Claude Cookbooks Reference
2025Emma/vibe-coding-cn
Reference of Claude API examples and guides covering tool use, vision, RAG, classification, summarization, text-to-SQL, prompt caching and agent patterns.
Execute production deployment checklist for Claude API integrations.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill anth-prod-checklist -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anth-prod-checklist --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/anth-prod-checklist .claude/skills/anth-prod-checklist && 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 "anth-prod-checklist" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anth-prod-checklist into .claude/skills/anth-prod-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anth-prod-checklist", 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/anth-prod-checklistType 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 anth-prod-checklist -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anth-prod-checklist --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/anth-prod-checklist .agents/skills/anth-prod-checklist && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "anth-prod-checklist" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anth-prod-checklist into .agents/skills/anth-prod-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anth-prod-checklist", 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 anth-prod-checklist -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anth-prod-checklist --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/anth-prod-checklist .cursor/skills/anth-prod-checklist && 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 "anth-prod-checklist" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anth-prod-checklist into .cursor/skills/anth-prod-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anth-prod-checklist", 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/anth-prod-checklist--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 anth-prod-checklist -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace anth-prod-checklist --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/anth-prod-checklist .gemini/skills/anth-prod-checklist && 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 "anth-prod-checklist" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anth-prod-checklist into .gemini/skills/anth-prod-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anth-prod-checklist", 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 anth-prod-checklistInstalls 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 anth-prod-checklist -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/anth-prod-checklist .github/skills/anth-prod-checklist && 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 "anth-prod-checklist" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anth-prod-checklist into .github/skills/anth-prod-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anth-prod-checklist", 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 anth-prod-checklist -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 anth-prod-checklist --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/anth-prod-checklist .opencode/skills/anth-prod-checklist && 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 "anth-prod-checklist" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/anth-prod-checklist into .opencode/skills/anth-prod-checklist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "anth-prod-checklist", 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.
anth-prod-checklistExecute production deployment checklist for Claude API integrations.
Anth Prod Checklist is an agent skill from jeremylongshore/tons-of-skills-marketplace. Execute production deployment checklist for Claude API integrations. Use when deploying Claude-powered features to production, preparing for launch, or implementing go-live validation. Trigger with phrases like "anthropic production", "deploy claude", "claude go-live", "anthropic launch checklist", "production ready claude".
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code
It sits in AI & LLM Engineering, covering Deployment, Product launch strategy and LLM API integration. It works with Anthropic API. 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.
5 steps, taken from the first numbered list 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:
ReadBash(curl:*)GrepFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
platform.claude.comconsole.anthropic.comstatus.anthropic.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.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Anth Prod Checklist loads about 1.8k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 586 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). 586 words, ~1,808 tokens.
.claude/skills/anth-prod-checklist/SKILL.md (or your agent's skills folder).Complete checklist for deploying Claude API integrations to production with reliability, observability, and cost controls.
authentication_error, invalid_request_error, rate_limit_error, api_error, overloaded_errormaxRetries set (recommended: 3-5 for production)request-id capturedmax_tokens set to realistic values (not inflated)timeout parameter, recommended 60-120s)async def health_check():
try:
# Use token counting as a cheap health probe (no generation cost)
count = client.messages.count_tokens(
model="claude-haiku-4-20250514",
messages=[{"role": "user", "content": "ping"}]
)
return {"status": "healthy", "tokens": count.input_tokens}
except Exception as e:
return {"status": "degraded", "error": str(e)}import logging
import time
logger = logging.getLogger("anthropic")
def tracked_create(**kwargs):
start = time.monotonic()
try:
response = client.messages.create(**kwargs)
duration = time.monotonic() - start
logger.info(
"claude_request",
extra={
"request_id": response._request_id,
"model": response.model,
"input_tokens": response.usage.input_tokens,
"output_tokens": response.usage.output_tokens,
"duration_ms": int(duration * 1000),
"stop_reason": response.stop_reason,
}
)
return response
except Exception as e:
duration = time.monotonic() - start
logger.error("claude_error", extra={"error": str(e), "duration_ms": int(duration * 1000)})
raiseanth-incident-runbook)| Metric | Warning | Critical |
|---|---|---|
| Error rate (5xx) | > 1% | > 5% |
| p99 latency | > 10s | > 30s |
| 429 rate | > 5/min | > 20/min |
| Daily cost | > 80% budget | > 100% budget |
| Auth failures (401/403) | > 0 | > 0 (immediate) |
Produce a go-live receipt containing artifact/config digests, workspace/model classes, checklist evidence, synthetic test results, canary and threshold outcomes, approvals, rollout state, retention cleanup, and rollback reference. Exclude API keys, prompts, responses, customer identifiers, and raw exception text.
