MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Update existing platform documentation with automatic gap detection in openshift/enhancements
$ npx skills add openshift-eng/ai-helpers --skill update-platform-docs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install openshift-eng/ai-helpers update-platform-docs --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/openshift-eng/ai-helpers.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/agentic-docs/skills/update-platform-docs .claude/skills/update-platform-docs && 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 "update-platform-docs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/agentic-docs/skills/update-platform-docs into .claude/skills/update-platform-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-platform-docs", 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/openshift-eng/ai-helpers/tree/main/plugins/agentic-docs/skills/update-platform-docsType 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 openshift-eng/ai-helpers --skill update-platform-docs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install openshift-eng/ai-helpers update-platform-docs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openshift-eng/ai-helpers.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/agentic-docs/skills/update-platform-docs .agents/skills/update-platform-docs && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "update-platform-docs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/agentic-docs/skills/update-platform-docs into .agents/skills/update-platform-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-platform-docs", 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 openshift-eng/ai-helpers --skill update-platform-docs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install openshift-eng/ai-helpers update-platform-docs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openshift-eng/ai-helpers.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/agentic-docs/skills/update-platform-docs .cursor/skills/update-platform-docs && 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 "update-platform-docs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/agentic-docs/skills/update-platform-docs into .cursor/skills/update-platform-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-platform-docs", 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/openshift-eng/ai-helpers.git --path plugins/agentic-docs/skills/update-platform-docs--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 openshift-eng/ai-helpers --skill update-platform-docs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install openshift-eng/ai-helpers update-platform-docs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openshift-eng/ai-helpers.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/agentic-docs/skills/update-platform-docs .gemini/skills/update-platform-docs && 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 "update-platform-docs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/agentic-docs/skills/update-platform-docs into .gemini/skills/update-platform-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-platform-docs", 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 openshift-eng/ai-helpers update-platform-docsInstalls 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 openshift-eng/ai-helpers --skill update-platform-docs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/openshift-eng/ai-helpers.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/agentic-docs/skills/update-platform-docs .github/skills/update-platform-docs && 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 "update-platform-docs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/agentic-docs/skills/update-platform-docs into .github/skills/update-platform-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-platform-docs", 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 openshift-eng/ai-helpers --skill update-platform-docs -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install openshift-eng/ai-helpers update-platform-docs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openshift-eng/ai-helpers.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/agentic-docs/skills/update-platform-docs .opencode/skills/update-platform-docs && 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 "update-platform-docs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/agentic-docs/skills/update-platform-docs into .opencode/skills/update-platform-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-platform-docs", 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.
update-platform-docsUpdate existing platform documentation with automatic gap detection in openshift/enhancements
Update Platform Docs is an agent skill from openshift-eng/ai-helpers. Update existing platform documentation with automatic gap detection in openshift/enhancements
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts (for example `scripts/discover.sh`, `scripts/gap-detection.sh` and `scripts/validate.sh`).
It sits in Agent Workflows. The repository describes itself as: Developer productivity tools for Claude Code & other AI assistants. The licence is Apache-2.0.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit a627176. It shows what the files ask for, not the result of running them.
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.
Ships 3 files in scripts/ (Shell), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Update Platform Docs loads about 2.9k tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 1,050 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.
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); the scripts in this folder are not scanned.
The full file from openshift-eng/ai-helpers at commit a627176, republished under its Apache-2.0 licence (© openshift-eng). 1,050 words, ~2,856 tokens.
.claude/skills/update-platform-docs/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.Incrementally update existing AI-optimized platform documentation in openshift/enhancements/ai-docs/ without regenerating everything.
