Mentoring Juniors
github/awesome-copilot
Socratic mentoring for junior developers and AI newcomers. An agent skill from github/awesome-copilot.
Agent skill
Learning Analytics Interpretation Guide
Interpret learning analytics data and translate dashboard findings into actionable teaching decisions.
Install Learning Analytics Interpretation Guide
$ npx skills add GarethManning/education-agent-skills --skill learning-analytics-interpretation-guide -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install GarethManning/education-agent-skills learning-analytics-interpretation-guide --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/GarethManning/education-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ai-learning-science/learning-analytics-interpretation-guide .claude/skills/learning-analytics-interpretation-guide && 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 "learning-analytics-interpretation-guide" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/ai-learning-science/learning-analytics-interpretation-guide into .claude/skills/learning-analytics-interpretation-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "learning-analytics-interpretation-guide", 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/GarethManning/education-agent-skills/tree/main/skills/ai-learning-science/learning-analytics-interpretation-guideType 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 GarethManning/education-agent-skills --skill learning-analytics-interpretation-guide -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install GarethManning/education-agent-skills learning-analytics-interpretation-guide --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ai-learning-science/learning-analytics-interpretation-guide .agents/skills/learning-analytics-interpretation-guide && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "learning-analytics-interpretation-guide" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/ai-learning-science/learning-analytics-interpretation-guide into .agents/skills/learning-analytics-interpretation-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "learning-analytics-interpretation-guide", 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 GarethManning/education-agent-skills --skill learning-analytics-interpretation-guide -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install GarethManning/education-agent-skills learning-analytics-interpretation-guide --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ai-learning-science/learning-analytics-interpretation-guide .cursor/skills/learning-analytics-interpretation-guide && 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 "learning-analytics-interpretation-guide" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/ai-learning-science/learning-analytics-interpretation-guide into .cursor/skills/learning-analytics-interpretation-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "learning-analytics-interpretation-guide", 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/GarethManning/education-agent-skills.git --path skills/ai-learning-science/learning-analytics-interpretation-guide--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 GarethManning/education-agent-skills --skill learning-analytics-interpretation-guide -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install GarethManning/education-agent-skills learning-analytics-interpretation-guide --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ai-learning-science/learning-analytics-interpretation-guide .gemini/skills/learning-analytics-interpretation-guide && 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 "learning-analytics-interpretation-guide" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/ai-learning-science/learning-analytics-interpretation-guide into .gemini/skills/learning-analytics-interpretation-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "learning-analytics-interpretation-guide", 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 GarethManning/education-agent-skills learning-analytics-interpretation-guideInstalls 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 GarethManning/education-agent-skills --skill learning-analytics-interpretation-guide -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ai-learning-science/learning-analytics-interpretation-guide .github/skills/learning-analytics-interpretation-guide && 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 "learning-analytics-interpretation-guide" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/ai-learning-science/learning-analytics-interpretation-guide into .github/skills/learning-analytics-interpretation-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "learning-analytics-interpretation-guide", 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 GarethManning/education-agent-skills --skill learning-analytics-interpretation-guide -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install GarethManning/education-agent-skills learning-analytics-interpretation-guide --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ai-learning-science/learning-analytics-interpretation-guide .opencode/skills/learning-analytics-interpretation-guide && 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 "learning-analytics-interpretation-guide" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/ai-learning-science/learning-analytics-interpretation-guide into .opencode/skills/learning-analytics-interpretation-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "learning-analytics-interpretation-guide", 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
learning-analytics-interpretation-guide- GitHub stars
- 830
- Token cost
- ~5.6k tokens
- SKILL.md length
- 2,202 words
- Files
- 1
- Skills in repo
- 142
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Interpret learning analytics data and translate dashboard findings into actionable teaching decisions.
- Works in 4 steps: The data does not show WHY Q3/Q4 scores… → The data does not account for student… → The comparison with last year is… → …
- Reviewing LMS data
- SKILL.md covers What This Skill Does, Evidence Foundation, Input Schema and Prompt, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Learning Analytics Interpretation Guide is an agent skill from GarethManning/education-agent-skills. Interpret learning analytics data and translate dashboard findings into actionable teaching decisions. Use when reviewing LMS data, quiz patterns, or engagement metrics.
Its SKILL.md is about 5.6k 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 Education, covering Product metrics. The repository describes itself as: 165 evidence-grounded AI skills for teachers, school leaders and EdTech builders—pedagogy, learning science, curriculum, assessment and regeneration. Claude, Codex and Hermes.
When your agent uses it
- Reviewing LMS data
- Engagement metrics
Example prompts
- “/learning-analytics-interpretation-guide”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- The data does not show WHY Q3/Q4 scores are low. The two most likely explanations are (a) students lack exam technique for extended…
- The data does not account for student effort and test conditions. A mock exam is not a real exam. Some students may have underperformed…
- The comparison with last year is imprecise. Your class averaged 58% vs. last year's 62%. But these are different students taking the same…
- Question-level data doesn't reveal individual misconceptions. Q3 at 31% tells you THAT students struggled, not WHERE in the question they…
What it can do on your machine
Read from SKILL.md and the folder at commit 6bbbce4. 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
Learning Analytics Interpretation Guide loads about 5.6k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 2,202 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 2,202 words (~5,638 tokens).
