Monitor CI
nrwl/nx
Monitor Nx Cloud CI pipeline and handle self-healing fixes. An agent skill from nrwl/nx.
Operate an explicitly activated LoopX Material Lifecycle for a connected project.
$ npx skills add huangruiteng/CS-Notes --skill loopx-material -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install huangruiteng/CS-Notes loopx-material --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/huangruiteng/CS-Notes.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/loopx-material .claude/skills/loopx-material && 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 "loopx-material" agent skill from https://github.com/huangruiteng/CS-Notes/tree/master/.agents/skills/loopx-material into .claude/skills/loopx-material/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopx-material", 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/huangruiteng/CS-Notes/tree/master/.agents/skills/loopx-materialType 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 huangruiteng/CS-Notes --skill loopx-material -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install huangruiteng/CS-Notes loopx-material --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huangruiteng/CS-Notes.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/loopx-material .agents/skills/loopx-material && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "loopx-material" agent skill from https://github.com/huangruiteng/CS-Notes/tree/master/.agents/skills/loopx-material into .agents/skills/loopx-material/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopx-material", 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 huangruiteng/CS-Notes --skill loopx-material -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install huangruiteng/CS-Notes loopx-material --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huangruiteng/CS-Notes.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/loopx-material .cursor/skills/loopx-material && 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 "loopx-material" agent skill from https://github.com/huangruiteng/CS-Notes/tree/master/.agents/skills/loopx-material into .cursor/skills/loopx-material/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopx-material", 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/huangruiteng/CS-Notes.git --path .agents/skills/loopx-material--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 huangruiteng/CS-Notes --skill loopx-material -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install huangruiteng/CS-Notes loopx-material --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huangruiteng/CS-Notes.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/loopx-material .gemini/skills/loopx-material && 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 "loopx-material" agent skill from https://github.com/huangruiteng/CS-Notes/tree/master/.agents/skills/loopx-material into .gemini/skills/loopx-material/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopx-material", 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 huangruiteng/CS-Notes loopx-materialInstalls 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 huangruiteng/CS-Notes --skill loopx-material -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/huangruiteng/CS-Notes.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/loopx-material .github/skills/loopx-material && 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 "loopx-material" agent skill from https://github.com/huangruiteng/CS-Notes/tree/master/.agents/skills/loopx-material into .github/skills/loopx-material/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopx-material", 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 huangruiteng/CS-Notes --skill loopx-material -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install huangruiteng/CS-Notes loopx-material --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/huangruiteng/CS-Notes.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/loopx-material .opencode/skills/loopx-material && 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 "loopx-material" agent skill from https://github.com/huangruiteng/CS-Notes/tree/master/.agents/skills/loopx-material into .opencode/skills/loopx-material/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopx-material", 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.
loopx-materialOperate an explicitly activated LoopX Material Lifecycle for a connected project.
Loopx Material is an agent skill from huangruiteng/CS-Notes. Operate an explicitly activated LoopX Material Lifecycle for a connected project. Use for material-store inventory, lossless migration, candidate/archive transitions, exact-read-backed ranking, ranked-entry rebuilds, bounded Explore intake, owner-gated apply, rollback, and audit. Do not use for ordinary one-off reading or research when the project has not activated Material Lifecycle.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `.loopx-managed-project-skill.json` and `agents/openai.yaml`).
It sits in DevOps & Cloud. The licence is MIT.
8 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit d01d8f8. 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
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.
Loopx Material loads about 2.5k tokens when it runs. Until then it costs about 101 tokens; SKILL.md has 1,260 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.
The full file from huangruiteng/CS-Notes at commit d01d8f8, republished under its MIT licence (© huangruiteng). 1,260 words, ~2,542 tokens.
.claude/skills/loopx-material/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Use this skill for the lifecycle and authority of a project's durable material store. Source discovery, domain-specific scoring, and note writing may be provided by project skills; this skill owns the generic lossless lifecycle.
