everything-claude-code-mobile: Skill for Claude Code

.opencode/skills/continuous-learning-v2/SKILL.md

continuous-learning-v2 is a skill for Claude Code, OpenCode from ahmed3elshaer/everything-claude-code-mobile. It costs 23 tokens per session (317 once invoked), scanned A, original, MIT.

A learning system that records reusable mobile-development patterns, such as Compose state handling, MVI state management, Koin modules, Ktor errors, and Espresso tests. It gives each pattern a confidence score that changes with use and acceptance.

In plain words
What is it for?
Use it to view, import, export, and evolve mobile-development patterns across coding sessions.
Why use it?
It keeps useful lessons from being forgotten and distinguishes experimental patterns from ones that have worked repeatedly.

Skill for Claude CodeOpenCode

Written for Claude Code and OpenCode: shipped in a Claude Code plugin, but also installed under .opencode/.

This is ahmed3elshaer/everything-claude-code-mobile's own configuration. It tells Claude Code and OpenCode how to work on everything-claude-code-mobile itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything everything-claude-code-mobile configures →

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

Reuse

Borrowing it

Nothing to install: this file belongs to ahmed3elshaer/everything-claude-code-mobile. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/ahmed3elshaer/everything-claude-code-mobile/main/.opencode/skills/continuous-learning-v2/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/ahmed3elshaer/everything-claude-code-mobile

Made for: Claude Code, OpenCode.

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-v2

README.md
[![agentmods](https://agentmods.dev/badge/skills/ahmed3elshaer/everything-claude-code-mobile/continuous-learning-v2.svg)](https://agentmods.dev/skills/ahmed3elshaer/everything-claude-code-mobile/continuous-learning-v2)
Your own site
<a href="https://agentmods.dev/skills/ahmed3elshaer/everything-claude-code-mobile/continuous-learning-v2"><img src="https://agentmods.dev/badge/skills/ahmed3elshaer/everything-claude-code-mobile/continuous-learning-v2.svg" alt="Measured on agentmods" height="20"></a>
Per session 23 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 317 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00023 $0.00317
Opus 5 $0.00012 $0.00159
Sonnet 5 $0.00005 $0.00063
Haiku 4.5 $0.00002 $0.00032

Measured 8d ago against content hash 2bd7204822f5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

continuous-learning-v2 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 8d 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-v2/SKILL.md · 59 lines

What it actually says

Continuous Learning v2

Instinct-based learning with confidence scoring.

Instinct Structure

{
  "id": "compose-state-hoisting",
  "type": "pattern",
  "description": "Always hoist state to caller in Composables",
  "confidence": 0.85,
  "examples": [...],
  "context": "jetpack-compose",
  "lastUsed": "2026-02-02"
}

Confidence Scoring

Score Meaning
0.0-0.3 Experimental
0.3-0.6 Validated
0.6-0.8 Established
0.8-1.0 Best practice

Confidence increases with:

  • Successful application
  • User acceptance
  • Consistency across sessions

Commands

/instinct-status        # View with confidence
/instinct-import <file> # Import from others
/instinct-export        # Export for sharing
/evolve                 # Cluster related instincts

Mobile-Specific Instincts

Pre-configured patterns for:

  • Compose recomposition optimization
  • MVI state management
  • Koin module organization
  • Ktor error handling
  • Espresso test patterns

Remember: Instincts evolve. Low confidence patterns may become best practices.

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. 8d ago First seen · 59 lines · 23 tokens per session scan A 2bd7204822f5

Subscribe to this mod's changes

continuous-learning-v2 is a skill published in the GitHub repository ahmed3elshaer/everything-claude-code-mobile (66 stars, last pushed 2mo ago), licensed MIT. It adds 23 tokens to every session and 317 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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