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.
Guidelines for documenting reusable patterns discovered during work.
Install Document Learnings
$ npx skills add pando85/kaniop --skill document-learnings -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install pando85/kaniop document-learnings --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/pando85/kaniop.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.opencode/skills/document-learnings .claude/skills/document-learnings && 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 "document-learnings" agent skill from https://github.com/pando85/kaniop/tree/master/.opencode/skills/document-learnings into .claude/skills/document-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-learnings", 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/pando85/kaniop/tree/master/.opencode/skills/document-learningsType 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 pando85/kaniop --skill document-learnings -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install pando85/kaniop document-learnings --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pando85/kaniop.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.opencode/skills/document-learnings .agents/skills/document-learnings && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "document-learnings" agent skill from https://github.com/pando85/kaniop/tree/master/.opencode/skills/document-learnings into .agents/skills/document-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-learnings", 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 pando85/kaniop --skill document-learnings -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install pando85/kaniop document-learnings --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pando85/kaniop.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.opencode/skills/document-learnings .cursor/skills/document-learnings && 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 "document-learnings" agent skill from https://github.com/pando85/kaniop/tree/master/.opencode/skills/document-learnings into .cursor/skills/document-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-learnings", 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/pando85/kaniop.git --path .opencode/skills/document-learnings--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 pando85/kaniop --skill document-learnings -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install pando85/kaniop document-learnings --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pando85/kaniop.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.opencode/skills/document-learnings .gemini/skills/document-learnings && 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 "document-learnings" agent skill from https://github.com/pando85/kaniop/tree/master/.opencode/skills/document-learnings into .gemini/skills/document-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-learnings", 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 pando85/kaniop document-learningsInstalls 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 pando85/kaniop --skill document-learnings -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/pando85/kaniop.git skills-src && mkdir -p .github/skills && cp -r skills-src/.opencode/skills/document-learnings .github/skills/document-learnings && 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 "document-learnings" agent skill from https://github.com/pando85/kaniop/tree/master/.opencode/skills/document-learnings into .github/skills/document-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-learnings", 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 pando85/kaniop --skill document-learnings -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install pando85/kaniop document-learnings --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pando85/kaniop.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.opencode/skills/document-learnings .opencode/skills/document-learnings && 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 "document-learnings" agent skill from https://github.com/pando85/kaniop/tree/master/.opencode/skills/document-learnings into .opencode/skills/document-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "document-learnings", 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
document-learnings- GitHub stars
- 130
- Token cost
- ~501 tokens
- SKILL.md length
- 187 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- AGPL-3.0
At a glance
Guidelines for documenting reusable patterns discovered during work.
- Completing tasks that reveal non-obvious workflows
- SKILL.md covers Purpose, When to Document, When NOT to Document and Where to Put Documentation, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Project conventions
What it does
Document Learnings is an agent skill from pando85/kaniop. Guidelines for documenting reusable patterns discovered during work. Use when completing tasks that reveal non-obvious workflows or project conventions.
Its SKILL.md is about 500 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. It works with Kubernetes. The repository describes itself as: Kubernetes operator for managing Kanidm. The licence is AGPL-3.0.
When your agent uses it
- Completing tasks that reveal non-obvious workflows
- Project conventions
Example prompts
- “Use the document-learnings skill to guideline for documenting reusable patterns discovered during work”
- “/document-learnings”
What it can do on your machine
Read from SKILL.md and the folder at commit 768ac0b. 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
Document Learnings loads about 501 tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 187 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 pando85/kaniop at commit 768ac0b, republished under its AGPL-3.0 licence (© pando85). 187 words, ~501 tokens.
Download SKILL.mdSave it as
.claude/skills/document-learnings/SKILL.md (or your agent's skills folder).- name
- document-learnings
- description
- Guidelines for documenting reusable patterns discovered during work. Use when completing tasks that reveal non-obvious workflows or project conventions.
Purpose
Capture reusable knowledge so future sessions avoid repeated debugging and rediscovery.
When to Document
- After discovering a required workflow with multiple mandatory steps
- After fixing a non-obvious bug or uncovering a subtle constraint
- After establishing a new pattern or convention
- After the user corrects the model's approach — this reveals the user's preferred way of working
- When the user asks to document learnings
When NOT to Document
- Obvious or standard practices
- One-off debugging that won't recur
- Information already well-covered in existing docs
Where to Put Documentation
| Scope | Location |
|---|---|
| Public user documentation | Documentation/src/ |
| Architecture decisions | docs/adr/NNNN-*.md and docs/adr/README.md |
| Durable intent, specification, and plan | intent/<work-item>/{intent,spec,plan}.md |
| Project-specific agent workflows | .opencode/skills/<name>/SKILL.md |
| Short reference needed every invocation | AGENTS.md |
| Reproducible agent regression | evals/cases/<name>/ |
Skill File Format
---
name: skill-name
description: Short description. Use when ...
