Install Anti-Slop Oxlint Rules
dmmulroy/anti-slop
Installs, updates or migrates the vendored anti-slop Oxlint plugin in a repository, keeping local rule changes and the plugin's license and provenance files.
Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction.
Install Principle Encode Lessons In Structure
$ npx skills add cursor/plugins --skill principle-encode-lessons-in-structure -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install cursor/plugins principle-encode-lessons-in-structure --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/cursor/plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/pstack/skills/principle-encode-lessons-in-structure .claude/skills/principle-encode-lessons-in-structure && 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 "principle-encode-lessons-in-structure" agent skill from https://github.com/cursor/plugins/tree/main/pstack/skills/principle-encode-lessons-in-structure into .claude/skills/principle-encode-lessons-in-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "principle-encode-lessons-in-structure", 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/cursor/plugins/tree/main/pstack/skills/principle-encode-lessons-in-structureType 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 cursor/plugins --skill principle-encode-lessons-in-structure -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install cursor/plugins principle-encode-lessons-in-structure --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cursor/plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/pstack/skills/principle-encode-lessons-in-structure .agents/skills/principle-encode-lessons-in-structure && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "principle-encode-lessons-in-structure" agent skill from https://github.com/cursor/plugins/tree/main/pstack/skills/principle-encode-lessons-in-structure into .agents/skills/principle-encode-lessons-in-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "principle-encode-lessons-in-structure", 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 cursor/plugins --skill principle-encode-lessons-in-structure -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install cursor/plugins principle-encode-lessons-in-structure --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cursor/plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/pstack/skills/principle-encode-lessons-in-structure .cursor/skills/principle-encode-lessons-in-structure && 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 "principle-encode-lessons-in-structure" agent skill from https://github.com/cursor/plugins/tree/main/pstack/skills/principle-encode-lessons-in-structure into .cursor/skills/principle-encode-lessons-in-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "principle-encode-lessons-in-structure", 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/cursor/plugins.git --path pstack/skills/principle-encode-lessons-in-structure--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 cursor/plugins --skill principle-encode-lessons-in-structure -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install cursor/plugins principle-encode-lessons-in-structure --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cursor/plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/pstack/skills/principle-encode-lessons-in-structure .gemini/skills/principle-encode-lessons-in-structure && 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 "principle-encode-lessons-in-structure" agent skill from https://github.com/cursor/plugins/tree/main/pstack/skills/principle-encode-lessons-in-structure into .gemini/skills/principle-encode-lessons-in-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "principle-encode-lessons-in-structure", 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 cursor/plugins principle-encode-lessons-in-structureInstalls 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 cursor/plugins --skill principle-encode-lessons-in-structure -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/cursor/plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/pstack/skills/principle-encode-lessons-in-structure .github/skills/principle-encode-lessons-in-structure && 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 "principle-encode-lessons-in-structure" agent skill from https://github.com/cursor/plugins/tree/main/pstack/skills/principle-encode-lessons-in-structure into .github/skills/principle-encode-lessons-in-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "principle-encode-lessons-in-structure", 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 cursor/plugins --skill principle-encode-lessons-in-structure -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install cursor/plugins principle-encode-lessons-in-structure --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cursor/plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/pstack/skills/principle-encode-lessons-in-structure .opencode/skills/principle-encode-lessons-in-structure && 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 "principle-encode-lessons-in-structure" agent skill from https://github.com/cursor/plugins/tree/main/pstack/skills/principle-encode-lessons-in-structure into .opencode/skills/principle-encode-lessons-in-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "principle-encode-lessons-in-structure", 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
principle-encode-lessons-in-structure- GitHub stars
- 10k
- Used in
- 8 other repos
- Token cost
- ~553 tokens
- SKILL.md length
- 290 words
- Files
- 1
- Skills in repo
- 99
- Repo updated
- First seen
- Licence
- None found
At a glance
Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction.
- Works in 3 steps: Ask: can this be a lint rule, a metadata… → If yes, encode it. Delete the instruction → If no (requires judgment), make the…
- Tasks that involve Linting and formatting
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Principle Encode Lessons In Structure is an agent skill from cursor/plugins, published by the product's own GitHub organization. Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text.
Its SKILL.md is about 550 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 Development, covering Linting and formatting. The repository describes itself as: Cursor plugin specification and official plugins.
When your agent uses it
- Tasks that involve Linting and formatting
Example prompts
- “/principle-encode-lessons-in-structure”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Ask: can this be a lint rule, a metadata flag, a runtime check, or a script?
- If yes, encode it. Delete the instruction
- If no (requires judgment), make the instruction more prominent and add an example of the failure mode
What it can do on your machine
Read from SKILL.md and the folder at commit 9f451cf. 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
Principle Encode Lessons In Structure loads about 553 tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 290 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 290 words (~553 tokens).
