OpenMAIC Setup and Extension
THU-MAIC/OpenMAIC
Guides setup, classroom generation and secondary development for OpenMAIC, the multi-agent interactive classroom, one confirmed phase at a time.
Aligns learning material to the standard it claims — choosing the right framework for the grade and subject, citing standards by code rather than reproducing their text, and telling a real alignment…
$ npx skills add cbrock84/headcount --skill standards-alignment -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install cbrock84/headcount standards-alignment --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/cbrock84/headcount.git skills-src && mkdir -p .claude/skills && cp -r skills-src/verticals/education/skills/education/standards-alignment .claude/skills/standards-alignment && 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 "standards-alignment" agent skill from https://github.com/cbrock84/headcount/tree/main/verticals/education/skills/education/standards-alignment into .claude/skills/standards-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "standards-alignment", 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/cbrock84/headcount/tree/main/verticals/education/skills/education/standards-alignmentType 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 cbrock84/headcount --skill standards-alignment -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install cbrock84/headcount standards-alignment --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cbrock84/headcount.git skills-src && mkdir -p .agents/skills && cp -r skills-src/verticals/education/skills/education/standards-alignment .agents/skills/standards-alignment && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "standards-alignment" agent skill from https://github.com/cbrock84/headcount/tree/main/verticals/education/skills/education/standards-alignment into .agents/skills/standards-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "standards-alignment", 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 cbrock84/headcount --skill standards-alignment -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install cbrock84/headcount standards-alignment --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cbrock84/headcount.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/verticals/education/skills/education/standards-alignment .cursor/skills/standards-alignment && 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 "standards-alignment" agent skill from https://github.com/cbrock84/headcount/tree/main/verticals/education/skills/education/standards-alignment into .cursor/skills/standards-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "standards-alignment", 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/cbrock84/headcount.git --path verticals/education/skills/education/standards-alignment--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 cbrock84/headcount --skill standards-alignment -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install cbrock84/headcount standards-alignment --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cbrock84/headcount.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/verticals/education/skills/education/standards-alignment .gemini/skills/standards-alignment && 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 "standards-alignment" agent skill from https://github.com/cbrock84/headcount/tree/main/verticals/education/skills/education/standards-alignment into .gemini/skills/standards-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "standards-alignment", 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 cbrock84/headcount standards-alignmentInstalls 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 cbrock84/headcount --skill standards-alignment -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/cbrock84/headcount.git skills-src && mkdir -p .github/skills && cp -r skills-src/verticals/education/skills/education/standards-alignment .github/skills/standards-alignment && 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 "standards-alignment" agent skill from https://github.com/cbrock84/headcount/tree/main/verticals/education/skills/education/standards-alignment into .github/skills/standards-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "standards-alignment", 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 cbrock84/headcount --skill standards-alignment -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install cbrock84/headcount standards-alignment --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/cbrock84/headcount.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/verticals/education/skills/education/standards-alignment .opencode/skills/standards-alignment && 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 "standards-alignment" agent skill from https://github.com/cbrock84/headcount/tree/main/verticals/education/skills/education/standards-alignment into .opencode/skills/standards-alignment/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "standards-alignment", 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.
standards-alignmentAligns learning material to the standard it claims — choosing the right framework for the grade and subject, citing standards by code rather than reproducing their text, and telling a real alignment…
Standards Alignment is an agent skill from cbrock84/headcount. Aligns learning material to the standard it claims — choosing the right framework for the grade and subject, citing standards by code rather than reproducing their text, and telling a real alignment from a decorative one. Use this to align a worksheet, lesson or workbook to Common Core, NGSS or a state framework, to check an alignment claim before publishing, or to decide what may lawfully be printed on the cover.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/sources.md`).
It sits in Education, covering Educational content. The repository describes itself as: An agent organization structured as a company — 15+ departments, 125+ skills, each independently installable, citing the standards and regulators that settle the question. Runs… The licence is MIT.
Read from SKILL.md and the folder at commit 98d1c17. 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.
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.
