continuous-learning

continuous-learning is a skill for Claude Code, Codex from ahmed3elshaer/everything-claude-code-mobile. It costs 20 tokens per session (248 once invoked), scanned A, original, MIT.

A system that examines mobile development sessions, stores recurring coding patterns, and groups related patterns into reusable skills. The patterns can cover Compose interfaces, architecture, error handling, testing, and build configuration.

In plain words
What is it for?
Use it to extract patterns, view stored patterns, export them for sharing, or combine related patterns into skills.
Why use it?
It helps preserve useful decisions and techniques discovered during earlier coding sessions. This reduces the need to recreate the same guidance by hand.

Skill for Claude CodeCodex

Part of the everything-claude-code-mobile plugin — 46 skills, 35 commands, 27 agents, 2 hooks, 3 MCP servers shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/ahmed3elshaer/everything-claude-code-mobile/continuous-learning
Any agent
npx skills add ahmed3elshaer/everything-claude-code-mobile --skill continuous-learning
Clone the repo
git clone --depth 1 https://github.com/ahmed3elshaer/everything-claude-code-mobile

Made for: Claude Code, Codex.

Or install everything-claude-code-mobile, the plugin that ships this one along with the rest of its 46 skills, 35 commands, 27 agents, 2 hooks, 3 MCP servers.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for continuous-learning

README.md
[![agentmods](https://agentmods.dev/badge/skills/ahmed3elshaer/everything-claude-code-mobile/continuous-learning.svg)](https://agentmods.dev/skills/ahmed3elshaer/everything-claude-code-mobile/continuous-learning)
Your own site
<a href="https://agentmods.dev/skills/ahmed3elshaer/everything-claude-code-mobile/continuous-learning"><img src="https://agentmods.dev/badge/skills/ahmed3elshaer/everything-claude-code-mobile/continuous-learning.svg" alt="Measured on agentmods" height="20"></a>
Per session 20 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 248 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00020 $0.00248
Opus 5 $0.00010 $0.00124
Sonnet 5 $0.00004 $0.00050
Haiku 4.5 $0.00002 $0.00025

Measured 5d ago against content hash 897d0019e600, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

continuous-learning scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.opencode/skills/continuous-learning/SKILL.md · 42 lines

What it actually says

Continuous Learning for Mobile

Extract patterns from your mobile development sessions to create reusable skills.

How It Works

  1. Session Hooks - Post-session analysis extracts patterns
  2. Pattern Storage - Patterns saved to .claude/instincts/
  3. Skill Evolution - Related patterns cluster into skills

Pattern Types

  • Compose patterns - UI component structures, state management
  • Architecture decisions - Module organization, layer patterns
  • Error handling - API error mapping, fallback strategies
  • Testing patterns - Test structure, mocking approaches
  • Build patterns - Dependency management, configuration

Commands

/learn                  # Extract patterns now
/instinct-status        # View learned patterns
/instinct-export        # Export for sharing
/evolve                 # Cluster into skills

Integration

Runs automatically via hooks:

  • PreCompact - Saves session context
  • Stop - Extracts patterns from session

Remember: The more you code, the smarter your agent becomes.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 42 lines · 20 tokens per session scan A 897d0019e600

Subscribe to this mod's changes

continuous-learning is a skill published in the GitHub repository ahmed3elshaer/everything-claude-code-mobile (65 stars, last pushed 2mo ago), licensed MIT. It adds 20 tokens to every session and 248 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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