Paperclip Distill
paperclipai/paperclip
A skill your agent uses when an operation issue is a Paperclip cursor-window, distill, or backfill.
Bulletproof agent operating protocol. An agent skill from av/mi.
$ npx skills add av/mi --skill discipline -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install av/mi discipline --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/av/mi.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/discipline .claude/skills/discipline && 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 "discipline" agent skill from https://github.com/av/mi/tree/master/.agents/skills/discipline into .claude/skills/discipline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discipline", 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/av/mi/tree/master/.agents/skills/disciplineType 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 av/mi --skill discipline -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install av/mi discipline --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/av/mi.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/discipline .agents/skills/discipline && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "discipline" agent skill from https://github.com/av/mi/tree/master/.agents/skills/discipline into .agents/skills/discipline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discipline", 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 av/mi --skill discipline -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install av/mi discipline --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/av/mi.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/discipline .cursor/skills/discipline && 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 "discipline" agent skill from https://github.com/av/mi/tree/master/.agents/skills/discipline into .cursor/skills/discipline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discipline", 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/av/mi.git --path .agents/skills/discipline--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 av/mi --skill discipline -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install av/mi discipline --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/av/mi.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/discipline .gemini/skills/discipline && 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 "discipline" agent skill from https://github.com/av/mi/tree/master/.agents/skills/discipline into .gemini/skills/discipline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discipline", 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 av/mi disciplineInstalls 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 av/mi --skill discipline -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/av/mi.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/discipline .github/skills/discipline && 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 "discipline" agent skill from https://github.com/av/mi/tree/master/.agents/skills/discipline into .github/skills/discipline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discipline", 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 av/mi --skill discipline -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install av/mi discipline --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/av/mi.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/discipline .opencode/skills/discipline && 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 "discipline" agent skill from https://github.com/av/mi/tree/master/.agents/skills/discipline into .opencode/skills/discipline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discipline", 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.
disciplineBulletproof agent operating protocol. An agent skill from av/mi.
Discipline is an agent skill from av/mi. Bulletproof agent operating protocol. 15 failure-prevention rules distilled from 120+ real sessions and 10 agent definitions. Covers fabrication, constraint tracking, verification, scoping, retry discipline, and communication. Load before any task to prevent the most common agent failure modes.
Its SKILL.md is about 3.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `README.md`).
The repository describes itself as: self-extending sandboxed agentic harness. a loop, two tools and an llm.
12 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 2bf50c9. 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.
Shell commands in SKILL.md call:
gitcargonpmFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git and npm, which can reach the network depending on how they are called.
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.
Discipline loads about 3.4k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 1,897 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); files beside SKILL.md are not scanned.
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,897 words (~3,415 tokens).
“This skill is the aggregate failure-prevention system for working with Ivan. Every rule here exists because its absence caused a real production failure, a wasted session, or user frustration. None of this is theoretical.”
SKILL.md and 1 other file in .agents/skills/discipline of av/mi.
Open the folder on GitHubat commit 2bf50c9
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in av/mi, which our catalogue first saw on October 7, 2026.
Discipline 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 |
|---|---|---|---|---|---|---|
| Discipline this skillav/mi | 102 | — | ~3.4k | Automated safety check: Pass | None | |
| Paperclip Distillpaperclipai/paperclip | 98k | — | ~2.8k | Automated safety check: Pass | MIT | |
| It Operationsdavila7/claude-code-templates | 32k | 1 repos | ~3.7k | Automated safety check: Pass | MIT | |
| Operator Approval Loopaffaan-m/ECC | 274k | — | ~3.3k | Automated safety check: Pass | MIT | |
| Business Operations Skillsalirezarezvani/claude-skills | 28k | — | ~2.3k | Automated safety check: Pass | MIT | |
| Rules Distillationaffaan-m/ECC | 274k | 2 repos | ~2.3k | Automated safety check: Pass | MIT |
paperclipai/paperclip
A skill your agent uses when an operation issue is a Paperclip cursor-window, distill, or backfill.
davila7/claude-code-templates
Manages IT infrastructure, monitoring, incident response, and service reliability.
affaan-m/ECC
Operator approval contract with internal filing notices for agent-drafted outbound messages, hashed drafts, epoch-keyed decisions, durable delivery claims and receipts, and a pre-draft baseline gate.
alirezarezvani/claude-skills
A skill your agent uses when running, diagnosing, or designing internal business operations — process documentation, vendor SLAs, capacity planning, internal comms, SOP/runbook authoring…
affaan-m/ECC
Scans installed skills for principles that recur across them and proposes rule-file changes: append, revise, add a section, create a file or leave as covered.
affaan-m/ECC
Measure a set of reference videos into a reusable style pack - colour grade as a 3D LUT, cut rhythm as a shot-length distribution, hero stills, screen-blend overlay plates, and a text spec for a…
Writes plain-English integration test specs with verifiable steps and expectations, then runs each one through a subagent that reports pass or fail with logs.
av/mi
A skill your agent uses when the user wants to systematically fix AI code slop — duplicated logic, over-engineering, silent error swallowing, convention drift, cargo-cult patterns, and other…
Scans a codebase to tag every fact as draft, spec or implemented based on what the code actually shows, adding missing facts and fixing or removing wrong ones.
av/mi
Implements every @spec fact from a project's fact sheet in code, tags each one @implemented once done, and reports exactly what is left if it cannot finish.
av/mi
Works with you to turn draft behavioral facts into precise, implementable spec facts, resolving vague labels, gaps and contradictions one at a time through discussion.
av/mi
Timeboxed ideation on a topic using propose-and-critique subagent pairs.
Bulletproof agent operating protocol. An agent skill from av/mi. Discipline is an agent skill from av/mi. Bulletproof agent operating protocol.
Run `npx skills add av/mi --skill discipline -a claude-code`. Or copy the skill folder (.agents/skills/discipline in av/mi) into .claude/skills/discipline in your project. Claude Code loads it when a task matches its description.
Run `npx skills add av/mi --skill discipline -a codex`. Or copy the skill folder (.agents/skills/discipline in av/mi) into .agents/skills/discipline 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 av/mi --skill discipline -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/discipline, .gemini/skills/discipline, .github/skills/discipline and .opencode/skills/discipline in your project.
Going by SKILL.md and its folder, Discipline needs the command-line tools its instructions call (git, cargo and npm). Our summary lists: Node.js.
SKILL.md contains no URLs. Its commands use git and npm, which can reach the network depending on how they are called. 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. Review the folder before installing.
No licence was found for Discipline or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 3.4k tokens (SKILL.md is roughly 14k 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 Discipline: Paperclip Distill (paperclipai/paperclip, 98k stars), It Operations (davila7/claude-code-templates, 32k stars), Operator Approval Loop (affaan-m/ECC, 274k stars) and Business Operations Skills (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
av (a GitHub user) maintains it in av/mi, which has 102 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on September 26, 2026.
Source: av/mi on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.