Manim Video Production
browser-use/video-use
Produces math and technical explainer videos with Manim Community Edition: concept animations, equation derivations, algorithm walkthroughs and data stories.
Agent skill
Source Credibility Evaluation Protocol
Design a source evaluation protocol using lateral reading and credibility checks for digital information.
Custom licenceAuto-check passed
Install Source Credibility Evaluation Protocol
$ npx skills add GarethManning/education-agent-skills --skill source-credibility-evaluation-protocol -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install GarethManning/education-agent-skills source-credibility-evaluation-protocol --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/literacy-critical-thinking/source-credibility-evaluation-protocol .claude/skills/source-credibility-evaluation-protocol && 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 "source-credibility-evaluation-protocol" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/literacy-critical-thinking/source-credibility-evaluation-protocol into .claude/skills/source-credibility-evaluation-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-credibility-evaluation-protocol", 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/literacy-critical-thinking/source-credibility-evaluation-protocolType 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 source-credibility-evaluation-protocol -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install GarethManning/education-agent-skills source-credibility-evaluation-protocol --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/literacy-critical-thinking/source-credibility-evaluation-protocol .agents/skills/source-credibility-evaluation-protocol && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "source-credibility-evaluation-protocol" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/literacy-critical-thinking/source-credibility-evaluation-protocol into .agents/skills/source-credibility-evaluation-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-credibility-evaluation-protocol", 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 source-credibility-evaluation-protocol -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install GarethManning/education-agent-skills source-credibility-evaluation-protocol --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/literacy-critical-thinking/source-credibility-evaluation-protocol .cursor/skills/source-credibility-evaluation-protocol && 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 "source-credibility-evaluation-protocol" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/literacy-critical-thinking/source-credibility-evaluation-protocol into .cursor/skills/source-credibility-evaluation-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-credibility-evaluation-protocol", 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/literacy-critical-thinking/source-credibility-evaluation-protocol--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 source-credibility-evaluation-protocol -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install GarethManning/education-agent-skills source-credibility-evaluation-protocol --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/literacy-critical-thinking/source-credibility-evaluation-protocol .gemini/skills/source-credibility-evaluation-protocol && 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 "source-credibility-evaluation-protocol" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/literacy-critical-thinking/source-credibility-evaluation-protocol into .gemini/skills/source-credibility-evaluation-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-credibility-evaluation-protocol", 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 source-credibility-evaluation-protocolInstalls 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 source-credibility-evaluation-protocol -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/literacy-critical-thinking/source-credibility-evaluation-protocol .github/skills/source-credibility-evaluation-protocol && 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 "source-credibility-evaluation-protocol" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/literacy-critical-thinking/source-credibility-evaluation-protocol into .github/skills/source-credibility-evaluation-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-credibility-evaluation-protocol", 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 source-credibility-evaluation-protocol -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 source-credibility-evaluation-protocol --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/literacy-critical-thinking/source-credibility-evaluation-protocol .opencode/skills/source-credibility-evaluation-protocol && 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 "source-credibility-evaluation-protocol" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/literacy-critical-thinking/source-credibility-evaluation-protocol into .opencode/skills/source-credibility-evaluation-protocol/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "source-credibility-evaluation-protocol", 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
source-credibility-evaluation-protocol- GitHub stars
- 835
- Token cost
- ~5.7k tokens
- SKILL.md length
- 2,068 words
- Files
- 1
- Skills in repo
- 142
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Design a source evaluation protocol using lateral reading and credibility checks for digital information.
- Works in 3 steps: Search: "[organisation name]" — read the… → Search: "[organisation name] funding" or… → Search: "[author name] credentials" — is…
- Students need to evaluate websites
- 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
Source Credibility Evaluation Protocol is an agent skill from GarethManning/education-agent-skills. Design a source evaluation protocol using lateral reading and credibility checks for digital information. Use when students need to evaluate websites, online sources, or social media claims.
Its SKILL.md is about 5.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
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
- Students need to evaluate websites
- Social media claims
Example prompts
- “/source-credibility-evaluation-protocol”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Search: "[organisation name]" — read the Wikipedia article (if one exists) and the top 3–4 results. Who are they? What do independent…
- Search: "[organisation name] funding" or "[organisation name] backed by" — who funds this organisation? If a website about energy drink…
- Search: "[author name] credentials" — is this person a qualified expert in this field? A doctor writing about medicine is different from a…
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
Source Credibility Evaluation Protocol loads about 5.7k tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 2,068 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 2,068 words (~5,658 tokens).
“Generates a structured lateral reading protocol for evaluating a specific type of source — teaching students to check what OTHER sources say about a source rather than analysing the source itself in isolation. This approach directly follows the research finding…”
- name
- source-credibility-evaluation-protocol
- disable-model-invocation
- false
- user-invocable
- true
- effort
- medium
- skill_id
- literacy-critical-thinking/source-credibility-evaluation-protocol
- skill_name
- Source Credibility Evaluation Protocol
- domain
- literacy-critical-thinking
- version
- 1.0
- evidence_strength
- strong
- evidence_sources
- Wineburg & McGrew (2017) — Lateral reading: reading less and learning more when evaluating digital information, Wineburg & McGrew (2019) — Lateral reading and…
- output_schema.type
- object
Files
Just SKILL.md in skills/literacy-critical-thinking/source-credibility-evaluation-protocol of GarethManning/education-agent-skills.