Standards Alignment loads about 1.5k tokens when it runs, and up to ~2.5k if it reads all its reference files. Until then it costs about 109 tokens; SKILL.md has 909 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 cbrock84/headcount at commit 98d1c17, republished under its MIT licence (© cbrock84). 909 words, ~1,536 tokens.
.claude/skills/standards-alignment/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.An alignment claim is a promise to a buyer who cannot verify it quickly. Most published alignment is decorative — a code printed in a corner, chosen after the worksheet was written, that the task does not actually assess. It survives because nobody checks, until a district curriculum reviewer does.
A standard is written as a performance: what the student does, to what, under what conditions. The topic is the least specific part of it and the part most alignment stops at.
3.NF.A.1 is about fractions. It is specifically about understanding a fraction as a quantity
formed by parts of a whole — so a page of shaded-circle identification aligns, and a page of
fraction addition drills does not, however much both are "fractions in third grade."
The test to apply before printing a code: could a student complete this task correctly without doing what the standard describes? If yes, the alignment is decorative. A word problem solvable by guessing from the answer format assesses test-taking, and it is aligned to nothing.
Grade and subject do not determine the framework on their own, and the mismatch is a common source of wrong claims:
education:early-childhood-practice holds it.State standards exist alongside all of these, and for a product sold into one state they are the
binding set. education:learning-materials-design covers what changes when the material is for a
named district rather than a general market.
This is where alignment becomes a legal question rather than an editorial one, and the distinction is sharper than most publishers treat it.
Citing a standard by its code is not reproduction. 4-PS3-2, RL.5.2, 2.MD.C.7 are
identifiers. Using them to say what a page addresses is normal, expected, and safe.
Reproducing the standard's wording is a different act, and whether it is permitted depends on the publisher:
Paraphrasing to avoid the question does not avoid it, and a paraphrase that stays close enough to be useful is close enough to be a derivative. Write your own learning objective in your own words, and cite the code beside it. That is both safer and clearer to a teacher.
references/sources.md carries the publisher and license class for each framework.
For anything sold to a school, the alignment is an artifact, not an annotation. It lists, per page or per lesson: the code, the text of your objective, the task that provides evidence, and where a reviewer would look to verify it.
Building it after the material is written is what produces decorative alignment. Building it first makes it a specification: each row is a task somebody then has to write.
Standards data is available as structured identifiers more often than publishers realize. Common Core and NGSS codes are stable and enumerable, and a spreadsheet keyed on them beats prose in a document — it makes coverage gaps visible, which is the question a reviewer asks first.
Curriculum mapping tools — Chalk, Atlas, Eduplanet21, Kiddom and similar — hold the alignment document and the sequence together, and earn their place once the same material is sold into several states with different frameworks. Below that, a maintained spreadsheet with one row per standard and one column per unit is the same artifact without the subscription.
Whatever holds it, keep the standard's code and your objective in separate fields. Merging them is how the standard's wording ends up in the product.
references/sources.md in this skill lists the outside authorities that settle the questions
here — what each one is authoritative for, and what you may do with it. Check them before
answering on anything they cover, and cite what you used. Most are free to read and not free
to reproduce; the use note on each is binding.
© cbrock84, 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 1 other file (references) in verticals/education/skills/education/standards-alignment of cbrock84/headcount.
Open the folder on GitHubat commit 98d1c17
Standards Alignment 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 |
|---|---|---|---|---|---|---|
| Standards Alignment this skillcbrock84/headcount | 2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| OpenMAIC Setup and ExtensionTHU-MAIC/OpenMAIC | 40k | — | ~1.7k | Automated safety check: Notes | MIT | |
| Codebase to Coursezarazhangrui/codebase-to-course | 5.7k | — | ~4.4k | Automated safety check: Pass | None | |
| AI Engineering Project Tutorrohitg00/ai-engineering-from-scratch | 66k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Hung-Yi Lee Teaching Stylevoidful/hung-yi-lee-skill | 1.3k | — | ~13k | Automated safety check: Pass | None | |
| Claude Code Self-Assessment Advisorlhfer/claude-howto-zh-cn | 2.3k | — | ~1.7k | Automated safety check: Pass | MIT |
THU-MAIC/OpenMAIC
Guides setup, classroom generation and secondary development for OpenMAIC, the multi-agent interactive classroom, one confirmed phase at a time.
