/skills/local-cache-idempotency-fallback && 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 "local-cache-idempotency-fallback" agent skill from https://github.com/divinevideo/divine-mobile/tree/main/.agents/skills/local-cache-idempotency-fallback into .claude/skills/local-cache-idempotency-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-cache-idempotency-fallback", 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/divinevideo/divine-mobile/tree/main/.agents/skills/local-cache-idempotency-fallbackType 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 divinevideo/divine-mobile --skill local-cache-idempotency-fallback -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install divinevideo/divine-mobile local-cache-idempotency-fallback --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/divinevideo/divine-mobile.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/local-cache-idempotency-fallback .agents/skills/local-cache-idempotency-fallback && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "local-cache-idempotency-fallback" agent skill from https://github.com/divinevideo/divine-mobile/tree/main/.agents/skills/local-cache-idempotency-fallback into .agents/skills/local-cache-idempotency-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-cache-idempotency-fallback", 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 divinevideo/divine-mobile --skill local-cache-idempotency-fallback -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install divinevideo/divine-mobile local-cache-idempotency-fallback --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/divinevideo/divine-mobile.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/local-cache-idempotency-fallback .cursor/skills/local-cache-idempotency-fallback && 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 "local-cache-idempotency-fallback" agent skill from https://github.com/divinevideo/divine-mobile/tree/main/.agents/skills/local-cache-idempotency-fallback into .cursor/skills/local-cache-idempotency-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-cache-idempotency-fallback", 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/divinevideo/divine-mobile.git --path .agents/skills/local-cache-idempotency-fallback--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 divinevideo/divine-mobile --skill local-cache-idempotency-fallback -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install divinevideo/divine-mobile local-cache-idempotency-fallback --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/divinevideo/divine-mobile.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/local-cache-idempotency-fallback .gemini/skills/local-cache-idempotency-fallback && 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 "local-cache-idempotency-fallback" agent skill from https://github.com/divinevideo/divine-mobile/tree/main/.agents/skills/local-cache-idempotency-fallback into .gemini/skills/local-cache-idempotency-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-cache-idempotency-fallback", 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 divinevideo/divine-mobile local-cache-idempotency-fallbackInstalls 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 divinevideo/divine-mobile --skill local-cache-idempotency-fallback -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/divinevideo/divine-mobile.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/local-cache-idempotency-fallback .github/skills/local-cache-idempotency-fallback && 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 "local-cache-idempotency-fallback" agent skill from https://github.com/divinevideo/divine-mobile/tree/main/.agents/skills/local-cache-idempotency-fallback into .github/skills/local-cache-idempotency-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-cache-idempotency-fallback", 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 divinevideo/divine-mobile --skill local-cache-idempotency-fallback -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install divinevideo/divine-mobile local-cache-idempotency-fallback --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/divinevideo/divine-mobile.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/local-cache-idempotency-fallback .opencode/skills/local-cache-idempotency-fallback && 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 "local-cache-idempotency-fallback" agent skill from https://github.com/divinevideo/divine-mobile/tree/main/.agents/skills/local-cache-idempotency-fallback into .opencode/skills/local-cache-idempotency-fallback/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "local-cache-idempotency-fallback", 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.
local-cache-idempotency-fallbackUse database cache when external APIs aren't reliably idempotent.
Local Cache Idempotency Fallback is an agent skill from divinevideo/divine-mobile. Use database cache when external APIs aren't reliably idempotent. Use when: (1) External API claims idempotency but returns different values for same input, (2) Re-running a script creates duplicate resources, (3) Need stable identifiers across runs but external service generates new ones. Pattern: check database cache first, only call external API for genuinely new items, cache the result.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The licence is MPL-2.0.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 8d5fbf2. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
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.
No URLs in SKILL.md.
From 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.
Local Cache Idempotency Fallback loads about 1.1k tokens when it runs. Until then it costs about 107 tokens; SKILL.md has 300 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 divinevideo/divine-mobile at commit 8d5fbf2, republished under its MPL-2.0 licence (© divinevideo). 300 words, ~1,058 tokens.
.claude/skills/local-cache-idempotency-fallback/SKILL.md (or your agent's skills folder).External APIs that should be idempotent (same input = same output) sometimes aren't. This causes problems when re-running scripts:
Use database cache as the source of truth for idempotency:
// BEFORE: Always calls external API (brittle)
const { pubkey, token } = await externalApi.createUser(userId, username);
await db.saveUser({ userId, pubkey, token });
// AFTER: Check cache first (robust)
const cached = await db.getUser(userId);
let pubkey: string;
let token: string;
if (cached) {
// Use cached values - stable across runs
pubkey = cached.pubkey;
token = cached.token;
console.log(`Using cached pubkey: ${pubkey}`);
} else {
// Only call external API for genuinely new items
const result = await externalApi.createUser(userId, username);
pubkey = result.pubkey;
token = result.token;
// Cache immediately for next run
await db.saveUser({ userId, pubkey, token });
console.log(`Created new pubkey: ${pubkey}`);
}Real-world application - Keycast account creation:
// Check if we have a cached account first (local DB is source of truth)
const cached = await db.getImportedUser(creator.user_id);
let pubkey: string;
let token: string;
if (cached) {
// Use cached account - pubkey is stable
pubkey = cached.pubkey;
token = cached.token;
console.log(`Pubkey: ${pubkey} (cached)`);
} else {
// Create new account via external API
const result = await keycast.createPreloadedUser(
creator.user_id,
username,
displayName
);
pubkey = result.pubkey;
token = result.token;
console.log(`Pubkey: ${pubkey} (new)`);
// Cache account in database immediately
await db.saveImportedUser({
vine_user_id: creator.user_id,
username: creator.username,
pubkey,
token,
});
}ON CONFLICT DO UPDATE to handle race conditionsstale-cache-external-service-recovery: What to do when external service loses data and
cached identifiers no longer exist (detect 404, delete cache, recreate)© divinevideo, MPL-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/local-cache-idempotency-fallback of divinevideo/divine-mobile.
