KubeSphere Multi-Tenant Management
kubesphere/kubesphere
Creates and queries KubeSphere users, workspaces and projects and assigns built-in roles, defaulting to least privilege and never deleting anything.
OpenSpec context documentation policy: keep requirements in spec.md and capture narrative context in context/overview/rationale docs under openspec/specs.
Install Openspec Context Docs
$ npx skills add aafqaq/codex-lb-enhanced --skill openspec-context-docs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aafqaq/codex-lb-enhanced openspec-context-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/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/openspec-context-docs .claude/skills/openspec-context-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 "openspec-context-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openspec-context-docs into .claude/skills/openspec-context-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openspec-context-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/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openspec-context-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 aafqaq/codex-lb-enhanced --skill openspec-context-docs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aafqaq/codex-lb-enhanced openspec-context-docs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/openspec-context-docs .agents/skills/openspec-context-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 "openspec-context-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openspec-context-docs into .agents/skills/openspec-context-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openspec-context-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 aafqaq/codex-lb-enhanced --skill openspec-context-docs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aafqaq/codex-lb-enhanced openspec-context-docs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/openspec-context-docs .cursor/skills/openspec-context-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 "openspec-context-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openspec-context-docs into .cursor/skills/openspec-context-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openspec-context-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/aafqaq/codex-lb-enhanced.git --path .agents/skills/openspec-context-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 aafqaq/codex-lb-enhanced --skill openspec-context-docs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aafqaq/codex-lb-enhanced openspec-context-docs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/openspec-context-docs .gemini/skills/openspec-context-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 "openspec-context-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openspec-context-docs into .gemini/skills/openspec-context-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openspec-context-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 aafqaq/codex-lb-enhanced openspec-context-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 aafqaq/codex-lb-enhanced --skill openspec-context-docs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/openspec-context-docs .github/skills/openspec-context-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 "openspec-context-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openspec-context-docs into .github/skills/openspec-context-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openspec-context-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 aafqaq/codex-lb-enhanced --skill openspec-context-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 aafqaq/codex-lb-enhanced openspec-context-docs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aafqaq/codex-lb-enhanced.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/openspec-context-docs .opencode/skills/openspec-context-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 "openspec-context-docs" agent skill from https://github.com/aafqaq/codex-lb-enhanced/tree/main/.agents/skills/openspec-context-docs into .opencode/skills/openspec-context-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openspec-context-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.
Facts
- Skill name
openspec-context-docs- GitHub stars
- 102
- Token cost
- ~505 tokens
- SKILL.md length
- 199 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- MIT
At a glance
OpenSpec context documentation policy: keep requirements in spec.md and capture narrative context in context/overview/rationale docs under openspec/specs.
- Works in 2 steps: spec.md = normative, testable… → Context docs = narrative and operational…
- Updating OpenSpec docs
- SKILL.md covers When to use, Core rule: two-layer docs, Locations and Detail prompts (add depth…, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Openspec Context Docs is an agent skill from aafqaq/codex-lb-enhanced. OpenSpec context documentation policy: keep requirements in spec.md and capture narrative context in context/overview/rationale docs under openspec/specs. Use when creating or updating OpenSpec docs, spec context, or onboarding/guide documentation.
Its SKILL.md is about 510 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. The repository describes itself as: Production-ready Codex-compatible account-pool gateway with seamless failover, full-session recovery, native quota headers, WebSocket/HTTP bridge, and observability. The licence is MIT.
When your agent uses it
- Updating OpenSpec docs
- Onboarding/guide documentation
Example prompts
- “/openspec-context-docs”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- spec.md = normative, testable requirements (SHALL/MUST + scenarios).
- Context docs = narrative and operational detail that helps humans understand and apply the spec.
What it can do on your machine
Read from SKILL.md and the folder at commit c0e9e18. 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
Openspec Context Docs loads about 505 tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 199 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
The full file from aafqaq/codex-lb-enhanced at commit c0e9e18, republished under its MIT licence (© aafqaq). 199 words, ~505 tokens.
Download SKILL.mdSave it as
.claude/skills/openspec-context-docs/SKILL.md (or your agent's skills folder).- name
- openspec-context-docs
- description
- OpenSpec context documentation policy: keep requirements in spec.md and capture narrative context in context/overview/rationale docs under openspec/specs. Use when creating or updating OpenSpec docs, spec context, or onboarding/guide documentation.
OpenSpec Context Docs
When to use
- Writing or updating OpenSpec documentation (specs, onboarding, guide, change artifacts).
- A spec is complete but readers lack background, rationale, examples, or operational notes.
- You need to preserve rich context without weakening SSOT.
Core rule: two-layer docs
spec.md= normative, testable requirements (SHALL/MUST + scenarios).- Context docs = narrative and operational detail that helps humans understand and apply the spec.