Features:
Use when:
Don't use when:
SKILL.md. Resolve all scripts/ and templates/ paths relative to it. Do not search a plugin cache or assume the repository is the current directory.REPO_PATH="${provided_path:-$PWD}"scripts/discover.sh with "$REPO_PATH"scripts/gap-detection.sh with "$REPO_PATH"Based on user request, perform ONE OR MORE of:
platform/operator-patterns/platform/operator-patterns/index.mdAGENTS.md navigation if neededtemplates/operator-pattern-template.md for structuredomain/kubernetes/ or domain/openshift/domain/*/index.mdAGENTS.md navigation if neededtemplates/domain-concept-template.md for structurepractices/*/practices/*/index.mdAGENTS.md navigation if neededtemplates/practice-template.md for structuredecisions/adr-NNNN-*.mddecisions/index.mdAGENTS.md navigation if neededtemplates/adr-template.md for structureworkflows/ (e.g., exec-plans/)workflows/index.mdAGENTS.md navigation if neededAGENTS.mdscripts/validate.sh with "$REPO_PATH"User request: "Add RBAC patterns to operator patterns"
Actions:
platform/operator-patterns/rbac.md using pattern templateplatform/operator-patterns/index.mdAGENTS.md under "Standard Operator Patterns"User request: "Add exec-plans guidance to workflows"
Actions:
workflows/exec-plans/ directoryworkflows/exec-plans/README.md from templateworkflows/exec-plans/template.md from templateworkflows/index.md with new sectionAGENTS.md under "Workflows"User request: "Add link to new ADR in AGENTS.md"
Actions:
AGENTS.mdUser request: "Add security practices section with STRIDE and secrets handling"
Actions:
practices/security/threat-modeling.mdpractices/security/secrets.mdpractices/security/index.mdAGENTS.md under "Engineering Practices"MUST follow these conventions:
index.md NOT README.md (exception: exec-plans/README.md)adr-NNNN- prefix (4 digits with leading zeros)templates/Verification Requirements: API/CRD claims link to github.com/openshift/api or kubernetes/apimachinery; pattern claims link to implementations; version/convention claims verified in actual repos (3+ samples); architectural claims link to enhancements/ADRs
- [filename.md](filename.md) - Brief descriptionAfter updates, verify:
✅ New files use correct naming conventions ✅ Index files updated with new entries ✅ AGENTS.md updated if needed (and 100-200 lines) ✅ Internal links work ✅ Files follow reference style (tables, checklists) ✅ No duplication of dev-guide/guidelines content
Automatic workflow:
Gap categories scanned:
User chooses:
/update-platform-docs
# Automatic gap detection runs:
🔍 Scanning ai-docs/ for gaps...
## Platform Patterns
Missing:
- platform/operator-patterns/webhooks.md
- platform/operator-patterns/finalizers.md
## Workflows
Missing:
- workflows/exec-plans/README.md
- workflows/exec-plans/template.md
📊 Summary: 4 missing files detected
# User selects:
"Fill all gaps" OR "Fill exec-plans only" OR "Custom: add observability practices"
# Actions: Creates missing files, updates indexes, validates/update-platform-docs
# User: "Add exec-plans guidance to workflows"
# Actions:
mkdir -p ai-docs/workflows/exec-plans
# Create README.md from template
# Create template.md from template
# Update workflows/index.md
# Update AGENTS.md
# Update create-structure.sh
# Validate/update-platform-docs
# User: "Add webhooks pattern to operator patterns"
# Actions:
# Create platform/operator-patterns/webhooks.md from template
# Update platform/operator-patterns/index.md
# Update AGENTS.md (add link to webhooks)
# Validate/update-platform-docs
# User: "Add conversion webhooks section to webhooks.md"
# Actions:
# Read platform/operator-patterns/webhooks.md
# Add new section with conversion webhook guidance
# Validate (check line count, style)/update-platform-docs [--path <repository-path>]Arguments:
--path <repository-path>: Path to enhancements repository (default: current directory)Before running:
✅ Platform Documentation Updated
Repository: /path/to/enhancements
Changes:
✅ Created: ai-docs/workflows/exec-plans/README.md
✅ Created: ai-docs/workflows/exec-plans/template.md
✅ Updated: ai-docs/workflows/index.md
✅ Updated: AGENTS.md (added exec-plans link)
Validation:
✅ File naming conventions correct
✅ Index files updated
✅ AGENTS.md: 192 lines (target: ≤200)
✅ Internal links valid
✅ Reference style maintained
Next Steps:
1. Review changes
2. Run: git add ai-docs/ AGENTS.md
3. Run: git commit -m "Add exec-plans workflow guidance"Wrong: Adding verbose descriptions to AGENTS.md Right: Keep compressed, table-based navigation only
