Learning to Learn (OpenMAIC)
THU-MAIC/OpenMAIC
A Chinese-language skill that embeds learning strategies like retrieval practice and self-explanation as a parallel goal inside an OpenMAIC subject lesson, without making study skills the topic.
Contextual learning — micro-lessons embedded in workflow output.
Custom licenceAuto-check passed
Install Gf Learn Ctx
$ npx skills add codejunkie99/Gateflow-Plugin --skill gf-learn-ctx -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install codejunkie99/Gateflow-Plugin gf-learn-ctx --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/codejunkie99/Gateflow-Plugin.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/gateflow/skills/gf-learn-ctx .claude/skills/gf-learn-ctx && 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 "gf-learn-ctx" agent skill from https://github.com/codejunkie99/Gateflow-Plugin/tree/main/plugins/gateflow/skills/gf-learn-ctx into .claude/skills/gf-learn-ctx/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gf-learn-ctx", 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/codejunkie99/Gateflow-Plugin/tree/main/plugins/gateflow/skills/gf-learn-ctxType 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 codejunkie99/Gateflow-Plugin --skill gf-learn-ctx -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install codejunkie99/Gateflow-Plugin gf-learn-ctx --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/codejunkie99/Gateflow-Plugin.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/gateflow/skills/gf-learn-ctx .agents/skills/gf-learn-ctx && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "gf-learn-ctx" agent skill from https://github.com/codejunkie99/Gateflow-Plugin/tree/main/plugins/gateflow/skills/gf-learn-ctx into .agents/skills/gf-learn-ctx/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gf-learn-ctx", 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 codejunkie99/Gateflow-Plugin --skill gf-learn-ctx -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install codejunkie99/Gateflow-Plugin gf-learn-ctx --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/codejunkie99/Gateflow-Plugin.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/gateflow/skills/gf-learn-ctx .cursor/skills/gf-learn-ctx && 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 "gf-learn-ctx" agent skill from https://github.com/codejunkie99/Gateflow-Plugin/tree/main/plugins/gateflow/skills/gf-learn-ctx into .cursor/skills/gf-learn-ctx/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gf-learn-ctx", 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/codejunkie99/Gateflow-Plugin.git --path plugins/gateflow/skills/gf-learn-ctx--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 codejunkie99/Gateflow-Plugin --skill gf-learn-ctx -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install codejunkie99/Gateflow-Plugin gf-learn-ctx --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/codejunkie99/Gateflow-Plugin.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/gateflow/skills/gf-learn-ctx .gemini/skills/gf-learn-ctx && 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 "gf-learn-ctx" agent skill from https://github.com/codejunkie99/Gateflow-Plugin/tree/main/plugins/gateflow/skills/gf-learn-ctx into .gemini/skills/gf-learn-ctx/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gf-learn-ctx", 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 codejunkie99/Gateflow-Plugin gf-learn-ctxInstalls 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 codejunkie99/Gateflow-Plugin --skill gf-learn-ctx -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/codejunkie99/Gateflow-Plugin.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/gateflow/skills/gf-learn-ctx .github/skills/gf-learn-ctx && 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 "gf-learn-ctx" agent skill from https://github.com/codejunkie99/Gateflow-Plugin/tree/main/plugins/gateflow/skills/gf-learn-ctx into .github/skills/gf-learn-ctx/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gf-learn-ctx", 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 codejunkie99/Gateflow-Plugin --skill gf-learn-ctx -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install codejunkie99/Gateflow-Plugin gf-learn-ctx --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/codejunkie99/Gateflow-Plugin.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/gateflow/skills/gf-learn-ctx .opencode/skills/gf-learn-ctx && 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 "gf-learn-ctx" agent skill from https://github.com/codejunkie99/Gateflow-Plugin/tree/main/plugins/gateflow/skills/gf-learn-ctx into .opencode/skills/gf-learn-ctx/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gf-learn-ctx", 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
gf-learn-ctx- GitHub stars
- 117
- Token cost
- ~1.2k tokens
- SKILL.md length
- 444 words
- Files
- 1
- Skills in repo
- 25
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Contextual learning — micro-lessons embedded in workflow output.
- Works in 3 steps: Generate a buggy version of a recent… → Ask user to find the error → Reveal answer with explanation
- SKILL.md covers Philosophy, First-Encounter Explanations, Concept Tracking and Concept Library, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Gf Learn Ctx is an agent skill from codejunkie99/Gateflow-Plugin. Contextual learning — micro-lessons embedded in workflow output. Explains hardware concepts on first encounter, tracks what has been taught, generates practice exercises on demand. Used internally by orchestrator — not typically invoked directly.
Its SKILL.md is about 1.2k 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: AI-powered SystemVerilog development assistant — design, verify, debug, and deliver working RTL with natural language.