Locations
- Main specs:
openspec/specs/<capability>/spec.md(requirements)openspec/specs/<capability>/context.md(preferred)
- Optional split (if context grows):
overview.md,rationale.md,examples.md,ops.mdinside the same capability folder.
- Change-level notes (working context):
openspec/changes/<change>/context.mdornotes.md
Detail prompts (add depth without forcing a template)
Include at least 4 of these in context docs:
- Purpose / scope / non-goals
- Decision rationale + alternatives considered
- Constraints (security, performance, policy)
- Failure modes / edge cases
- Example request/response, data shape, or user flow
- Operational notes (rollout, monitoring, runbooks)
- Links to related specs/contracts
Sync rule
- After implementation/verification, promote stable context from change notes into the main context docs.
- Do not duplicate normative requirements in context docs; link back to
spec.md. - Never create or update a
docs/directory; keep everything underopenspec/.
Prompt snippet
"Keep spec.md strictly for requirements. Add/update context.md with purpose, decisions, constraints, failure modes, and at least one concrete example."
© aafqaq, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .agents/skills/openspec-context-docs of aafqaq/codex-lb-enhanced.
Open the folder on GitHubat commit c0e9e18
Compare with similar skills
Openspec Context 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 |
|---|---|---|---|---|---|---|
| Openspec Context Docs this skillaafqaq/codex-lb-enhanced | 102 | — | ~505 | Automated safety check: Pass | MIT | |
| KubeSphere Multi-Tenant Managementkubesphere/kubesphere | 17k | — | ~3.1k | Automated safety check: Pass | Custom licence | |
| Triage Codacynetdata/netdata | 81k | — | ~2.2k | Automated safety check: Notes | GPL-3.0 | |
| Azure PricingAzure/Copilot-Studio-and-Azure | 110 | 3 repos | ~2.4k | Automated safety check: Pass | MIT | |
| NGINX Ingress Policy CRD Guidenginx/kubernetes-ingress | 5.1k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| ArvanCloud API Operatorerfnzdeh/arvancloud-agent-skill | 135 | — | ~3.9k | Automated safety check: Pass | MIT |
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NGINX Ingress Policy CRD Guide
nginx/kubernetes-ingress
Step-by-step checklist for adding a new Policy CRD type to the NGINX Ingress Controller, from the Go types and validation to config generation and templates.
ArvanCloud API Operator
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Drives ArvanCloud's REST APIs for CDN, DNS, cloud servers, object storage and more, with helper scripts for calls, account inventory and certificates.
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Categories
Questions about Openspec Context Docs
What does Openspec Context Docs do?
OpenSpec context documentation policy: keep requirements in spec.md and capture narrative context in context/overview/rationale docs under openspec/specs. Openspec Context Docs is an agent skill from aafqaq/codex-lb-enhanced.md and capture narrative context in context/overview/rationale docs under openspec/specs.
When should I use Openspec Context Docs?
Openspec Context Docs fits situations like: updating OpenSpec docs; onboarding/guide documentation.
How do I install Openspec Context Docs in Claude Code?
Run `npx skills add aafqaq/codex-lb-enhanced --skill openspec-context-docs -a claude-code`. Or copy the skill folder (.agents/skills/openspec-context-docs in aafqaq/codex-lb-enhanced) into .claude/skills/openspec-context-docs in your project. Claude Code loads it when a task matches its description.
How do I install Openspec Context Docs in Codex?
Run `npx skills add aafqaq/codex-lb-enhanced --skill openspec-context-docs -a codex`. Or copy the skill folder (.agents/skills/openspec-context-docs in aafqaq/codex-lb-enhanced) into .agents/skills/openspec-context-docs in your project. Codex loads it when a task matches its description.
Can I use Openspec Context Docs 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 aafqaq/codex-lb-enhanced --skill openspec-context-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/openspec-context-docs, .gemini/skills/openspec-context-docs, .github/skills/openspec-context-docs and .opencode/skills/openspec-context-docs in your project.
What does Openspec Context Docs need to run?
SKILL.md names no scripts, command-line tools or credentials: Openspec Context Docs is instructions for the agent only.
Does Openspec Context Docs 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 Openspec Context Docs 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 Openspec Context Docs use?
Openspec Context Docs is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Openspec Context Docs use?
About 505 tokens (SKILL.md is roughly 2k 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 Openspec Context Docs?
Skills that share tags, products or a category with Openspec Context Docs: KubeSphere Multi-Tenant Management (kubesphere/kubesphere, 17k stars), Triage Codacy (netdata/netdata, 81k stars), Azure Pricing (Azure/Copilot-Studio-and-Azure, 110 stars) and NGINX Ingress Policy CRD Guide (nginx/kubernetes-ingress, 5.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Openspec Context Docs?
aafqaq (a GitHub user) maintains it in aafqaq/codex-lb-enhanced, which has 102 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 5, 2026.
Source: aafqaq/codex-lb-enhanced on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.