Trpc Patterns
FranciscoMoretti/chat-js
Implement ChatJS tRPC routers, TanStack Query hooks, mutations, and cache invalidation.
Ladder-aware Continue Anthropic caching — verify the rolling ladder on the wire, then enable it by default and add TTL coverage.
Install Continue Fix Volatile Msg
$ npx skills add OnlyTerp/prompt-cache-skills --skill continue-fix-volatile-msg -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install OnlyTerp/prompt-cache-skills continue-fix-volatile-msg --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/OnlyTerp/prompt-cache-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/continue-fix-volatile-msg .claude/skills/continue-fix-volatile-msg && 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 "continue-fix-volatile-msg" agent skill from https://github.com/OnlyTerp/prompt-cache-skills/tree/main/skills/continue-fix-volatile-msg into .claude/skills/continue-fix-volatile-msg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "continue-fix-volatile-msg", 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/OnlyTerp/prompt-cache-skills/tree/main/skills/continue-fix-volatile-msgType 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 OnlyTerp/prompt-cache-skills --skill continue-fix-volatile-msg -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install OnlyTerp/prompt-cache-skills continue-fix-volatile-msg --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OnlyTerp/prompt-cache-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/continue-fix-volatile-msg .agents/skills/continue-fix-volatile-msg && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "continue-fix-volatile-msg" agent skill from https://github.com/OnlyTerp/prompt-cache-skills/tree/main/skills/continue-fix-volatile-msg into .agents/skills/continue-fix-volatile-msg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "continue-fix-volatile-msg", 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 OnlyTerp/prompt-cache-skills --skill continue-fix-volatile-msg -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install OnlyTerp/prompt-cache-skills continue-fix-volatile-msg --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OnlyTerp/prompt-cache-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/continue-fix-volatile-msg .cursor/skills/continue-fix-volatile-msg && 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 "continue-fix-volatile-msg" agent skill from https://github.com/OnlyTerp/prompt-cache-skills/tree/main/skills/continue-fix-volatile-msg into .cursor/skills/continue-fix-volatile-msg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "continue-fix-volatile-msg", 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/OnlyTerp/prompt-cache-skills.git --path skills/continue-fix-volatile-msg--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 OnlyTerp/prompt-cache-skills --skill continue-fix-volatile-msg -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install OnlyTerp/prompt-cache-skills continue-fix-volatile-msg --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OnlyTerp/prompt-cache-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/continue-fix-volatile-msg .gemini/skills/continue-fix-volatile-msg && 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 "continue-fix-volatile-msg" agent skill from https://github.com/OnlyTerp/prompt-cache-skills/tree/main/skills/continue-fix-volatile-msg into .gemini/skills/continue-fix-volatile-msg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "continue-fix-volatile-msg", 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 OnlyTerp/prompt-cache-skills continue-fix-volatile-msgInstalls 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 OnlyTerp/prompt-cache-skills --skill continue-fix-volatile-msg -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/OnlyTerp/prompt-cache-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/continue-fix-volatile-msg .github/skills/continue-fix-volatile-msg && 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 "continue-fix-volatile-msg" agent skill from https://github.com/OnlyTerp/prompt-cache-skills/tree/main/skills/continue-fix-volatile-msg into .github/skills/continue-fix-volatile-msg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "continue-fix-volatile-msg", 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 OnlyTerp/prompt-cache-skills --skill continue-fix-volatile-msg -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install OnlyTerp/prompt-cache-skills continue-fix-volatile-msg --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/OnlyTerp/prompt-cache-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/continue-fix-volatile-msg .opencode/skills/continue-fix-volatile-msg && 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 "continue-fix-volatile-msg" agent skill from https://github.com/OnlyTerp/prompt-cache-skills/tree/main/skills/continue-fix-volatile-msg into .opencode/skills/continue-fix-volatile-msg/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "continue-fix-volatile-msg", 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.
