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Cybereason-Public/owLSM
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Validate multi-line log stitching behavior for an ama-logs image change.
Install Multiline Validation
$ npx skills add microsoft/Docker-Provider --skill multiline-validation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install microsoft/Docker-Provider multiline-validation --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/microsoft/Docker-Provider.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/multiline-validation .claude/skills/multiline-validation && 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 "multiline-validation" agent skill from https://github.com/microsoft/Docker-Provider/tree/ci_prod/.github/skills/multiline-validation into .claude/skills/multiline-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multiline-validation", 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/microsoft/Docker-Provider/tree/ci_prod/.github/skills/multiline-validationType 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 microsoft/Docker-Provider --skill multiline-validation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install microsoft/Docker-Provider multiline-validation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/Docker-Provider.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/multiline-validation .agents/skills/multiline-validation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "multiline-validation" agent skill from https://github.com/microsoft/Docker-Provider/tree/ci_prod/.github/skills/multiline-validation into .agents/skills/multiline-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multiline-validation", 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 microsoft/Docker-Provider --skill multiline-validation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install microsoft/Docker-Provider multiline-validation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/Docker-Provider.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/multiline-validation .cursor/skills/multiline-validation && 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 "multiline-validation" agent skill from https://github.com/microsoft/Docker-Provider/tree/ci_prod/.github/skills/multiline-validation into .cursor/skills/multiline-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multiline-validation", 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/microsoft/Docker-Provider.git --path .github/skills/multiline-validation--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 microsoft/Docker-Provider --skill multiline-validation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install microsoft/Docker-Provider multiline-validation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/Docker-Provider.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/multiline-validation .gemini/skills/multiline-validation && 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 "multiline-validation" agent skill from https://github.com/microsoft/Docker-Provider/tree/ci_prod/.github/skills/multiline-validation into .gemini/skills/multiline-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multiline-validation", 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 microsoft/Docker-Provider multiline-validationInstalls 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 microsoft/Docker-Provider --skill multiline-validation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/microsoft/Docker-Provider.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/multiline-validation .github/skills/multiline-validation && 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 "multiline-validation" agent skill from https://github.com/microsoft/Docker-Provider/tree/ci_prod/.github/skills/multiline-validation into .github/skills/multiline-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multiline-validation", 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 microsoft/Docker-Provider --skill multiline-validation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install microsoft/Docker-Provider multiline-validation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/Docker-Provider.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/multiline-validation .opencode/skills/multiline-validation && 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 "multiline-validation" agent skill from https://github.com/microsoft/Docker-Provider/tree/ci_prod/.github/skills/multiline-validation into .opencode/skills/multiline-validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multiline-validation", 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
multiline-validation- GitHub stars
- 173
- Token cost
- ~2.5k tokens
- SKILL.md length
- 952 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Validate multi-line log stitching behavior for an ama-logs image change.
- Works in 4 steps: Setup (once) → OLD image snapshot → NEW image snapshot → …
- : validating a fluent-bit upgrade
- SKILL.md covers Required Inputs, Derived Values, General Rules and Procedures, plus 1 more section
- Calls kubectl, helm and az
What it does
Multiline Validation is an agent skill from microsoft/Docker-Provider, published by the product's own GitHub organization. Validate multi-line log stitching behavior for an ama-logs image change. Enables multiline in the configmap, deploys the OLD (production) image, captures stitching baselines, deploys the NEW (test) image, captures the same metrics, and produces an A/B comparison per language and OS. Use when: validating a fluent-bit upgrade, validating a parser/configmap change, comparing multiline stitching between two images, multi-line A/B test, stacktrace stitching test.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering A/B testing. It works with Microsoft Azure, Helm and Linux. The repository describes itself as: Azure Monitor for Containers.