zarazhangrui/codebase-to-course
Turns a codebase into an interactive single-page HTML course for non-technical learners, with scroll modules, animated diagrams, quizzes and plain-English code translations.
rohitg00/ai-engineering-from-scratch
Tutors a learner through one stage of a hands-on AI engineering project per session: lesson, prediction, code, grader run and reflection, with hints but never full solutions.
voidful/hung-yi-lee-skill
Explains machine learning, LLMs, AI agents and speech modeling in a Hung-Yi Lee-inspired teaching style, drawing on a knowledge base built from his lectures and research references.
lhfer/claude-howto-zh-cn
Quizzes you on Claude Code in a quick or deep mode, scores your level across 10 topics and recommends what to learn next, in Chinese.
rohitg00/ai-engineering-from-scratch
Routes a topic, question or bug to the exact lessons in the AI Engineering from Scratch curriculum and suggests the next command to run.
cbrock84/headcount
Designs orchestrator-and-subagent hierarchies for a repository — splitting agents by exclusive write surface, pairing every producer with an independent auditor, and enforcing the split with a…
cbrock84/headcount
Designs and audits who can reach what — authentication, authorization models, privileged access, service credentials, and joiner-mover-leaver process.
cbrock84/headcount
Concentrates marketing and sales effort on a named set of accounts rather than on volume — qualifying whether the model fits your economics at all, building the account list and the buying group…
cbrock84/headcount
Gets new users from signup to first real value — signup flow, onboarding, time-to-value, and the early experience that determines whether someone becomes a user or a lapsed account.
cbrock84/headcount
Produces executive-level research — market sizing, competitor mapping, trend analysis, and strategic intelligence — grounded in cited sources with the confidence in each claim made explicit.
cbrock84/headcount
Optimizes for AI assistants and AI-generated answers — being retrievable, being cited, and being represented accurately when a model answers on your behalf.
Categories
Aligns learning material to the standard it claims — choosing the right framework for the grade and subject, citing standards by code rather than reproducing their text, and telling a real alignment…. Standards Alignment is an agent skill from cbrock84/headcount. Aligns learning material to the standard it claims — choosing the right framework for the grade and subject, citing standards by code rather than reproducing their text, and telling a real alignment from a decorative one.
Standards Alignment fits situations like: tasks that involve Educational content.
Run `npx skills add cbrock84/headcount --skill standards-alignment -a claude-code`. Or copy the skill folder (verticals/education/skills/education/standards-alignment in cbrock84/headcount) into .claude/skills/standards-alignment in your project. Claude Code loads it when a task matches its description.
Run `npx skills add cbrock84/headcount --skill standards-alignment -a codex`. Or copy the skill folder (verticals/education/skills/education/standards-alignment in cbrock84/headcount) into .agents/skills/standards-alignment 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 cbrock84/headcount --skill standards-alignment -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/standards-alignment, .gemini/skills/standards-alignment, .github/skills/standards-alignment and .opencode/skills/standards-alignment in your project.
SKILL.md names no scripts, command-line tools or credentials: Standards Alignment 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.
Standards Alignment is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 983 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Standards Alignment: OpenMAIC Setup and Extension (THU-MAIC/OpenMAIC, 40k stars), Codebase to Course (zarazhangrui/codebase-to-course, 5.7k stars), AI Engineering Project Tutor (rohitg00/ai-engineering-from-scratch, 66k stars) and Hung-Yi Lee Teaching Style (voidful/hung-yi-lee-skill, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
cbrock84 (a GitHub user) maintains it in cbrock84/headcount, which has 2,007 GitHub stars. The repository holds 175 skills in this directory. The repository was last updated on September 17, 2026.
Source: cbrock84/headcount on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.