Scholar Ethics
joshzyj/open-scholar-skill
Research ethics toolkit for social scientists. An agent skill from joshzyj/open-scholar-skill.
Handle student audio data, assessment records, and learning progress with GDPR/COPPA compliance.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill speak-data-handling -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace speak-data-handling --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/speak-data-handling .claude/skills/speak-data-handling && 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 "speak-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/speak-data-handling into .claude/skills/speak-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "speak-data-handling", 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/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/speak-data-handlingType 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 jeremylongshore/tons-of-skills-marketplace --skill speak-data-handling -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace speak-data-handling --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/speak-data-handling .agents/skills/speak-data-handling && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "speak-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/speak-data-handling into .agents/skills/speak-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "speak-data-handling", 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 jeremylongshore/tons-of-skills-marketplace --skill speak-data-handling -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace speak-data-handling --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/speak-data-handling .cursor/skills/speak-data-handling && 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 "speak-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/speak-data-handling into .cursor/skills/speak-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "speak-data-handling", 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/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/speak-data-handling--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 jeremylongshore/tons-of-skills-marketplace --skill speak-data-handling -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace speak-data-handling --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/speak-data-handling .gemini/skills/speak-data-handling && 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 "speak-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/speak-data-handling into .gemini/skills/speak-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "speak-data-handling", 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 jeremylongshore/tons-of-skills-marketplace speak-data-handlingInstalls 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 jeremylongshore/tons-of-skills-marketplace --skill speak-data-handling -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/speak-data-handling .github/skills/speak-data-handling && 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 "speak-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/speak-data-handling into .github/skills/speak-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "speak-data-handling", 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 jeremylongshore/tons-of-skills-marketplace --skill speak-data-handling -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace speak-data-handling --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/speak-data-handling .opencode/skills/speak-data-handling && 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 "speak-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/speak-data-handling into .opencode/skills/speak-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "speak-data-handling", 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.
speak-data-handlingHandle student audio data, assessment records, and learning progress with GDPR/COPPA compliance.
Speak Data Handling is an agent skill from jeremylongshore/tons-of-skills-marketplace. Handle student audio data, assessment records, and learning progress with GDPR/COPPA compliance. Use when implementing data handling, or managing Speak language learning platform operations. Trigger with phrases like "speak data handling", "speak data handling".
Its SKILL.md is about 650 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/implementation-guide.md`). Compatibility notes: Designed for Claude Code
It sits in Education, covering Privacy and GDPR and Language learning. It works with OpenAI. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBash(npm:*)Bash(curl:*)GrepFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
curljqFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
api.speak.comAlso links to:
speak.complatform.openai.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
SPEAK_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Speak Data Handling loads about 651 tokens when it runs, and up to ~3.4k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 151 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 jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 151 words, ~651 tokens.
.claude/skills/speak-data-handling/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Handle student audio data, assessment records, and learning progress with GDPR/COPPA compliance.
speak-install-auth setupConfigure data handling for your Speak integration. Speak uses OpenAI's GPT-4o for AI tutoring and Whisper for speech recognition.
// speak_data_handling_config.ts
const config = {
apiKey: process.env.SPEAK_API_KEY!,
appId: process.env.SPEAK_APP_ID!,
environment: process.env.NODE_ENV || 'development',
};// Core implementation for speak data handling
import { SpeakClient } from '@speak/language-sdk';
const client = new SpeakClient(config);
// Production-ready implementation
async function setup() {
const health = await client.health.check();
console.log("Status:", health.status);
return health;
}curl -sf -H "Authorization: Bearer $SPEAK_API_KEY" https://api.speak.com/v1/health | jq .| Error | Cause | Solution |
|---|---|---|
| 401 Unauthorized | Invalid API key | Verify SPEAK_API_KEY |
| 429 Rate Limited | Too many requests | Implement backoff |
| Connection timeout | Network issue | Check connectivity to api.speak.com |
| Audio format error | Wrong codec | Convert to WAV 16kHz mono |
For production checklist, see speak-prod-checklist.
Basic: Apply data handling with default settings for a standard Speak integration.
Production: Configure with monitoring, alerting, and team-specific language learning requirements.
© jeremylongshore, 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 skills/.curated/speak-data-handling of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Speak Data Handling 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 |
|---|---|---|---|---|---|---|
| Speak Data Handling this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~651 | Automated safety check: Pass | MIT | |
| Scholar Ethicsjoshzyj/open-scholar-skill | 168 | — | ~9.6k | Automated safety check: Pass | Custom licence | |
| Privacy Data SecurityJoelLewis/finance_skills | 206 | — | ~11k | Automated safety check: Pass | MIT | |
| Edtech Privacy Assessmentmukul975/Privacy-Data-Protection-Skills | 301 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | |
| Fluent Progressm98/fluent | 421 | — | ~1.5k | Automated safety check: Notes | MIT | |
| Fluent Sm2 Calculatorm98/fluent | 421 | — | ~1.2k | Automated safety check: Pass | MIT |
joshzyj/open-scholar-skill
Research ethics toolkit for social scientists. An agent skill from joshzyj/open-scholar-skill.
JoelLewis/finance_skills
Design and operate privacy and data security programs for SEC-registered firms under Reg S-P, Reg S-ID, and SEC cybersecurity expectations.
mukul975/Privacy-Data-Protection-Skills
Assesses children's data protection in educational technology.
m98/fluent
Show the learner's language learning progress, statistics, mastery levels, streak, and achievements.
m98/fluent
SM-2 spaced-repetition algorithm reference for the Fluent language learning system.
pockebot/openpocket
Help users complete Duolingo language lessons. An agent skill from pockebot/openpocket.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Works with
Categories
Handle student audio data, assessment records, and learning progress with GDPR/COPPA compliance. Speak Data Handling is an agent skill from jeremylongshore/tons-of-skills-marketplace. Handle student audio data, assessment records, and learning progress with GDPR/COPPA compliance.
Speak Data Handling fits situations like: implementing data handling; managing Speak language learning platform operations; with phrases like speak data handling; speak data handling.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill speak-data-handling -a claude-code`. Or copy the skill folder (skills/.curated/speak-data-handling in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/speak-data-handling in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill speak-data-handling -a codex`. Or copy the skill folder (skills/.curated/speak-data-handling in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/speak-data-handling 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 jeremylongshore/tons-of-skills-marketplace --skill speak-data-handling -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/speak-data-handling, .gemini/skills/speak-data-handling, .github/skills/speak-data-handling and .opencode/skills/speak-data-handling in your project.
Going by SKILL.md and its folder, Speak Data Handling needs the command-line tools its instructions call (curl and jq) and credentials named SPEAK_API_KEY. Our summary lists: A credential in SPEAK_API_KEY. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(npm:*), Bash(curl:*), Grep. Compatibility (from SKILL.md): Designed for Claude Code.
SKILL.md names 3 domains. In commands or code: api.speak.com; the agent is likely to contact it when it follows the instructions. As links in the text: speak.com and platform.openai.com. 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.
Speak Data Handling is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 651 tokens (SKILL.md is roughly 2.6k 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 2.8k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Speak Data Handling: Scholar Ethics (joshzyj/open-scholar-skill, 168 stars), Privacy Data Security (JoelLewis/finance_skills, 206 stars), Edtech Privacy Assessment (mukul975/Privacy-Data-Protection-Skills, 301 stars) and Fluent Progress (m98/fluent, 421 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.