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Agent skill

Runway Deploy Integration

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Deploy a restart-safe Runway generation service with durable tasks, bounded polling, cancellation, and output ownership.

MITAuto-check passedDevOps & Cloud

Install Runway Deploy Integration

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill runway-deploy-integration -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace runway-deploy-integration --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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/runway-deploy-integration .claude/skills/runway-deploy-integration && rm -rf skills-src

Use ~/.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/

Facts

Skill name
runway-deploy-integration
GitHub stars
2.8k
Token cost
~1.3k tokens
SKILL.md length
548 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Deploy a restart-safe Runway generation service with durable tasks, bounded polling, cancellation, and output ownership.

  • Works in 6 steps: Split API from worker → Persist provider identity → Control capacity → …
  • Moving an integration to production
  • SKILL.md covers Overview, Prerequisites, Instructions and Authentication, plus 6 more sections
  • Needs RUNWAYML_API_SECRET

What it does

Runway Deploy Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Deploy a restart-safe Runway generation service with durable tasks, bounded polling, cancellation, and output ownership. Use when moving an integration to production. Trigger with: "deploy Runway worker", "productionize Runway API", "Runway job architecture".

Its SKILL.md is about 1.3k 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 server-side Runway Dev access, current first-party documentation, an approved credit budget, and controlled media storage.

It sits in DevOps & Cloud, covering Deployment. It works with Runway. 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

  • Moving an integration to production
  • With: deploy Runway worker
  • Productionize Runway API
  • Runway job architecture

Example prompts

  • “deploy Runway worker”
  • “productionize Runway API”
  • “Runway job architecture”
  • “/runway-deploy-integration”

Requirements

  • A credential in RUNWAYML_API_SECRET
  • Compatibility (from SKILL.md): Requires server-side Runway Dev access, current first-party documentation, an approved credit budget, and controlled media storage.
  • Pre-approved tools (allowed-tools): Read, Grep, Write, Edit

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Split API from worker
  2. Persist provider identity
  3. Control capacity
  4. Reconcile state
  5. Own successful assets
  6. Roll out and roll back

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. 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:

    • Read
    • Grep
    • Write
    • Edit

    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):

    • docs.dev.runwayml.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • RUNWAYML_API_SECRET

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Requires server-side Runway Dev access, current first-party documentation, an approved credit budget, and controlled media storage.

    From compatibility in the SKILL.md frontmatter.

Context cost

Runway Deploy Integration loads about 1.3k tokens when it runs, and up to ~2.3k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 548 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.3k

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 cfae287, republished under its MIT licence (© jeremylongshore). 548 words, ~1,292 tokens.

Download SKILL.mdSave it as .claude/skills/runway-deploy-integration/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
runway-deploy-integration
description
Deploy a restart-safe Runway generation service with durable tasks, bounded polling, cancellation, and output ownership. Use when moving an integration to production. Trigger with: "deploy Runway worker", "productionize Runway API", "Runway job architecture".
allowed-tools
Read, Grep, Write, Edit
compatibility
Requires server-side Runway Dev access, current first-party documentation, an approved credit budget, and controlled media storage.
version
2.0.0
argument-hint
[service-and-environment]
model
inherit
effort
high
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, runway, deployment, workers, reliability

Deploy an Asynchronous Runway Worker

Overview

Runway generation does not fit a synchronous request-response handler. Production deployment should accept intent quickly, persist it, execute through bounded workers, reconcile provider task state after restarts, and move successful assets into owned storage.

Prerequisites

  • A deployment environment with queues, durable database, and object storage
  • Server-side secrets, egress policy, and reviewed Runway contract
  • Capacity, credit, moderation, retention, and rollback owners

Instructions

Step 1: Split API from worker

Make the public endpoint validate intent, assign an operation ID, persist approval and request fingerprint, enqueue work, and return an internal status handle. Do not hold an HTTP request open for generation.

Step 2: Persist provider identity

The worker records the provider task ID immediately after create. Retries and restarts must retrieve that task before any new create decision.

Step 3: Control capacity

Apply per-model concurrency, deadline, priority, and credit guards. Treat provider THROTTLED tasks as already accepted; never resubmit them just because they have not started.

Step 4: Reconcile state

Run a bounded scheduler that retrieves nonterminal tasks, adds jitter/backoff, handles all terminal states, and can resume after deployment. A local shutdown or timeout does not cancel provider work.

Step 5: Own successful assets

Download successful output promptly to controlled object storage, verify it, set access and retention, and discard signed provider URLs from normal application records.

Step 6: Roll out and roll back

Deploy a no-create read probe, one approved canary, then staged traffic. Rollback stops new admission while the old compatible worker drains or cancels existing tasks according to policy.

