Agent skill

Productionize App With Services

by Dimon94 in Dimon94/skills

Productize a working prototype by adding a bounded set of explicitly requested operational or product services.

No licenceAuto-check passedDevOps & Cloud

Install Productionize App With Services

skills CLI
$ npx skills add Dimon94/skills --skill productionize-app-with-services -a claude-code

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

GitHub CLI
$ gh skill install Dimon94/skills productionize-app-with-services --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/Dimon94/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/productionize-app-with-services .claude/skills/productionize-app-with-services && 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
productionize-app-with-services
GitHub stars
107
Used in
1 other repo
Token cost
~1.7k tokens
SKILL.md length
840 words
Files
5 (incl. references)
Skills in repo
9
Repo updated
First seen
Licence
None found

At a glance

Productize a working prototype by adding a bounded set of explicitly requested operational or product services.

  • Works in 7 steps: Discover The Product Boundary → Select Productization Slices → Build The Safety Net → …
  • Asks for a broad productization pass
  • SKILL.md covers Counterweight: earn every…, Stack selection, Operating Principles and Workflow, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Productionize App With Services is an agent skill from Dimon94/skills. Productize a working prototype by adding a bounded set of explicitly requested operational or product services. Use only when the user asks for a broad productization pass or names product-service gaps such as permissions, API access, audit history, admin operations, or production operability as the primary task. Do not trigger for ordinary feature work, a single service integration, generic "make this production ready" phrasing without concrete scope, or routine security, observability, testing, and release…

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `agents/openai.yaml`, `references/audit-microsite.md` and `references/execution-playbook.md`).

It sits in DevOps & Cloud, covering Access reviews and audit trails and Observability. The repository describes itself as: 个人 agent skill 库 — skills/ 为唯一真相源,agent 目录经 symlink 消费.

When your agent uses it

  • Asks for a broad productization pass
  • Names product-service gaps such as permissions
  • Admin operations
  • Production operability as the primary task

Example prompts

  • “make this production ready”
  • “/productionize-app-with-services”

Workflow steps

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

  1. Discover The Product Boundary
  2. Select Productization Slices
  3. Build The Safety Net
  4. Execute Only Selected Slices
  5. Coordinate Large Work When Requested
  6. Validate Proportionally
  7. Report The Result

What it can do on your machine

Read from SKILL.md and the folder at commit 2531bc3. 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

Productionize App With Services loads about 1.7k tokens when it runs, and up to ~4.3k if it reads all its reference files. Until then it costs about 145 tokens; SKILL.md has 840 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~145
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.3k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 840 words (~1,718 tokens).

“Use this skill when a working prototype needs a specific, user-selected set of product services. Productization is not a checklist of everything a mature SaaS might contain.”

— opening of SKILL.md by Dimon94
name
productionize-app-with-services

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files (references) in skills/productionize-app-with-services of Dimon94/skills.

  • SKILL.md
  • agents/openai.yaml
  • references/audit-microsite.md
  • references/execution-playbook.md
  • references/product-principles.md

Open the folder on GitHubat commit 2531bc3

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in Dimon94/skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Productionize App With Services 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.

Productionize App With Services compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Productionize App With Services this skillDimon94/skills1071 repos~1.7kAutomated safety check: PassNone
KubeSphere WizTelemetry Auditingkubesphere/kubesphere17k—~2.2kAutomated safety check: PassCustom licence
OmniRoute Audit and Policy CLIdiegosouzapw/OmniRoute74k—~733Automated safety check: PassMIT
Vercel Optimize Auditvercel-labs/agent-skills32k8 repos~4.3kAutomated safety check: PassNone
Kubeshark Installerkubeshark/kubeshark12k—~3.6kAutomated safety check: NotesApache-2.0
Kubeshark KFL2 Filter Referencekubeshark/kubeshark12k—~3.6kAutomated safety check: PassApache-2.0

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Categories

Questions about Productionize App With Services

What does Productionize App With Services do?

Productize a working prototype by adding a bounded set of explicitly requested operational or product services. Productionize App With Services is an agent skill from Dimon94/skills. Productize a working prototype by adding a bounded set of explicitly requested operational or product services.

When should I use Productionize App With Services?

Productionize App With Services fits situations like: asks for a broad productization pass; names product-service gaps such as permissions; admin operations; production operability as the primary task.

How do I install Productionize App With Services in Claude Code?

Run `npx skills add Dimon94/skills --skill productionize-app-with-services -a claude-code`. Or copy the skill folder (skills/productionize-app-with-services in Dimon94/skills) into .claude/skills/productionize-app-with-services in your project. Claude Code loads it when a task matches its description.

How do I install Productionize App With Services in Codex?

Run `npx skills add Dimon94/skills --skill productionize-app-with-services -a codex`. Or copy the skill folder (skills/productionize-app-with-services in Dimon94/skills) into .agents/skills/productionize-app-with-services in your project. Codex loads it when a task matches its description.

Can I use Productionize App With Services 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 Dimon94/skills --skill productionize-app-with-services -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/productionize-app-with-services, .gemini/skills/productionize-app-with-services, .github/skills/productionize-app-with-services and .opencode/skills/productionize-app-with-services in your project.

What does Productionize App With Services need to run?

SKILL.md names no scripts, command-line tools or credentials: Productionize App With Services is instructions for the agent only.

Does Productionize App With Services 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 Productionize App With Services 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 Productionize App With Services use?

No licence was found for Productionize App With Services or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Productionize App With Services use?

About 1.7k tokens (SKILL.md is roughly 6.9k 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 2.6k tokens, read only when the agent opens those files.

What are the alternatives to Productionize App With Services?

Skills that share tags, products or a category with Productionize App With Services: KubeSphere WizTelemetry Auditing (kubesphere/kubesphere, 17k stars), OmniRoute Audit and Policy CLI (diegosouzapw/OmniRoute, 74k stars), Vercel Optimize Audit (vercel-labs/agent-skills, 32k stars) and Kubeshark Installer (kubeshark/kubeshark, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Productionize App With Services?

Dimon94 (a GitHub user) maintains it in Dimon94/skills, which has 107 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 8, 2026.

Source: Dimon94/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.