| Gate failure | Required response |
|---|---|
| Authentication, workspace, or permission check fails | Do not deploy; verify secret binding and scope, then rotate/revoke only through the approved process. |
| 429/5xx, timeout, latency, or budget threshold fails | Halt promotion, apply bounded degradation/circuit breaking, and roll back to the prior revision. |
| Redaction, content-safety, or retention check fails | Stop traffic, quarantine affected artifacts, correct the boundary, and rerun staging evidence. |
| Missing approval or unverifiable evidence | Mark release not ready; do not bypass the gate. |
For artifact=sha256:fixture in staging, run synthetic fixture-request-001, assert sensitive_content_logged=0; contacts_exported=0; rollback_test=pass, then canary 1% internal traffic. A failed 429 gate records go_live=halted; rollback=prior-revision and sends no further production traffic.
For version upgrades, see anth-upgrade-migration.
© jeremylongshore, MIT. 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 skills/.curated/anth-prod-checklist of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Anth Prod Checklist 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 |
|---|---|---|---|---|---|---|
| Anth Prod Checklist this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Claude Cookbooks Reference2025Emma/vibe-coding-cn | 23k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| ModLens Image Vision Bridgeliustack/modlens | 4.2k | — | ~1.3k | Automated safety check: Notes | MIT | |
| Claude APIKocoro-lab/Kocoro | 414 | 7 repos | ~4.5k | Automated safety check: Pass | Apache-2.0 | |
| Using Ccproxy Inspectorstarbaser/ccproxy | 350 | — | ~2.7k | Automated safety check: Pass | Custom licence | |
| Anthropic Product Knowledgesyahiidkamil/Software-Engineer-AI-Agent-Atlas | 401 | 4 repos | ~651 | Automated safety check: Pass | None |
2025Emma/vibe-coding-cn
Reference of Claude API examples and guides covering tool use, vision, RAG, classification, summarization, text-to-SQL, prompt caching and agent patterns.
liustack/modlens
Gives text-only models sight by running the modlens CLI on an image path or URL and returning structured JSON evidence with transcribed text, layout and semantics.
Kocoro-lab/Kocoro
Build apps with the Claude API or Anthropic SDK. An agent skill from Kocoro-lab/Kocoro.
starbaser/ccproxy
Operates the ccproxy inspector MITM system for intercepting, inspecting, and transforming LLM API traffic.
syahiidkamil/Software-Engineer-AI-Agent-Atlas
Stop and consult this skill whenever your response would include specific facts about Anthropic's products.
starbaser/ccproxy
Guides users through ccproxy as an OpenAI-compatible and Anthropic-compatible LLM API server with SDK integration, OAuth authentication, sentinel key substitution, model routing, and troubleshooting.
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.
Works with
Categories
Execute production deployment checklist for Claude API integrations. Anth Prod Checklist is an agent skill from jeremylongshore/tons-of-skills-marketplace. Execute production deployment checklist for Claude API integrations.
Anth Prod Checklist fits situations like: deploying Claude-powered features to production; preparing for launch; implementing go-live validation; with phrases like anthropic production.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill anth-prod-checklist -a claude-code`. Or copy the skill folder (skills/.curated/anth-prod-checklist in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/anth-prod-checklist in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill anth-prod-checklist -a codex`. Or copy the skill folder (skills/.curated/anth-prod-checklist in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/anth-prod-checklist 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 anth-prod-checklist -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/anth-prod-checklist, .gemini/skills/anth-prod-checklist, .github/skills/anth-prod-checklist and .opencode/skills/anth-prod-checklist in your project.
SKILL.md names no scripts, command-line tools or credentials: Anth Prod Checklist is instructions for the agent only. Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Bash(curl:*), Grep. Compatibility (from SKILL.md): Designed for Claude Code.
SKILL.md names 3 domains. As links in the text: platform.claude.com, console.anthropic.com and status.anthropic.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.
Anth Prod Checklist is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.2k 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 Anth Prod Checklist: Claude Cookbooks Reference (2025Emma/vibe-coding-cn, 23k stars), ModLens Image Vision Bridge (liustack/modlens, 4.2k stars), Claude API (Kocoro-lab/Kocoro, 414 stars) and Using Ccproxy Inspector (starbaser/ccproxy, 350 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.