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Official agent skill

AWS Native Runtime Investigation

by pulumi in pulumi/pulumi-aws-native

Use after triage or repository evidence establishes that an issue involves Pulumi AWS Native runtime behavior across the Pulumi provider protocol, generated CloudFormation metadata, and AWS Cloud…

OfficialApache-2.0Auto-check passedDevOps & Cloud

Install AWS Native Runtime Investigation

skills CLI
$ npx skills add pulumi/pulumi-aws-native --skill aws-native-runtime-investigation -a claude-code

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

GitHub CLI
$ gh skill install pulumi/pulumi-aws-native aws-native-runtime-investigation --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/pulumi/pulumi-aws-native.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/aws-native-runtime-investigation .claude/skills/aws-native-runtime-investigation && 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
aws-native-runtime-investigation
GitHub stars
108
Token cost
~753 tokens
SKILL.md length
355 words
Files
2
Skills in repo
1
Repo updated
First seen
Licence
Apache-2.0

At a glance

Use after triage or repository evidence establishes that an issue involves Pulumi AWS Native runtime behavior across the Pulumi provider protocol, generated CloudFormation metadata, and AWS Cloud…

  • Initial issue triage
  • SKILL.md covers Start With The Repository Guide, Keep The Change Narrow and Stop And Ask
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Routine generated SDK churn

What it does

AWS Native Runtime Investigation is an agent skill from pulumi/pulumi-aws-native, published by the product's own GitHub organization. Use after triage or repository evidence establishes that an issue involves Pulumi AWS Native runtime behavior across the Pulumi provider protocol, generated CloudFormation metadata, and AWS Cloud Control API. Do not use for initial issue triage, routine generated SDK churn, or isolated schema/codegen edits with no runtime semantics.

Its SKILL.md is about 750 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in DevOps & Cloud, covering Infrastructure as code, Project scaffolding and Issue triage. It works with Amazon Web Services, Pulumi and AWS CloudFormation. The repository describes itself as: AWS Native Provider for Pulumi. The licence is Apache-2.0.

When your agent uses it

  • Initial issue triage
  • Routine generated SDK churn
  • Isolated schema/codegen edits with no runtime semantics

Example prompts

  • “/aws-native-runtime-investigation”

What it can do on your machine

Read from SKILL.md and the folder at commit 46d819b. 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

AWS Native Runtime Investigation loads about 753 tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 355 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~92
When it runs · the whole SKILL.md, loaded when a task matches
~753

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 pulumi/pulumi-aws-native at commit 46d819b, republished under its Apache-2.0 licence (© pulumi). 355 words, ~753 tokens.

Download SKILL.mdSave it as .claude/skills/aws-native-runtime-investigation/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
aws-native-runtime-investigation
description
Use after triage or repository evidence establishes that an issue involves Pulumi AWS Native runtime behavior across the Pulumi provider protocol, generated CloudFormation metadata, and AWS Cloud Control API. Do not use for initial issue triage, routine generated SDK churn, or isolated schema/codegen edits with no runtime semantics.

AWS Native Runtime Investigation

Use this skill to find the relevant AWS Native lifecycle boundary and keep the change small. It is a routing aid, not a required planning framework or an edge-case checklist.

Start With The Repository Guide

Read docs/provider-runtime.md, following only the Pulumi engine and CloudControl references relevant to the reported behavior. Read ARCHITECTURE.md for repository boundaries and AGENTS.md for generated-file and command rules.

Trace the motivating issue, repro, or failing test through the current code. Do not ask the user to explain facts that can be read from the repository.

Keep The Change Narrow

  • Identify the concrete resource and lifecycle transition that is wrong.
  • Name the boundary that owns it: Pulumi engine behavior, AWS Native translation/runtime behavior, CloudFormation schema metadata, or CloudControl behavior.
  • Propose the smallest end-to-end change that fixes the reported path.
  • Treat adjacent metadata and lifecycle cases as context to disposition, not requirements to implement.
  • Preserve existing behavior when stronger semantics cannot be established safely.
  • Before adding machinery for an uncommon case, check whether it occurs in the current schemas, tests, or reported user behavior. Report its incidence, fallback, and follow-up option when support is costly.
  • Broaden across Read, Diff, or patch generation only when those boundaries must agree for the motivating behavior to be correct.
  • Prefer a focused test that proves the user-visible regression. Add lower-level tests when they provide distinct proof or useful failure localization rather than duplicating the lifecycle test.
Show full SKILL.md (117 more words)Show less

Do not create a design document merely because this skill was loaded. Use the conversation for narrow changes. Create a durable plan only when the user asks for one or when unresolved cross-boundary decisions need to survive a handoff.

