AI Server
Opentrons/opentrons
Conventions for the opentrons-ai-server FastAPI service — project structure, uv dependency management, settings, testing, Docker, and deployment.
Agent skill
Serpapi Deploy Integration
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Deploy a server-side SerpAPI gateway with secret isolation, input policy, capacity controls, canary evidence, and rollback.
Install Serpapi Deploy Integration
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill serpapi-deploy-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace serpapi-deploy-integration --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/serpapi-deploy-integration .claude/skills/serpapi-deploy-integration && 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 "serpapi-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/serpapi-deploy-integration into .claude/skills/serpapi-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serpapi-deploy-integration", 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/serpapi-deploy-integrationType 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 serpapi-deploy-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace serpapi-deploy-integration --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/serpapi-deploy-integration .agents/skills/serpapi-deploy-integration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "serpapi-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/serpapi-deploy-integration into .agents/skills/serpapi-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serpapi-deploy-integration", 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 serpapi-deploy-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace serpapi-deploy-integration --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/serpapi-deploy-integration .cursor/skills/serpapi-deploy-integration && 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 "serpapi-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/serpapi-deploy-integration into .cursor/skills/serpapi-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serpapi-deploy-integration", 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/serpapi-deploy-integration--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 serpapi-deploy-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace serpapi-deploy-integration --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/serpapi-deploy-integration .gemini/skills/serpapi-deploy-integration && 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 "serpapi-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/serpapi-deploy-integration into .gemini/skills/serpapi-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serpapi-deploy-integration", 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 serpapi-deploy-integrationInstalls 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 serpapi-deploy-integration -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/serpapi-deploy-integration .github/skills/serpapi-deploy-integration && 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 "serpapi-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/serpapi-deploy-integration into .github/skills/serpapi-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serpapi-deploy-integration", 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 serpapi-deploy-integration -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 serpapi-deploy-integration --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/serpapi-deploy-integration .opencode/skills/serpapi-deploy-integration && 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 "serpapi-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/serpapi-deploy-integration into .opencode/skills/serpapi-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serpapi-deploy-integration", 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
serpapi-deploy-integration- GitHub stars
- 2.8k
- Token cost
- ~1k tokens
- SKILL.md length
- 394 words
- Files
- 1
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Deploy a server-side SerpAPI gateway with secret isolation, input policy, capacity controls, canary evidence, and rollback.
- Works in 7 steps: Review the deploy diff, dependency lock,… → Define readiness without a billable… → Set finite client and request timeouts,… → …
- Promoting a search integration
- SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 8 more sections
- Needs SERPAPI_KEY
What it does
Serpapi Deploy Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Deploy a server-side SerpAPI gateway with secret isolation, input policy, capacity controls, canary evidence, and rollback. Use when promoting a search integration. Trigger with "deploy a SerpAPI gateway".
Its SKILL.md is about 1k 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; deployment, secret, routing, and production search changes require explicit platform and account-owner approval
It sits in DevOps & Cloud, covering Deployment and Backend development. It works with SerpApi. 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.
When your agent uses it
- Promoting a search integration
- With deploy a SerpAPI gateway
Example prompts
- “deploy a SerpAPI gateway”
- “/serpapi-deploy-integration”
Requirements
- A credential in SERPAPI_KEY
- Compatibility (from SKILL.md): Designed for Claude Code; deployment, secret, routing, and production search changes require explicit platform and account-owner approval
- Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Review the deploy diff, dependency lock, secret references, route exposure, caller authentication, input allowlist, output projection, and…
- Define readiness without a billable search; expose only internal health and configuration status, not Account API details.
- Set finite client and request timeouts, concurrency/admission limits, cache policy, retry budget, and maximum pagination.
- Deploy to an isolated preview with no production key and run fixture, authorization, abuse, redaction, and rollback tests.
- Present the production mutation, live-search budget, monitoring, owner, and exact rollback command for approval.
- Deploy a small canary, execute one approved harmless search, and reconcile status, search ID, latency, errors, and capacity.
- Promote gradually only while SLO, correctness, privacy, and allowance thresholds hold; otherwise roll back immediately.
What it can do on your machine
Read from SKILL.md and the folder at commit 80f86df. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepWebFetchWriteEdit
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
Links to these hosts (documentation or services it may open):
serpapi.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
SERPAPI_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code; deployment, secret, routing, and production search changes require explicit platform and account-owner approval
From compatibility in the SKILL.md frontmatter.
Context cost
Serpapi Deploy Integration loads about 1k tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 394 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
The full file from jeremylongshore/tons-of-skills-marketplace at commit 80f86df, republished under its MIT licence (© jeremylongshore). 394 words, ~1,005 tokens.
Download SKILL.mdSave it as
.claude/skills/serpapi-deploy-integration/SKILL.md (or your agent's skills folder).- name
- serpapi-deploy-integration
- description
- Deploy a server-side SerpAPI gateway with secret isolation, input policy, capacity controls, canary evidence, and rollback. Use when promoting a search integration. Trigger with "deploy a SerpAPI gateway".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code; deployment, secret, routing, and production search changes require explicit platform and account-owner approval
- argument-hint
- [platform] [environment] [route]
- version
- 1.6.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, serpapi, deployment, gateway, canary
- model
- inherit
- effort
- high
SerpAPI Gateway Deployment
Overview
Promote a narrow backend gateway through preview, canary, reconciliation, and rollback without exposing the SerpAPI key or an open search proxy.