“Encode recurring fixes in mechanisms (tools, code, metadata, automation) instead of textual instructions. Every error, human correction, and unexpected outcome is a learning signal. Capture it, route it, and close the loop.”
- name
- principle-encode-lessons-in-structure
- disable-model-invocation
- true
Files
Just SKILL.md in pstack/skills/principle-encode-lessons-in-structure of cursor/plugins.
Open the folder on GitHubat commit 9f451cf
Used in 8 other repositories
We found 8 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 8 other GitHub owners. This page covers the copy in cursor/plugins, which our catalogue first saw on October 7, 2026.
- chmonitor/chmonitor.claude/skills/pstack/upstream/skills/principle-encode-lessons-in-structure
- Sma1lboy/rove.agents/skills/pstack/skills/principle-encode-lessons-in-structure
- michael-denyer/pstack-claudeplugins/pstack/skills/principle-encode-lessons-in-structure
- backnotprop/pstackskills/principle-encode-lessons-in-structure
- tellahq/opensession.agents/skills/pstack-suite/skills/principle-encode-lessons-in-structure
- am-will/gooey-pi.agents/skills/pstack/principle-encode-lessons-in-structure
- jtaroreh/agystackskills/principle-encode-lessons-in-structure
- uzairansaruzi/p3-stackskills/principle-encode-lessons-in-structure
Compare with similar skills
Principle Encode Lessons In Structure 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 |
|---|---|---|---|---|---|---|
| Principle Encode Lessons In Structure this skillcursor/plugins | 10k | 8 repos | ~553 | Automated safety check: Pass | None | |
| Install Anti-Slop Oxlint Rulesdmmulroy/anti-slop | 5.2k | — | ~2.2k | Automated safety check: Pass | MIT | |
| Babysit PR To Pass CIsgl-project/sglang | 37k | 2 repos | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Rust Best Practicesfarm-fe/farm | 5.6k | 3 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Go Pedantrychromedp/chromedp | 13k | — | ~3.7k | Automated safety check: Pass | MIT | |
| Kedro Babysitkedro-org/kedro | 11k | — | ~4k | Automated safety check: Pass | Custom licence |
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Related
Categories
Questions about Principle Encode Lessons In Structure
What does Principle Encode Lessons In Structure do?
Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Principle Encode Lessons In Structure is an agent skill from cursor/plugins, published by the product's own GitHub organization. Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction.
When should I use Principle Encode Lessons In Structure?
Principle Encode Lessons In Structure fits situations like: tasks that involve Linting and formatting.
How do I install Principle Encode Lessons In Structure in Claude Code?
Run `npx skills add cursor/plugins --skill principle-encode-lessons-in-structure -a claude-code`. Or copy the skill folder (pstack/skills/principle-encode-lessons-in-structure in cursor/plugins) into .claude/skills/principle-encode-lessons-in-structure in your project. Claude Code loads it when a task matches its description.
How do I install Principle Encode Lessons In Structure in Codex?
Run `npx skills add cursor/plugins --skill principle-encode-lessons-in-structure -a codex`. Or copy the skill folder (pstack/skills/principle-encode-lessons-in-structure in cursor/plugins) into .agents/skills/principle-encode-lessons-in-structure in your project. Codex loads it when a task matches its description.
Can I use Principle Encode Lessons In Structure 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 cursor/plugins --skill principle-encode-lessons-in-structure -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/principle-encode-lessons-in-structure, .gemini/skills/principle-encode-lessons-in-structure, .github/skills/principle-encode-lessons-in-structure and .opencode/skills/principle-encode-lessons-in-structure in your project.
What does Principle Encode Lessons In Structure need to run?
SKILL.md names no scripts, command-line tools or credentials: Principle Encode Lessons In Structure is instructions for the agent only.
Does Principle Encode Lessons In Structure 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 Principle Encode Lessons In Structure 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 Principle Encode Lessons In Structure use?
No licence was found for Principle Encode Lessons In Structure or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Principle Encode Lessons In Structure use?
About 553 tokens (SKILL.md is roughly 2.2k 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 Principle Encode Lessons In Structure?
Skills that share tags, products or a category with Principle Encode Lessons In Structure: Install Anti-Slop Oxlint Rules (dmmulroy/anti-slop, 5.2k stars), Babysit PR To Pass CI (sgl-project/sglang, 37k stars), Rust Best Practices (farm-fe/farm, 5.6k stars) and Go Pedantry (chromedp/chromedp, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Principle Encode Lessons In Structure?
cursor (a GitHub organization, an official publisher) maintains it in cursor/plugins, which has 10,130 GitHub stars. The repository holds 99 skills in this directory. The repository was last updated on October 6, 2026.
Source: cursor/plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.