---
## Purpose
What this skill covers.
## Instructions
### 1. Step One
Specific, actionable steps with code examples.
## Common Pitfalls
| Pitfall | Fix |
|---------|-----|
| ... | ... |Tips
- Keep skill descriptions actionable
- Include code examples and common pitfalls tables
- Commit skills to the repo so the whole team benefits
- Pay special attention when the user corrects or refines the model's output — that feedback encodes the user's standards and preferences for this project
- Document the "why" behind conventions, not just the "what" — e.g., why a checklist exists, what goes wrong if a step is skipped
© pando85, AGPL-3.0. 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 .opencode/skills/document-learnings of pando85/kaniop.
Open the folder on GitHubat commit 768ac0b
Compare with similar skills
Document Learnings 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 |
|---|---|---|---|---|---|---|
| Document Learnings this skillpando85/kaniop | 130 | — | ~501 | Automated safety check: Pass | AGPL-3.0 | |
| KubeSphere Multi-Tenant Managementkubesphere/kubesphere | 17k | 1 repos | ~3.1k | Automated safety check: Pass | Custom licence | |
| Azure Diagnosticsmicrosoft/azure-skills | 1.5k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Kubeshark Installerkubeshark/kubeshark | 12k | — | ~3.6k | Automated safety check: Notes | Apache-2.0 | |
| Sim Helmsimstudioai/sim | 30k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| Helm Chart ScaffoldingCybereason-Public/owLSM | 280 | 13 repos | ~381 | Automated safety check: Pass | GPL-2.0 |
Similar skills
- Official
Azure Diagnostics
microsoft/azure-skills
Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage.
Kubeshark Installer
kubeshark/kubeshark
Installs and configures Kubeshark on a Kubernetes cluster, choosing between the quick CLI path and a Helm install with custom values.
Sim Helm
simstudioai/sim
Install, upgrade, and operate the Sim Helm chart on Kubernetes.
Helm Chart Scaffolding
Cybereason-Public/owLSM
Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.
Kubeshark KFL2 Filter Reference
kubeshark/kubeshark
Syntax reference for KFL2, the CEL-based display filter language used to search Kubernetes network traffic captured by Kubeshark, loaded before any filter is written.
More from pando85/kaniop
Helm Chart
pando85/kaniop
Guidelines for modifying the Helm chart. An agent skill from pando85/kaniop.
Kaniop Development
pando85/kaniop
Kaniop architecture, Rust controller conventions, commands, testing, and repository workflows.
Release
pando85/kaniop
Prepare and publish a new release. An agent skill from pando85/kaniop.
Grafana Dashboard
pando85/kaniop
Improve and validate the Kaniop Grafana dashboard against repository metrics and the grigri live cluster.
Related
Works with
Categories
Questions about Document Learnings
What does Document Learnings do?
Guidelines for documenting reusable patterns discovered during work. Document Learnings is an agent skill from pando85/kaniop. Guidelines for documenting reusable patterns discovered during work.
When should I use Document Learnings?
Document Learnings fits situations like: completing tasks that reveal non-obvious workflows; project conventions.
How do I install Document Learnings in Claude Code?
Run `npx skills add pando85/kaniop --skill document-learnings -a claude-code`. Or copy the skill folder (.opencode/skills/document-learnings in pando85/kaniop) into .claude/skills/document-learnings in your project. Claude Code loads it when a task matches its description.
How do I install Document Learnings in Codex?
Run `npx skills add pando85/kaniop --skill document-learnings -a codex`. Or copy the skill folder (.opencode/skills/document-learnings in pando85/kaniop) into .agents/skills/document-learnings in your project. Codex loads it when a task matches its description.
Can I use Document Learnings 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 pando85/kaniop --skill document-learnings -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/document-learnings, .gemini/skills/document-learnings, .github/skills/document-learnings and .opencode/skills/document-learnings in your project.
What does Document Learnings need to run?
SKILL.md names no scripts, command-line tools or credentials: Document Learnings is instructions for the agent only.
Does Document Learnings 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 Document Learnings 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 Document Learnings use?
Document Learnings is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Document Learnings use?
About 501 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 Document Learnings?
Skills that share tags, products or a category with Document Learnings: KubeSphere Multi-Tenant Management (kubesphere/kubesphere, 17k stars), Azure Diagnostics (microsoft/azure-skills, 1.5k stars), Kubeshark Installer (kubeshark/kubeshark, 12k stars) and Sim Helm (simstudioai/sim, 30k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Document Learnings?
pando85 (a GitHub user) maintains it in pando85/kaniop, which has 130 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 7, 2026.
Source: pando85/kaniop on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.