LoopX ships the canonical source for this skill, but does not install it into the user's global skill directory. Install a managed copy only in a connected project that explicitly enables Material Lifecycle:
loopx project-skill install \
--project . \
--skill loopx-material \
--surface codex \
--executeUse --surface claude-code or --surface opencode for those hosts; repeat the
flag to install multiple host-native copies in one transaction. Managed copies
live under .agents/skills/, .claude/skills/, or .opencode/skills/ and are
upgraded or removed through the same CLI. Project-local discovery does not
itself activate material-store writes; the selected goal still needs explicit
Material Lifecycle authority.
Before changing a material store:
goal_id, registered agent, and active todo
through loopx start-goal --guided, loopx status, or loopx diagnose.loopx project-skill status --project . --skill loopx-material and
confirm the required host surfaces are current.material_lifecycle, or that
the goal authority declares an active Material Lifecycle profile and its
source store. A catalog entry or project-local skill is not activation.loopx material-lifecycle architecture --format json and preserve its
default-off, owner-gated, provider-neutral boundaries.If the project-local skill is missing, preview an explicit project install; do not fall back to a global copy. If activation or authority is missing, stop before source mutation. Create a bounded setup todo or owner gate; do not invent a store or treat chat history as authority.
Keep these responsibilities separate:
Read the source authority before proposing structural change.
No migration, rebuild, or rerank may begin from an unverified partial parse.
Use stable material references across:
candidate -> active -> archived
\-> carryover
archived -> activeEvery transition needs a revisioned evidence or decision reference. Archiving must preserve the original source reference and an archive reference. Reading, summarizing, or publishing a note does not implicitly archive a material.
Recall is advisory. Before a material affects ranking or lifecycle:
Do not start Explore merely because the current list feels incomplete. Explore begins only from a named evidence gap, bounded query plan, budget, and stop condition.
Before reporting candidate intake complete, settle its ranking against the current Decision Context:
top_window, ranked_backlog, or
no_change;no_change and use it only for standard-value or
substantially duplicative materials;If ranking apply, readback, projection, or rollback readiness fails, repair or roll back before reporting the intake as complete.
A ranked entry must represent one independently sortable reading or action unit, not a display bucket.
Splitting is semantic, not mechanical. Group materials only when they jointly support one decision or learning outcome; separate materials whose value, urgency, reader action, or evidence maturity differs.
Rerank from revision-bound Decision Context evidence.
The managed catalog remains authority, but operators need a readable view. Build that view from exact-read-backed presentation records:
LoopX owns validation, rendering, and the content-free receipt contract. The project adapter owns source parsing and supplies already-promoted display records. One-time legacy parsing and migration scripts remain project-local.
Preview first. Apply only when all are true:
After apply, read the destination back and write an audited receipt. On any mismatch, restore the previous authority and record the blocker. Never report "migration complete" from a preparation plan alone.
A project-specific skill or AGENTS.md may define:
It should reference this skill instead of duplicating generic migration, ranking, rebuild, apply, or rollback rules. Project rules may tighten these invariants but must not weaken them.
A complete material operation reports:
Stop without mutating the source when:
© huangruiteng, MIT. 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 3 other files in .agents/skills/loopx-material of huangruiteng/CS-Notes.
Open the folder on GitHubat commit d01d8f8
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in huangruiteng/CS-Notes, which our catalogue first saw on October 7, 2026.