Facts
- Skill name
continue-fix-volatile-msg- GitHub stars
- 114
- Token cost
- ~822 tokens
- SKILL.md length
- 345 words
- Files
- 1
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Ladder-aware Continue Anthropic caching — verify the rolling ladder on the wire, then enable it by default and add TTL coverage.
- Works in 3 steps: verify the ladder on the wire (before… → default-on (the actual money fix) → Bedrock path: verify the cachePoint…
- Tasks that involve Caching
- SKILL.md covers Target, What Continue actually does, Step 1 — verify the ladder on… and Step 2 — default-on (the…, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Continue Fix Volatile Msg is an agent skill from OnlyTerp/prompt-cache-skills. Ladder-aware Continue Anthropic caching — verify the rolling ladder on the wire, then enable it by default and add TTL coverage.
Its SKILL.md is about 820 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Backend & APIs, covering Caching. It works with OpenAI. The repository describes itself as: Drop-in prompt-caching fixes for the LLM agent harness you use. Point your AI coding agent at this repo and it ships the patches.
When your agent uses it
- Tasks that involve Caching
Example prompts
- “/continue-fix-volatile-msg”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- verify the ladder on the wire (before any change)
- default-on (the actual money fix)
- Bedrock path: verify the cachePoint translation
What it can do on your machine
Read from SKILL.md and the folder at commit 5b58ae2. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Continue Fix Volatile Msg loads about 822 tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 345 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.
Safety
Auto-check passed
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.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 345 words (~822 tokens).
“packages/openai-adapters/src/apis/AnthropicUtils.ts (helper) and its callers in the Anthropic adapter; core/llm/llms/Bedrock.ts (_addCachingToLastTwoUserMessages, cachePoint shape) for the Bedrock path.”
- name
- continue-fix-volatile-msg
- target_harness
- Continue
- target_repo
- continuedev/continue
- target_files
- packages/openai-adapters/src/apis/Anthropic.ts, core/llm/llms/Bedrock.ts
- target_commit
- main (AnthropicUtils.ts addCacheControlToLastTwoUserMessages verified 2026-08-28)
- estimated_savings
- avoids a harmful "fix"; default-on + TTL are the real wins
Files
Just SKILL.md in skills/continue-fix-volatile-msg of OnlyTerp/prompt-cache-skills.
Open the folder on GitHubat commit 5b58ae2
Compare with similar skills
Continue Fix Volatile Msg 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 |
|---|---|---|---|---|---|---|
| Continue Fix Volatile Msg this skillOnlyTerp/prompt-cache-skills | 114 | — | ~822 | Automated safety check: Pass | Custom licence | |
| Trpc PatternsFranciscoMoretti/chat-js | 1.2k | — | ~288 | Automated safety check: Pass | Apache-2.0 | |
| LLM Gatewaysickn33/agentic-awesome-skills | 47k | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Caching Architecturemajiayu000/litellm-rs | 116 | — | ~2k | Automated safety check: Pass | MIT | |
| Redis Semantic Cacheredis/agent-skills | 165 | 1 repos | ~1k | Automated safety check: Pass | MIT | |
| Ax AIdosco/aithy | 107 | — | ~8.2k | Automated safety check: Pass | Apache-2.0 |
Similar skills
LLM Gateway
sickn33/agentic-awesome-skills
Deploy an API gateway for LLM traffic with load balancing, rate limiting, key management, semantic caching, fallback routing, and cost tracking.
Caching Architecture
majiayu000/litellm-rs
LiteLLM-RS response caching architecture. An agent skill from majiayu000/litellm-rs.
- Official
Redis Semantic Cache
redis/agent-skills
Redis LangCache guidance for semantic caching of LLM responses on Redis Cloud — calling search/set via the SDK or REST API, tuning the similarity threshold, separating caches per task type, and…
Ax AI
dosco/aithy
This skill helps an LLM generate correct AI provider setup and configuration code using @ax-llm/ax.
Stripe Projects
fossasia/eventyay
A skill your agent uses when the user wants to provision infrastructure or third-party services using Stripe Projects.