Open the folder on GitHubat commit 8d5fbf2
Local Cache Idempotency Fallback 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 |
|---|---|---|---|---|---|---|
| Local Cache Idempotency Fallback this skilldivinevideo/divine-mobile | 265 | — | ~1.1k | Automated safety check: Pass | MPL-2.0 | |
| Prompt Cachingdavila7/claude-code-templates | 32k | 5 repos | ~452 | Automated safety check: Pass | MIT | |
| Turborepo Cachingwshobson/agents | 40k | 8 repos | ~2k | Automated safety check: Notes | MIT | |
| OmniRoute LLM Cachediegosouzapw/OmniRoute | 74k | 1 repos | ~529 | Automated safety check: Pass | MIT | |
| Cachingzebbern/claude-code-guide | 4.6k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Content-Hash File Cache Patternaffaan-m/ECC | 274k | 5 repos | ~1.4k | Automated safety check: Pass | MIT |
davila7/claude-code-templates
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache…
wshobson/agents
Configures Turborepo pipelines and local or remote caching for monorepo builds, including Vercel remote cache, a self-hosted cache and cache-miss debugging.
diegosouzapw/OmniRoute
Documents OmniRoute's cache endpoints for reading cache statistics and clearing entries, statistics or the reasoning cache, with notes on TTL and similarity settings.
zebbern/claude-code-guide
Caching strategies — invalidation, TTL guidelines, cache keys, cache layers, and when not to cache.
affaan-m/ECC
Caches slow file processing results in Python keyed by a SHA-256 hash of the file content, so renames still hit the cache and edits invalidate it automatically.
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing slow page loads, heavy assets, or rendering delays related to Enable browser caching.
divinevideo/divine-mobile
Fix ArgoCD ExternalSecret deployment failing with "namespace X is not permitted in project Y".
divinevideo/divine-mobile
Art direction for any content — reads text, PDF, Word, HTML, PPT, then proposes 2-3 creative directions with photography style, mood, and visual language.
divinevideo/divine-mobile
Fix "Null check operator used on a null value" errors when an object is set to null during an async await.
divinevideo/divine-mobile
Add custom metadata headers (x-amz-meta-) to AWS v4 signed requests for GCS S3-compatible API.
divinevideo/divine-mobile
Fix password/secret authentication failures caused by trailing newlines when creating Google Cloud secrets (or similar) with bash here-strings.
divinevideo/divine-mobile
Fix silent video/media processing failures caused by URL extraction code that filters on file extensions (.mp4, .webm, .webp).
Use database cache when external APIs aren't reliably idempotent. Local Cache Idempotency Fallback is an agent skill from divinevideo/divine-mobile. Use database cache when external APIs aren't reliably idempotent.
Local Cache Idempotency Fallback fits situations like: external API claims idempotency but returns different values for same input; re-running a script creates duplicate resources; need stable identifiers across runs but external service generates new ones.
Run `npx skills add divinevideo/divine-mobile --skill local-cache-idempotency-fallback -a claude-code`. Or copy the skill folder (.agents/skills/local-cache-idempotency-fallback in divinevideo/divine-mobile) into .claude/skills/local-cache-idempotency-fallback in your project. Claude Code loads it when a task matches its description.
Run `npx skills add divinevideo/divine-mobile --skill local-cache-idempotency-fallback -a codex`. Or copy the skill folder (.agents/skills/local-cache-idempotency-fallback in divinevideo/divine-mobile) into .agents/skills/local-cache-idempotency-fallback 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 divinevideo/divine-mobile --skill local-cache-idempotency-fallback -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/local-cache-idempotency-fallback, .gemini/skills/local-cache-idempotency-fallback, .github/skills/local-cache-idempotency-fallback and .opencode/skills/local-cache-idempotency-fallback in your project.
SKILL.md names no scripts, command-line tools or credentials: Local Cache Idempotency Fallback is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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.
Local Cache Idempotency Fallback is published under the MPL-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Local Cache Idempotency Fallback: Prompt Caching (davila7/claude-code-templates, 32k stars), Turborepo Caching (wshobson/agents, 40k stars), OmniRoute LLM Cache (diegosouzapw/OmniRoute, 74k stars) and Caching (zebbern/claude-code-guide, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
divinevideo (a GitHub organization) maintains it in divinevideo/divine-mobile, which has 265 GitHub stars. The repository holds 103 skills in this directory. The repository was last updated on October 7, 2026.
Source: divinevideo/divine-mobile on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.