Prerequisites
- A fixture-tested gateway, deployment owner, route, caller identity, and rollback target
- Approved secret manager, data classification, SLO, capacity budget, and observability
- Platform-specific release and health-check conventions
Tool Discipline
Use Read, Glob, and Grep to inspect application and infrastructure changes, WebFetch to verify current SerpAPI contracts, and Write or Edit for deployment configuration, policies, probes, tests, and redacted receipts.
Current Contract
SerpAPI search calls require a private key and engine-specific parameters. Account capacity is discoverable through Account API. Public browser clients should call an authenticated application backend rather than SerpAPI directly.
Authentication
Inject SERPAPI_KEY from the target platform's server-side secret store. Authenticate gateway callers separately, validate their authorization to the requested use case, and never return vendor account or credential data.
Instructions
- Review the deploy diff, dependency lock, secret references, route exposure, caller authentication, input allowlist, output projection, and data retention.
- Define readiness without a billable search; expose only internal health and configuration status, not Account API details.
- Set finite client and request timeouts, concurrency/admission limits, cache policy, retry budget, and maximum pagination.
- Deploy to an isolated preview with no production key and run fixture, authorization, abuse, redaction, and rollback tests.
- Present the production mutation, live-search budget, monitoring, owner, and exact rollback command for approval.
- Deploy a small canary, execute one approved harmless search, and reconcile status, search ID, latency, errors, and capacity.
- Promote gradually only while SLO, correctness, privacy, and allowance thresholds hold; otherwise roll back immediately.
Show full SKILL.md (124 more words)Show less
Approval Boundaries
Do not create or change a production secret, public route, caller policy, traffic allocation, or live canary without named approval.
Output
Return the deploy diff, access and secret model, preview tests, canary receipt, capacity and SLO evidence, promotion decision, rollback proof, and owners.
Error Handling
| Condition | Response |
|---|---|
| Key appears in client assets | Block and rotate under incident procedure. |
| Gateway accepts arbitrary parameters | Fail the release and enforce a use-case allowlist. |
| Canary breaches errors, latency, or capacity | Roll back and preserve redacted search IDs. |
| Health endpoint leaks account facts | Remove the fields before exposure. |
Example
environment=production; callers=authenticated; key=server-secret; preview=pass; canary_searches=1; capacity=healthy; promotion=approved; rollback=verifiedResources
Next Steps
Observe a complete workload cycle and rehearse rollback and key rotation with the owning teams.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/.curated/serpapi-deploy-integration of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit 80f86df
Compare with similar skills
Serpapi Deploy Integration 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 |
|---|---|---|---|---|---|---|
| Serpapi Deploy Integration this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1k | Automated safety check: Pass | MIT | |
| AI ServerOpentrons/opentrons | 523 | — | ~2.5k | Automated safety check: Notes | Apache-2.0 | |
| Deployclacky-ai/openclacky | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Add Node SDKgotempsh/temps | 828 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| Hunt HTTP Smugglingelementalsouls/Claude-BugHunter | 4.8k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Infrastructuretheopenco/llmgateway | 1.7k | — | ~714 | Automated safety check: Pass | Custom licence |
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Questions about Serpapi Deploy Integration
What does Serpapi Deploy Integration do?
Deploy a server-side SerpAPI gateway with secret isolation, input policy, capacity controls, canary evidence, and rollback. Serpapi Deploy Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Deploy a server-side SerpAPI gateway with secret isolation, input policy, capacity controls, canary evidence, and rollback.
When should I use Serpapi Deploy Integration?
Serpapi Deploy Integration fits situations like: promoting a search integration; with deploy a SerpAPI gateway.
How do I install Serpapi Deploy Integration in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill serpapi-deploy-integration -a claude-code`. Or copy the skill folder (skills/.curated/serpapi-deploy-integration in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/serpapi-deploy-integration in your project. Claude Code loads it when a task matches its description.
How do I install Serpapi Deploy Integration in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill serpapi-deploy-integration -a codex`. Or copy the skill folder (skills/.curated/serpapi-deploy-integration in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/serpapi-deploy-integration in your project. Codex loads it when a task matches its description.
Can I use Serpapi Deploy Integration 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 jeremylongshore/tons-of-skills-marketplace --skill serpapi-deploy-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/serpapi-deploy-integration, .gemini/skills/serpapi-deploy-integration, .github/skills/serpapi-deploy-integration and .opencode/skills/serpapi-deploy-integration in your project.
What does Serpapi Deploy Integration need to run?
Going by SKILL.md and its folder, Serpapi Deploy Integration needs credentials named SERPAPI_KEY. Our summary lists: A credential in SERPAPI_KEY. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; deployment, secret, routing, and production search changes require explicit platform and account-owner approval.
Does Serpapi Deploy Integration access the network?
SKILL.md names 1 domain. As links in the text: serpapi.com. This is read from the text; nothing was executed.
Is Serpapi Deploy Integration 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 Serpapi Deploy Integration use?
Serpapi Deploy Integration is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Serpapi Deploy Integration use?
About 1k tokens (SKILL.md is roughly 4k 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 Serpapi Deploy Integration?
Skills that share tags, products or a category with Serpapi Deploy Integration: AI Server (Opentrons/opentrons, 523 stars), Deploy (clacky-ai/openclacky, 1.2k stars), Add Node SDK (gotempsh/temps, 828 stars) and Hunt HTTP Smuggling (elementalsouls/Claude-BugHunter, 4.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Serpapi Deploy Integration?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,825 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 9, 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.