More from OnlyTerp/prompt-cache-skills
All 13 skills in this repoAider One-Hour Cache TTL
OnlyTerp/prompt-cache-skills
Patches Aider to request Anthropic's one-hour prompt cache lifetime, so long pauses between turns no longer expire the cache or need paid keepalive pings.
Aider Prompt Caching Default
OnlyTerp/prompt-cache-skills
Patch recipe that turns on Aider's --cache-prompts by default for models that support caching, with a verification procedure against the wire request.
Cline Prompt Cache Ladder Check
OnlyTerp/prompt-cache-skills
Verifies how Cline marks Anthropic prompt-cache breakpoints on the wire, then adds a tools breakpoint and tunes the cache TTL in its AI SDK code.
Cline OpenAI Prompt Cache Key Fix
OnlyTerp/prompt-cache-skills
Patch guide for adding a stable per-task prompt_cache_key to Cline's OpenAI native provider so cached token counts stop reading as zero.
Cline Pin Timestamp
OnlyTerp/prompt-cache-skills
Cline's system prompt includes a timestamp that may be recomputed per request, invalidating the system-prompt cache.
Continue Enable Defaults
OnlyTerp/prompt-cache-skills
Continue's prompt caching is opt-in via config and off by default.
Related
Works with
Categories
Questions about Continue Fix Volatile Msg
What does Continue Fix Volatile Msg do?
Ladder-aware Continue Anthropic caching — verify the rolling ladder on the wire, then enable it by default and add TTL coverage. Continue Fix Volatile Msg is an agent skill from OnlyTerp/prompt-cache-skills. Ladder-aware Continue Anthropic caching — verify the rolling ladder on the wire, then enable it by default and add TTL coverage.
When should I use Continue Fix Volatile Msg?
Continue Fix Volatile Msg fits situations like: tasks that involve Caching.
How do I install Continue Fix Volatile Msg in Claude Code?
Run `npx skills add OnlyTerp/prompt-cache-skills --skill continue-fix-volatile-msg -a claude-code`. Or copy the skill folder (skills/continue-fix-volatile-msg in OnlyTerp/prompt-cache-skills) into .claude/skills/continue-fix-volatile-msg in your project. Claude Code loads it when a task matches its description.
How do I install Continue Fix Volatile Msg in Codex?
Run `npx skills add OnlyTerp/prompt-cache-skills --skill continue-fix-volatile-msg -a codex`. Or copy the skill folder (skills/continue-fix-volatile-msg in OnlyTerp/prompt-cache-skills) into .agents/skills/continue-fix-volatile-msg in your project. Codex loads it when a task matches its description.
Can I use Continue Fix Volatile Msg in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add OnlyTerp/prompt-cache-skills --skill continue-fix-volatile-msg -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/continue-fix-volatile-msg, .gemini/skills/continue-fix-volatile-msg, .github/skills/continue-fix-volatile-msg and .opencode/skills/continue-fix-volatile-msg in your project.
What does Continue Fix Volatile Msg need to run?
SKILL.md names no scripts, command-line tools or credentials: Continue Fix Volatile Msg is instructions for the agent only.
Does Continue Fix Volatile Msg access the network?
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.
Is Continue Fix Volatile Msg safe to install?
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.
What licence does Continue Fix Volatile Msg use?
Continue Fix Volatile Msg has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Continue Fix Volatile Msg use?
About 822 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Continue Fix Volatile Msg?
Skills that share tags, products or a category with Continue Fix Volatile Msg: Trpc Patterns (FranciscoMoretti/chat-js, 1.2k stars), LLM Gateway (sickn33/agentic-awesome-skills, 47k stars), Caching Architecture (majiayu000/litellm-rs, 116 stars) and Redis Semantic Cache (redis/agent-skills, 165 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Continue Fix Volatile Msg?
OnlyTerp (a GitHub user) maintains it in OnlyTerp/prompt-cache-skills, which has 114 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on August 29, 2026.
Source: OnlyTerp/prompt-cache-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.