Agent skill

Continuous Learning

by hellangleZ in hellangleZ/burn-in-cceverywhere-ralph

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

No licenceAuto-check passed

Install Continuous Learning

skills CLI
$ npx skills add hellangleZ/burn-in-cceverywhere-ralph --skill continuous-learning -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install hellangleZ/burn-in-cceverywhere-ralph continuous-learning --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/hellangleZ/burn-in-cceverywhere-ralph.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/continuous-learning .claude/skills/continuous-learning && rm -rf skills-src

Use ~/.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/

Facts

Skill name
continuous-learning
GitHub stars
112
Used in
6 other repos
Token cost
~518 tokens
SKILL.md length
141 words
Files
3
Skills in repo
5
Repo updated
First seen
Licence
None found

At a glance

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

  • Works in 3 steps: Session Evaluation: Checks if session… → Pattern Detection: Identifies… → Skill Extraction: Saves useful patterns…
  • SKILL.md covers How It Works, Configuration, Pattern Types and Hook Setup, plus 2 more sections
  • Runs Shell scripts from its folder

What it does

Continuous Learning is an agent skill from hellangleZ/burn-in-cceverywhere-ralph. Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

Its SKILL.md is about 520 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `config.json` and `evaluate-session.sh`).

The repository describes itself as: Claude Code Enhanced: 整合 everything-claude-code + ralph 的最佳能力,打造 Claude Code 终极增强套件.

Example prompts

  • “/continuous-learning”

Requirements

  • A Bash shell

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Session Evaluation: Checks if session has enough messages (default: 10+)
  2. Pattern Detection: Identifies extractable patterns from the session
  3. Skill Extraction: Saves useful patterns to ~/.claude/skills/learned/

What it can do on your machine

Read from SKILL.md and the folder at commit 3e1aa6b. 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

    Ships script files (Shell), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • x.com

    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

Continuous Learning loads about 518 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 141 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~33
When it runs · the whole SKILL.md, loaded when a task matches
~518

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 141 words (~518 tokens).

“Automatically evaluates Claude Code sessions on end to extract reusable patterns that can be saved as learned skills.”

— opening of SKILL.md by hellangleZ
name
continuous-learning

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files in skills/continuous-learning of hellangleZ/burn-in-cceverywhere-ralph.

  • SKILL.md
  • config.json
  • evaluate-session.sh

Open the folder on GitHubat commit 3e1aa6b

Used in 6 other repositories

We found 10 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 6 other GitHub owners. This page covers the copy in hellangleZ/burn-in-cceverywhere-ralph, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Continuous Learning 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.

Continuous Learning compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Continuous Learning this skillhellangleZ/burn-in-cceverywhere-ralph1126 repos~518Automated safety check: PassNone
Extractalirezarezvani/claude-skills28k—~1.4kAutomated safety check: PassMIT
Session History Searchslopus/happy24k—~3.1kAutomated safety check: PassMIT
Session Handoffsickn33/agentic-awesome-skills47k—~1.8kAutomated safety check: NotesMIT
Continuetelegramdesktop/tdesktop33k2 repos~9.4kAutomated safety check: PassGPL-3.0
Sessionanthropics/claude-for-legal9.6k3 repos~478Automated safety check: PassApache-2.0

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Questions about Continuous Learning

What does Continuous Learning do?

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use. Continuous Learning is an agent skill from hellangleZ/burn-in-cceverywhere-ralph. Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

How do I install Continuous Learning in Claude Code?

Run `npx skills add hellangleZ/burn-in-cceverywhere-ralph --skill continuous-learning -a claude-code`. Or copy the skill folder (skills/continuous-learning in hellangleZ/burn-in-cceverywhere-ralph) into .claude/skills/continuous-learning in your project. Claude Code loads it when a task matches its description.

How do I install Continuous Learning in Codex?

Run `npx skills add hellangleZ/burn-in-cceverywhere-ralph --skill continuous-learning -a codex`. Or copy the skill folder (skills/continuous-learning in hellangleZ/burn-in-cceverywhere-ralph) into .agents/skills/continuous-learning in your project. Codex loads it when a task matches its description.

Can I use Continuous Learning 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 hellangleZ/burn-in-cceverywhere-ralph --skill continuous-learning -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/continuous-learning, .gemini/skills/continuous-learning, .github/skills/continuous-learning and .opencode/skills/continuous-learning in your project.

What does Continuous Learning need to run?

Going by SKILL.md and its folder, Continuous Learning needs a shell for the scripts in its folder. Our summary lists: A Bash shell.

Does Continuous Learning access the network?

SKILL.md names 1 domain. As links in the text: x.com. This is read from the text; nothing was executed.

Is Continuous Learning 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 Continuous Learning use?

No licence was found for Continuous Learning or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Continuous Learning use?

About 518 tokens (SKILL.md is roughly 2.1k 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 Continuous Learning?

Skills that share tags, products or a category with Continuous Learning: Extract (alirezarezvani/claude-skills, 28k stars), Session History Search (slopus/happy, 24k stars), Session Handoff (sickn33/agentic-awesome-skills, 47k stars) and Continue (telegramdesktop/tdesktop, 33k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Continuous Learning?

hellangleZ (a GitHub user) maintains it in hellangleZ/burn-in-cceverywhere-ralph, which has 112 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on January 26, 2026.

Source: hellangleZ/burn-in-cceverywhere-ralph on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.