Authentication

Workers receive RUNWAYML_API_SECRET from the deployment secret manager and use the reviewed API version. Public handlers and browser bundles never receive the provider key or signed asset URLs.

Tool Discipline

Use Read and Grep to inspect application configuration, provider documentation, lockfiles, fixtures, schemas, tests, and redacted operational evidence before proposing a change. Use Write or Edit only for an approved implementation, configuration, test, runbook, or redacted receipt. Do not create, cancel, delete, retry, deploy, rotate, revoke, publish, or otherwise mutate production Runway resources without explicit operator approval.

Show full SKILL.md (204 more words)Show less

Output

  • API, queue, worker, state-store, and output-store deployment map
  • Capacity, retry, timeout, cancellation, drain, and rollback controls
  • Canary and staged-rollout receipt with terminal-state and storage evidence

Return the environment, organization alias, operation and task identifiers, API and SDK versions, model or router policy, source-contract fingerprint, task-state evidence, credit boundary, output disposition, unresolved risk, rollback state, and final decision without exposing API secrets, prompt or media contents, or temporary signed URLs.

Examples

A deployment is rolled back after elevated 503 responses. New admission stops, saved task IDs remain in the database, the previous worker version resumes retrieval, and successful assets are stored without recreating tasks.

Error Handling

FailureResponse
Worker crashes after createRecover the saved provider task ID and retrieve; do not submit again.
Rollback strands nonterminal tasksRun the compatible reconciliation worker or explicitly cancel under the documented policy.
Output copy failsKeep the task and temporary URL in restricted retry state and retry download before its expiry window.

Validation

Kill workers at each lifecycle boundary, prove state recovery and no duplicate create, simulate THROTTLED and transient outages, test drain/cancel rollback, and verify outputs survive provider URL expiry.

Resources

© 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

SKILL.md and 1 other file (references) in skills/.curated/runway-deploy-integration of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Runway 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.

Runway Deploy Integration compared with similar skills
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GreptimeDB Dev Docker ImageGreptimeTeam/greptimedb6.7k—~4kAutomated safety check: NotesApache-2.0
Mirrord Operatormetalbear-co/mirrord5.4k1 repos~4.6kAutomated safety check: PassMIT
KubeSphere ServiceMesh Managerkubesphere/kubesphere17k—~2.4kAutomated safety check: PassCustom licence
Vercelremotion-dev/remotion63k—~1.2kAutomated safety check: PassCustom licence

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Works with

Categories

Questions about Runway Deploy Integration

What does Runway Deploy Integration do?

Deploy a restart-safe Runway generation service with durable tasks, bounded polling, cancellation, and output ownership. Runway Deploy Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Deploy a restart-safe Runway generation service with durable tasks, bounded polling, cancellation, and output ownership.

When should I use Runway Deploy Integration?

Runway Deploy Integration fits situations like: moving an integration to production; with: deploy Runway worker; productionize Runway API; runway job architecture.

How do I install Runway Deploy Integration in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill runway-deploy-integration -a claude-code`. Or copy the skill folder (skills/.curated/runway-deploy-integration in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/runway-deploy-integration in your project. Claude Code loads it when a task matches its description.

How do I install Runway Deploy Integration in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill runway-deploy-integration -a codex`. Or copy the skill folder (skills/.curated/runway-deploy-integration in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/runway-deploy-integration in your project. Codex loads it when a task matches its description.

Can I use Runway 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 runway-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/runway-deploy-integration, .gemini/skills/runway-deploy-integration, .github/skills/runway-deploy-integration and .opencode/skills/runway-deploy-integration in your project.

What does Runway Deploy Integration need to run?

Going by SKILL.md and its folder, Runway Deploy Integration needs credentials named RUNWAYML_API_SECRET. Our summary lists: A credential in RUNWAYML_API_SECRET. Its frontmatter pre-approves these tools: Read, Grep, Write, Edit. Compatibility (from SKILL.md): Requires server-side Runway Dev access, current first-party documentation, an approved credit budget, and controlled media storage..

Does Runway Deploy Integration access the network?

SKILL.md names 1 domain. As links in the text: docs.dev.runwayml.com. This is read from the text; nothing was executed.

Is Runway 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 Runway Deploy Integration use?

Runway 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 Runway Deploy Integration use?

About 1.3k tokens (SKILL.md is roughly 5.2k 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 964 tokens, read only when the agent opens those files.

What are the alternatives to Runway Deploy Integration?

Skills that share tags, products or a category with Runway Deploy Integration: Kubeshark Installer (kubeshark/kubeshark, 12k stars), GreptimeDB Dev Docker Image (GreptimeTeam/greptimedb, 6.7k stars), Mirrord Operator (metalbear-co/mirrord, 5.4k stars) and KubeSphere ServiceMesh Manager (kubesphere/kubesphere, 17k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Runway Deploy Integration?

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.