Example prompts
- “/gf-learn-ctx”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Generate a buggy version of a recent design
- Ask user to find the error
- Reveal answer with explanation
What it can do on your machine
Read from SKILL.md and the folder at commit bf7e94c. 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 (its code samples are json).
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
Gf Learn Ctx loads about 1.2k tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 444 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 444 words (~1,174 tokens).
“Teaching happens WITHIN the workflow, not in a separate mode. The first time a user encounters a concept, explain it briefly. Never explain the same concept twice.”
- name
- gf-learn-ctx
- user-invocable
- false
Files
Just SKILL.md in plugins/gateflow/skills/gf-learn-ctx of codejunkie99/Gateflow-Plugin.
Open the folder on GitHubat commit bf7e94c
Compare with similar skills
Gf Learn Ctx 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 |
|---|---|---|---|---|---|---|
| Gf Learn Ctx this skillcodejunkie99/Gateflow-Plugin | 117 | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Learning to Learn (OpenMAIC)THU-MAIC/OpenMAIC | 40k | — | ~502 | Automated safety check: Pass | MIT | |
| Embeddingsruvnet/ruflo | 74k | 3 repos | ~455 | Automated safety check: Pass | MIT | |
| Social-Emotional Learning Lesson DesignTHU-MAIC/OpenMAIC | 40k | — | ~435 | Automated safety check: Pass | MIT | |
| Explaining Machine Learning Modelsforyourhealth111-pixel/Vibe-Skills | 3.6k | — | ~383 | Automated safety check: Pass | MIT | |
| Explaining Machine Learning Modelsjeremylongshore/tons-of-skills-marketplace | 2.8k | 1 repos | ~1k | Automated safety check: Pass | MIT |
Similar skills
Embeddings
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Vector embeddings with HNSW indexing, sql.js persistence, and hyperbolic support.
Social-Emotional Learning Lesson Design
THU-MAIC/OpenMAIC
Adds a social-emotional learning goal next to the subject concept in an OpenMAIC classroom lesson, without turning the class into a counseling or homeroom session.
Explaining Machine Learning Models
foryourhealth111-pixel/Vibe-Skills
Explain trained machine learning models through feature attribution, local explanations, and behavior summaries.
Explaining Machine Learning Models
jeremylongshore/tons-of-skills-marketplace
Build this skill enables AI assistant to provide interpretability and explainability for machine learning models.
Umap Learn
K-Dense-AI/scientific-agent-skills
Applies UMAP-learn to nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi-supervised UMAP, DensMAP, AlignedUMAP, and Parametric UMAP workflows.
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Questions about Gf Learn Ctx
What does Gf Learn Ctx do?
Contextual learning — micro-lessons embedded in workflow output. Gf Learn Ctx is an agent skill from codejunkie99/Gateflow-Plugin. Contextual learning — micro-lessons embedded in workflow output.
How do I install Gf Learn Ctx in Claude Code?
Run `npx skills add codejunkie99/Gateflow-Plugin --skill gf-learn-ctx -a claude-code`. Or copy the skill folder (plugins/gateflow/skills/gf-learn-ctx in codejunkie99/Gateflow-Plugin) into .claude/skills/gf-learn-ctx in your project. Claude Code loads it when a task matches its description.
How do I install Gf Learn Ctx in Codex?
Run `npx skills add codejunkie99/Gateflow-Plugin --skill gf-learn-ctx -a codex`. Or copy the skill folder (plugins/gateflow/skills/gf-learn-ctx in codejunkie99/Gateflow-Plugin) into .agents/skills/gf-learn-ctx in your project. Codex loads it when a task matches its description.
Can I use Gf Learn Ctx 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 codejunkie99/Gateflow-Plugin --skill gf-learn-ctx -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gf-learn-ctx, .gemini/skills/gf-learn-ctx, .github/skills/gf-learn-ctx and .opencode/skills/gf-learn-ctx in your project.
What does Gf Learn Ctx need to run?
SKILL.md names no scripts, command-line tools or credentials: Gf Learn Ctx is instructions for the agent only.
Does Gf Learn Ctx 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 Gf Learn Ctx 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 Gf Learn Ctx use?
Gf Learn Ctx 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 Gf Learn Ctx use?
About 1.2k tokens (SKILL.md is roughly 4.7k 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 Gf Learn Ctx?
Skills that share tags, products or a category with Gf Learn Ctx: Learning to Learn (OpenMAIC) (THU-MAIC/OpenMAIC, 40k stars), Embeddings (ruvnet/ruflo, 74k stars), Social-Emotional Learning Lesson Design (THU-MAIC/OpenMAIC, 40k stars) and Explaining Machine Learning Models (foryourhealth111-pixel/Vibe-Skills, 3.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Gf Learn Ctx?
codejunkie99 (a GitHub user) maintains it in codejunkie99/Gateflow-Plugin, which has 117 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on September 16, 2026.
Source: codejunkie99/Gateflow-Plugin on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.