“Guides a teacher through interpreting a specific learning dataset — assessment results, engagement metrics, study behaviour patterns, or any other quantitative or qualitative data about student learning — to identify actionable patterns and inform specific teaching decisions. The critical insight…”
- name
- learning-analytics-interpretation-guide
- disable-model-invocation
- false
- user-invocable
- true
- effort
- medium
- skill_id
- ai-learning-science/learning-analytics-interpretation-guide
- skill_name
- Learning Analytics Interpretation Guide
- domain
- ai-learning-science
- version
- 1.0
- evidence_strength
- moderate
- evidence_sources
- Siemens & Long (2011) — Penetrating the fog: analytics in learning and education, Bienkowski et al. (2012) — Enhancing teaching and learning through…
- output_schema.type
- object
Files
Just SKILL.md in skills/ai-learning-science/learning-analytics-interpretation-guide of GarethManning/education-agent-skills.
Open the folder on GitHubat commit 6bbbce4
Compare with similar skills
Learning Analytics Interpretation Guide 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 |
|---|---|---|---|---|---|---|
| Learning Analytics Interpretation Guide this skillGarethManning/education-agent-skills | 830 | — | ~5.6k | Automated safety check: Pass | Custom licence | |
| Mentoring Juniorsgithub/awesome-copilot | 40k | 1 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Claude Mega Brainguhcostan/claude-mega-brain | 126 | — | ~588 | Automated safety check: Pass | MIT | |
| DeepTutor CLIHKUDS/DeepTutor | 41k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Zhang Xuefeng Perspectivealchaincyf/zhangxuefeng-skill | 10k | 1 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Deep Reading Analystginobefun/deep-reading-analyst-skill | 353 | 5 repos | ~3.6k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Learning Analytics Interpretation Guide
What does Learning Analytics Interpretation Guide do?
Interpret learning analytics data and translate dashboard findings into actionable teaching decisions. Learning Analytics Interpretation Guide is an agent skill from GarethManning/education-agent-skills. Interpret learning analytics data and translate dashboard findings into actionable teaching decisions.
When should I use Learning Analytics Interpretation Guide?
Learning Analytics Interpretation Guide fits situations like: reviewing LMS data; engagement metrics.
How do I install Learning Analytics Interpretation Guide in Claude Code?
Run `npx skills add GarethManning/education-agent-skills --skill learning-analytics-interpretation-guide -a claude-code`. Or copy the skill folder (skills/ai-learning-science/learning-analytics-interpretation-guide in GarethManning/education-agent-skills) into .claude/skills/learning-analytics-interpretation-guide in your project. Claude Code loads it when a task matches its description.
How do I install Learning Analytics Interpretation Guide in Codex?
Run `npx skills add GarethManning/education-agent-skills --skill learning-analytics-interpretation-guide -a codex`. Or copy the skill folder (skills/ai-learning-science/learning-analytics-interpretation-guide in GarethManning/education-agent-skills) into .agents/skills/learning-analytics-interpretation-guide in your project. Codex loads it when a task matches its description.
Can I use Learning Analytics Interpretation Guide 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 GarethManning/education-agent-skills --skill learning-analytics-interpretation-guide -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/learning-analytics-interpretation-guide, .gemini/skills/learning-analytics-interpretation-guide, .github/skills/learning-analytics-interpretation-guide and .opencode/skills/learning-analytics-interpretation-guide in your project.
What does Learning Analytics Interpretation Guide need to run?
SKILL.md names no scripts, command-line tools or credentials: Learning Analytics Interpretation Guide is instructions for the agent only.
Does Learning Analytics Interpretation Guide 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 Learning Analytics Interpretation Guide 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 Learning Analytics Interpretation Guide use?
Learning Analytics Interpretation Guide has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Learning Analytics Interpretation Guide use?
About 5.6k tokens (SKILL.md is roughly 23k 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 Learning Analytics Interpretation Guide?
Skills that share tags, products or a category with Learning Analytics Interpretation Guide: Mentoring Juniors (github/awesome-copilot, 40k stars), Claude Mega Brain (guhcostan/claude-mega-brain, 126 stars), DeepTutor CLI (HKUDS/DeepTutor, 41k stars) and Zhang Xuefeng Perspective (alchaincyf/zhangxuefeng-skill, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Learning Analytics Interpretation Guide?
GarethManning (a GitHub user) maintains it in GarethManning/education-agent-skills, which has 830 GitHub stars. The repository holds 142 skills in this directory. The repository was last updated on August 28, 2026.
Source: GarethManning/education-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.