Open the folder on GitHubat commit 6bbbce4
Compare with similar skills
Source Credibility Evaluation Protocol 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 |
|---|---|---|---|---|---|---|
| Source Credibility Evaluation Protocol this skillGarethManning/education-agent-skills | 835 | — | ~5.7k | Automated safety check: Pass | Custom licence | |
| Manim Video Productionbrowser-use/video-use | 28k | 6 repos | ~3k | Automated safety check: Pass | MIT | |
| Baoyu URL To Markdownsdyckjq-lab/llm-wiki-skill | 2.5k | 3 repos | ~3.2k | Automated safety check: Pass | None | |
| Logseq Review Workflow Evallogseq/logseq | 45k | — | ~1k | Automated safety check: Pass | AGPL-3.0 | |
| DeepTutor CLIHKUDS/DeepTutor | 41k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Zhang Xuefeng Perspectivealchaincyf/zhangxuefeng-skill | 10k | 1 repos | ~2.6k | Automated safety check: Pass | MIT |
Similar skills
Baoyu URL To Markdown
sdyckjq-lab/llm-wiki-skill
Fetch any URL and convert to markdown using Chrome CDP. An agent skill from sdyckjq-lab/llm-wiki-skill.
Logseq Review Workflow Eval
logseq/logseq
Compare two revisions of the Logseq logseq-review-workflow skill by running the same review prompt against isolated before and after skill snapshots, collecting both outputs, and producing a…
DeepTutor CLI
HKUDS/DeepTutor
Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app.
Zhang Xuefeng Perspective
alchaincyf/zhangxuefeng-skill
Answers education and career questions in the voice of Zhang Xuefeng, looking up current employment and admissions data before giving a direct verdict.
Deep Reading Analyst
ginobefun/deep-reading-analyst-skill
Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems…
More from GarethManning/education-agent-skills
All 142 skills in this repoAcademic Language Sentence Frame Generator
GarethManning/education-agent-skills
Generate tiered sentence frames for academic tasks that scaffold language production across proficiency levels.
Agency Circles For Systems Action
GarethManning/education-agent-skills
Map control, influence, and concern after systems analysis. An agent skill from GarethManning/education-agent-skills.
Agency Scaffold Generator
GarethManning/education-agent-skills
Generate scaffolds that gradually increase student choice, voice, and ownership within a learning task.
AI Hallucination Fact Check Protocol
GarethManning/education-agent-skills
Design a fact-checking protocol for AI-generated text, extending SIFT with AI-specific adaptations for hallucination detection.
Argument Structure Scaffold Generator
GarethManning/education-agent-skills
Generate argument structure scaffolds using Toulmin, PEEL, or CER frameworks for a specific claim or question.
Aspirational Systems Iceberg
GarethManning/education-agent-skills
Design the deeper patterns, structures, artefacts, and mental models needed to grow a desired event.
Questions about Source Credibility Evaluation Protocol
What does Source Credibility Evaluation Protocol do?
Design a source evaluation protocol using lateral reading and credibility checks for digital information. Source Credibility Evaluation Protocol is an agent skill from GarethManning/education-agent-skills. Design a source evaluation protocol using lateral reading and credibility checks for digital information.
When should I use Source Credibility Evaluation Protocol?
Source Credibility Evaluation Protocol fits situations like: students need to evaluate websites; social media claims.
How do I install Source Credibility Evaluation Protocol in Claude Code?
Run `npx skills add GarethManning/education-agent-skills --skill source-credibility-evaluation-protocol -a claude-code`. Or copy the skill folder (skills/literacy-critical-thinking/source-credibility-evaluation-protocol in GarethManning/education-agent-skills) into .claude/skills/source-credibility-evaluation-protocol in your project. Claude Code loads it when a task matches its description.
How do I install Source Credibility Evaluation Protocol in Codex?
Run `npx skills add GarethManning/education-agent-skills --skill source-credibility-evaluation-protocol -a codex`. Or copy the skill folder (skills/literacy-critical-thinking/source-credibility-evaluation-protocol in GarethManning/education-agent-skills) into .agents/skills/source-credibility-evaluation-protocol in your project. Codex loads it when a task matches its description.
Can I use Source Credibility Evaluation Protocol 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 source-credibility-evaluation-protocol -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/source-credibility-evaluation-protocol, .gemini/skills/source-credibility-evaluation-protocol, .github/skills/source-credibility-evaluation-protocol and .opencode/skills/source-credibility-evaluation-protocol in your project.
What does Source Credibility Evaluation Protocol need to run?
SKILL.md names no scripts, command-line tools or credentials: Source Credibility Evaluation Protocol is instructions for the agent only.
Does Source Credibility Evaluation Protocol 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 Source Credibility Evaluation Protocol 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 Source Credibility Evaluation Protocol use?
Source Credibility Evaluation Protocol 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 Source Credibility Evaluation Protocol use?
About 5.7k 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 Source Credibility Evaluation Protocol?
Skills that share tags, products or a category with Source Credibility Evaluation Protocol: Manim Video Production (browser-use/video-use, 28k stars), Baoyu URL To Markdown (sdyckjq-lab/llm-wiki-skill, 2.5k stars), Logseq Review Workflow Eval (logseq/logseq, 45k stars) and DeepTutor CLI (HKUDS/DeepTutor, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Source Credibility Evaluation Protocol?
GarethManning (a GitHub user) maintains it in GarethManning/education-agent-skills, which has 835 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.