Stop And Ask

Return to the maintainer with concrete options when:

  • Pulumi, AWS Native, and CloudControl evidence point to different owners;
  • two plausible semantics have different user-visible results;
  • the safe fallback is unclear;
  • the implementation is becoming substantially broader than the reported problem; or
  • a rare case requires disproportionate complexity and cannot be deferred.

Follow AGENTS.md for validation and generated artifacts. Do not hand-edit generated SDKs, generated schema or metadata, CI workflows, toolchain files, or upstream submodule content.

© pulumi, Apache-2.0. 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 in .agents/skills/aws-native-runtime-investigation of pulumi/pulumi-aws-native.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 46d819b

Compare with similar skills

AWS Native Runtime Investigation 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.

AWS Native Runtime Investigation compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
AWS Native Runtime Investigation this skillpulumi/pulumi-aws-native108—~753Automated safety check: PassApache-2.0
AWS Sst Developmentzxkane/aws-skills367—~2.7kAutomated safety check: WarnMIT
Generating Infrastructure As Codejeremylongshore/tons-of-skills-marketplace2.8k—~1.2kAutomated safety check: PassMIT
Infrastructure As Codeseb1n/awesome-ai-agent-skills206—~3.3kAutomated safety check: PassMIT
AWS Cdk Developmentzxkane/aws-skills3672 repos~2.5kAutomated safety check: PassMIT
AWS Cloud Advisortech-leads-club/agent-skills7k—~2.1kAutomated safety check: PassCC-BY-4.0

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Works with

Categories

Questions about AWS Native Runtime Investigation

What does AWS Native Runtime Investigation do?

Use after triage or repository evidence establishes that an issue involves Pulumi AWS Native runtime behavior across the Pulumi provider protocol, generated CloudFormation metadata, and AWS Cloud…. AWS Native Runtime Investigation is an agent skill from pulumi/pulumi-aws-native, published by the product's own GitHub organization. Use after triage or repository evidence establishes that an issue involves Pulumi AWS Native runtime behavior across the Pulumi provider protocol, generated CloudFormation metadata, and AWS Cloud Control API.

When should I use AWS Native Runtime Investigation?

AWS Native Runtime Investigation fits situations like: initial issue triage; routine generated SDK churn; isolated schema/codegen edits with no runtime semantics.

How do I install AWS Native Runtime Investigation in Claude Code?

Run `npx skills add pulumi/pulumi-aws-native --skill aws-native-runtime-investigation -a claude-code`. Or copy the skill folder (.agents/skills/aws-native-runtime-investigation in pulumi/pulumi-aws-native) into .claude/skills/aws-native-runtime-investigation in your project. Claude Code loads it when a task matches its description.

How do I install AWS Native Runtime Investigation in Codex?

Run `npx skills add pulumi/pulumi-aws-native --skill aws-native-runtime-investigation -a codex`. Or copy the skill folder (.agents/skills/aws-native-runtime-investigation in pulumi/pulumi-aws-native) into .agents/skills/aws-native-runtime-investigation in your project. Codex loads it when a task matches its description.

Can I use AWS Native Runtime Investigation 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 pulumi/pulumi-aws-native --skill aws-native-runtime-investigation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aws-native-runtime-investigation, .gemini/skills/aws-native-runtime-investigation, .github/skills/aws-native-runtime-investigation and .opencode/skills/aws-native-runtime-investigation in your project.

What does AWS Native Runtime Investigation need to run?

SKILL.md names no scripts, command-line tools or credentials: AWS Native Runtime Investigation is instructions for the agent only.

Does AWS Native Runtime Investigation 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 AWS Native Runtime Investigation 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 AWS Native Runtime Investigation use?

AWS Native Runtime Investigation is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does AWS Native Runtime Investigation use?

About 753 tokens (SKILL.md is roughly 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 AWS Native Runtime Investigation?

Skills that share tags, products or a category with AWS Native Runtime Investigation: AWS Sst Development (zxkane/aws-skills, 367 stars), Generating Infrastructure As Code (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Infrastructure As Code (seb1n/awesome-ai-agent-skills, 206 stars) and AWS Cdk Development (zxkane/aws-skills, 367 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AWS Native Runtime Investigation?

pulumi (a GitHub organization, an official publisher) maintains it in pulumi/pulumi-aws-native, which has 108 GitHub stars. The repository was last updated on October 8, 2026.

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