When your agent uses it
- : validating a fluent-bit upgrade
- Validating a parser/configmap change
- Comparing multiline stitching between two images
- Multi-line A/B test
Example prompts
- “/multiline-validation”
Requirements
- Docker
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Setup (once)
- OLD image snapshot
- NEW image snapshot
- Compare and report
What it can do on your machine
Read from SKILL.md and the folder at commit 586b305. 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
Shell commands in SKILL.md call:
kubectlhelmaz
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use kubectl, helm and az, which can reach the network depending on how they are called.
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
Multiline Validation loads about 2.5k tokens when it runs. Until then it costs about 121 tokens; SKILL.md has 952 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 952 words (~2,518 tokens).
“Validates that an ama-logs image change preserves (or improves) multi-line log stitching behavior across Java, Python, Go, and .NET stack traces on both Linux and Windows. Produces a per-language, per-OS A/B comparison table that shows whether the NEW image produces…”
- name
- multiline-validation
- argument-hint
- Provide cluster name, OLD image tag, NEW image tag, and helm release name
Files
Just SKILL.md in .github/skills/multiline-validation of microsoft/Docker-Provider.
Open the folder on GitHubat commit 586b305
Compare with similar skills
Multiline Validation 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 |
|---|---|---|---|---|---|---|
| Multiline Validation this skillmicrosoft/Docker-Provider | 173 | — | ~2.5k | Automated safety check: Pass | Custom licence | |
| Helm Chart ScaffoldingCybereason-Public/owLSM | 280 | 12 repos | ~381 | Automated safety check: Pass | GPL-2.0 | |
| Image Managementdotnet/dotnet-docker | 4.9k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Aks Deployment Skilltimothywarner/chatgptclass | 143 | — | ~916 | Automated safety check: Pass | Custom licence | |
| Build Imageskubernetes-sigs/cloud-provider-azure | 294 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Azure Diagnosticsmicrosoft/GitHub-Copilot-for-Azure | 255 | 1 repos | ~1.6k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Multiline Validation
What does Multiline Validation do?
Validate multi-line log stitching behavior for an ama-logs image change. Multiline Validation is an agent skill from microsoft/Docker-Provider, published by the product's own GitHub organization. Validate multi-line log stitching behavior for an ama-logs image change.
When should I use Multiline Validation?
Multiline Validation fits situations like: : validating a fluent-bit upgrade; validating a parser/configmap change; comparing multiline stitching between two images; multi-line A/B test.
How do I install Multiline Validation in Claude Code?
Run `npx skills add microsoft/Docker-Provider --skill multiline-validation -a claude-code`. Or copy the skill folder (.github/skills/multiline-validation in microsoft/Docker-Provider) into .claude/skills/multiline-validation in your project. Claude Code loads it when a task matches its description.
How do I install Multiline Validation in Codex?
Run `npx skills add microsoft/Docker-Provider --skill multiline-validation -a codex`. Or copy the skill folder (.github/skills/multiline-validation in microsoft/Docker-Provider) into .agents/skills/multiline-validation in your project. Codex loads it when a task matches its description.
Can I use Multiline Validation 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 microsoft/Docker-Provider --skill multiline-validation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/multiline-validation, .gemini/skills/multiline-validation, .github/skills/multiline-validation and .opencode/skills/multiline-validation in your project.
What does Multiline Validation need to run?
Going by SKILL.md and its folder, Multiline Validation needs the command-line tools its instructions call (kubectl, helm and az). Our summary lists: Docker.
Does Multiline Validation 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 Multiline Validation 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 Multiline Validation use?
Multiline Validation has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Multiline Validation use?
About 2.5k tokens (SKILL.md is roughly 10k 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 Multiline Validation?
Skills that share tags, products or a category with Multiline Validation: Helm Chart Scaffolding (Cybereason-Public/owLSM, 280 stars), Image Management (dotnet/dotnet-docker, 4.9k stars), Aks Deployment Skill (timothywarner/chatgptclass, 143 stars) and Build Images (kubernetes-sigs/cloud-provider-azure, 294 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Multiline Validation?
microsoft (a GitHub organization, an official publisher) maintains it in microsoft/Docker-Provider, which has 173 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 6, 2026.
Source: microsoft/Docker-Provider on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.