Wrong: Creating new file without updating parent index.md Right: Always update corresponding index.md
Wrong: Creating README.md (except in exec-plans/) or adr-1-topic.md
Right: Use index.md (or exec-plans/README.md as exception) and adr-0001-topic.md
Wrong: Copying content from dev-guide/guidelines Right: Link to authoritative source or reformat for AI agents
Wrong: Patterns from memory, API fields without checking github.com/openshift/api, unverified conventions Right: Verify in actual code, link to type definitions (k8s/apimachinery, openshift/api), check multiple repos for patterns
/component-docs - Create component documentation© openshift-eng, 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
SKILL.md and 7 other files (scripts) in plugins/agentic-docs/skills/update-platform-docs of openshift-eng/ai-helpers.
Open the folder on GitHubat commit a627176
Update Platform Docs 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 |
|---|---|---|---|---|---|---|
| Update Platform Docs this skillopenshift-eng/ai-helpers | 120 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server Builderanthropics/skills | 180k | 62 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 37k | 11 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 34 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 296k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 37k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
anthropics/claude-plugins-official
Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.
farm-fe/farm
A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
openshift-eng/ai-helpers
Find and independently validate actionable reliability defects across OpenShift release jobs and presubmits, then export portable issue handoffs.
openshift-eng/ai-helpers
Fetch and address all PR review comments — categorize by priority, make code changes, post replies, and push.
openshift-eng/ai-helpers
Categorize Jira issues into Red Hat Sankey Activity Type categories using MCP Jira tools.
openshift-eng/ai-helpers
Decide whether a GitHub PR has unanswered authorized review comments or new required CI failures worth a follow-up agent.
openshift-eng/ai-helpers
Analyze OpenShift must-gather diagnostic data including cluster operators, pods, nodes, and network components.
openshift-eng/ai-helpers
Schema for the autodl JSON data file produced by payload-analysis for database ingestion — you must use this skill whenever generating the autodl JSON file
Categories
Update existing platform documentation with automatic gap detection in openshift/enhancements. Update Platform Docs is an agent skill from openshift-eng/ai-helpers.
Update Platform Docs fits situations like: agent Workflows work in your project.
Run `npx skills add openshift-eng/ai-helpers --skill update-platform-docs -a claude-code`. Or copy the skill folder (plugins/agentic-docs/skills/update-platform-docs in openshift-eng/ai-helpers) into .claude/skills/update-platform-docs in your project. Claude Code loads it when a task matches its description.
Run `npx skills add openshift-eng/ai-helpers --skill update-platform-docs -a codex`. Or copy the skill folder (plugins/agentic-docs/skills/update-platform-docs in openshift-eng/ai-helpers) into .agents/skills/update-platform-docs in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add openshift-eng/ai-helpers --skill update-platform-docs -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/update-platform-docs, .gemini/skills/update-platform-docs, .github/skills/update-platform-docs and .opencode/skills/update-platform-docs in your project.
Going by SKILL.md and its folder, Update Platform Docs needs a shell for the scripts in its folder. Our summary lists: A Bash shell.
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.
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Update Platform Docs 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.
About 2.9k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Update Platform Docs: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 37k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
openshift-eng (a GitHub organization) maintains it in openshift-eng/ai-helpers, which has 120 GitHub stars. The repository holds 118 skills in this directory. The repository was last updated on October 6, 2026.
Source: openshift-eng/ai-helpers on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.