Loopx Material 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 |
|---|---|---|---|---|---|---|
| Loopx Material this skillhuangruiteng/CS-Notes | 4k | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Monitor CInrwl/nx | 29k | 5 repos | ~4.7k | Automated safety check: Pass | MIT | |
| Terraform and OpenTofu Guideagentscope-ai/QwenPaw | 35k | 6 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Vercel Optimize Auditvercel-labs/agent-skills | 32k | 8 repos | ~4.3k | Automated safety check: Pass | None | |
| Analyze GitHub Action Logswithastro/astro | 63k | 1 repos | ~1.3k | Automated safety check: Pass | Custom licence | |
| Docs Learn PR Previewnetdata/netdata | 81k | — | ~2k | Automated safety check: Pass | GPL-3.0 |
nrwl/nx
Monitor Nx Cloud CI pipeline and handle self-healing fixes. An agent skill from nrwl/nx.
agentscope-ai/QwenPaw
Guidance for writing and testing Terraform and OpenTofu code: module structure, naming, test approaches, CI/CD workflows, state handling and security scanning.
vercel-labs/agent-skills
Runs a metrics-first audit of a deployed Vercel project, gating investigations on real signals to produce ranked, citation-backed cost and performance recommendations.
withastro/astro
Analyze recent GitHub Actions workflow runs to identify patterns, mistakes, and improvements.
netdata/netdata
Use only when the user explicitly asks to build, run, preview, inspect, or validate learn.netdata.cloud locally using the contents of a PR or documentation branch before merge.
netdata/netdata
Inspect Netdata-org source checkouts under NETDATAREPOSDIR, or set up and synchronize that mirror when requested.
huangruiteng/CS-Notes
Build a composable CLI for Codex from API docs, an OpenAPI spec, existing curl examples, an SDK, a web app, an admin tool, or a local script.
huangruiteng/CS-Notes
A skill your agent uses when you need to control Slack from Clawdbot via the slack tool, including reacting to messages or pinning/unpinning items in Slack channels or DMs.
huangruiteng/CS-Notes
Inspect and manage guarded Codex App-native or launchd heartbeats for Codex main control threads.
huangruiteng/CS-Notes
Locate and read a Codex thread by a codex thread link, thread id, or rollout path across all local CODEXHOME directories (~/.codex, ~/.codex-gpt, ...).
huangruiteng/CS-Notes
A skill your agent uses when the user asks Codex to research, find learning materials, process "素材:" links, "请你读" / "精读" a material, build a material radar, or use SenSight-like broad information…
huangruiteng/CS-Notes
Interact with GitHub using the gh CLI. An agent skill from huangruiteng/CS-Notes.
Categories
Operate an explicitly activated LoopX Material Lifecycle for a connected project. Loopx Material is an agent skill from huangruiteng/CS-Notes. Operate an explicitly activated LoopX Material Lifecycle for a connected project.
Loopx Material fits situations like: material-store inventory; lossless migration; candidate/archive transitions; exact-read-backed ranking.
Run `npx skills add huangruiteng/CS-Notes --skill loopx-material -a claude-code`. Or copy the skill folder (.agents/skills/loopx-material in huangruiteng/CS-Notes) into .claude/skills/loopx-material in your project. Claude Code loads it when a task matches its description.
Run `npx skills add huangruiteng/CS-Notes --skill loopx-material -a codex`. Or copy the skill folder (.agents/skills/loopx-material in huangruiteng/CS-Notes) into .agents/skills/loopx-material 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 huangruiteng/CS-Notes --skill loopx-material -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/loopx-material, .gemini/skills/loopx-material, .github/skills/loopx-material and .opencode/skills/loopx-material in your project.
SKILL.md names no scripts, command-line tools or credentials: Loopx Material is instructions for the agent only.
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. Review the folder before installing.
Loopx Material is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.5k tokens (SKILL.md is roughly 10k 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 Loopx Material: Monitor CI (nrwl/nx, 29k stars), Terraform and OpenTofu Guide (agentscope-ai/QwenPaw, 35k stars), Vercel Optimize Audit (vercel-labs/agent-skills, 32k stars) and Analyze GitHub Action Logs (withastro/astro, 63k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
huangruiteng (a GitHub user) maintains it in huangruiteng/CS-Notes, which has 4,000 GitHub stars. The repository holds 38 skills in this directory. The repository was last updated on October 6, 2026.
Source: huangruiteng/CS-Notes on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.