Help us improve
Share bugs, ideas, or general feedback.
Share bugs, ideas, or general feedback.
Share bugs, ideas, or general feedback.
By h315uk3
Capture your coding patterns from prompts, notes, and file edits to build a personal knowledge base. Analyze and promote frequent patterns into reusable skills, agents, and workflows. Toggle active learning, review quality with SM-2, optimize for redundancy, and execute workflows to mimic your style.
npx claudepluginhub h315uk3/symbiosis --plugin as-youToggle active learning: capture prompts and file edits automatically
As You: pattern learning and external memory
Learn from your work: add notes, view patterns, and build knowledge
Manage learned patterns: save as skills/agents, analyze, review quality, and view statistics
Manage workflows: save procedures, view/execute, and optimize quality
Analyze code edit patterns semantically using Claude's understanding. Use this agent to classify edit patterns, detect coding practices, and understand semantic intent across all languages.
Generate skills or agents based on memory patterns or user requirements. Use this agent when creating new skills, generating new agents, or converting patterns to components.
Analyze memory patterns from pattern_tracker.json and suggest skill/agent promotion. Use this agent when analyzing memory patterns, detecting frequent patterns, or suggesting knowledge base promotion.
Review and validate promoted skills/agents before creation. Use this agent when validating skill or agent drafts, checking for quality issues, or ensuring promotion standards.
Analyze and optimize saved workflows for efficiency and maintainability. Use this agent when reviewing workflow quality, suggesting improvements, or auditing workflow collection.
Modifies files
Hook triggers on file write and edit operations
Uses power tools
Uses Bash, Write, or Edit tools
Share bugs, ideas, or general feedback.
Own this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge.
Sign in to claimOwn this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge.
Sign in to claimBased on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
You work with me (Claude) - I guide your workflow and suggest next actions.
A Claude Code plugin that's alive. Observes everything, learns instincts, evolves capabilities. Bound to one maker.
Your habits, imprinted on AI. One plugin replaces eleven skills: memory, compression, onboarding, code review, debugging, planning, progress tracking, testing, git workflow, SEO, and copywriting. Learns how you work and applies it across every session, project, and platform.
Curate auto-memory, promote learnings to CLAUDE.md and rules, extract proven patterns into reusable skills.
Session workflow helpers - knowledge capture, confusion handling, course correction, clipboard copy
Local-first personal AI identity layer for MCP-compatible coding tools. Stores user-approved lessons, decisions, playbooks, and project context as local JSON. AI can suggest knowledge; you decide what becomes permanent. Local-first, no cloud, no account.
You work with me (Claude) - I guide your workflow and suggest next actions.
Adaptive lunch decision assistant - helps you decide what to eat through intelligent questioning
You work with me (Claude) - I guide your workflow and suggest next actions.

Claude guesses instead of asking. Claude forgets everything between sessions. Symbiosis fixes both.
You: "Add authentication"
Claude: *implements JWT*
You: "I meant OAuth"
Claude: *rebuilds everything*
Time lost to miscommunication.
→ with-me asks clarifying questions before building.
Today: "Remember, User.findById() can return null - null checks are critical"
Tomorrow: *Claude writes code without null checks*
You: "I told you yesterday about null checks..."
Claude: "Sorry, I don't remember previous sessions"
You repeat the same lessons in every session.
→ as-you captures insights and surfaces them when relevant.
with-me — Asks intelligent questions before building. No more guessing. No more rebuilding.
as-you — Captures insights, extracts patterns, promotes to reusable skills and workflows. No more losing knowledge between sessions.
Zero setup. Install and use immediately. No configuration. No external services.
See it work: with-me demo | as-you demos
Turns vague ideas into detailed specifications through systematic questioning.
You: "Add authentication"
/with-me:good-question
Claude: "What authentication method?"
→ OAuth 2.0, JWT, session-based, or API keys?
Claude: "Where to store tokens?"
→ localStorage, httpOnly cookies, or memory?
# Continues across 5 dimensions until clear
Result: Detailed specification with acceptance criteria,
edge cases, security considerations, and implementation steps.
Claude forgets between sessions. Your insights, discoveries, and hard-earned knowledge disappear.
as-you stores notes and extracts patterns automatically. Learn once. Reference forever.
# During development: Capture insights
/as-you:learn "User.findById() returns null if not found - null check critical"
/as-you:learn "Auth middleware checks user.role before admin routes"
# Manage patterns: promote to skills/agents, review quality, view statistics
/as-you:patterns
# Next session: Relevant patterns shown at session start
Session start: "Relevant habits for this session:
1. User.findById() returns null if not found..."
with-me covers 5 critical dimensions systematically: what you're building, what data it uses, how it behaves, what constraints exist, and what quality standards matter. Stops when everything is clear.
as-you captures notes automatically from your work. Patterns emerge from repeated observations. Scores by relevance and recency. Promote valuable patterns to reusable skills. Review quality periodically. Surfaces the right patterns at the right time.
Pure Python 3.11+ standard library—no external dependencies, no network calls except Claude Code API.
Fast. Private. Auditable. Works offline.
Add the marketplace:
/plugin marketplace add h315uk3/symbiosis
Install plugins:
/plugin install with-me@h315uk3-symbiosis
/plugin install as-you@h315uk3-symbiosis
Start immediately:
/with-me:good-question # Clarify requirements
/as-you:learn # Capture insights
/as-you:patterns # Manage learned patterns
No configuration files. No API keys. No setup steps.
Scenario: "Add user authentication"
/with-me:good-question
# Claude asks 5-12 targeted questions:
Claude: "What authentication method?"
→ OAuth 2.0, JWT, session-based, or API keys?
Claude: "Where to store tokens?"
→ localStorage, httpOnly cookies, or memory?
Claude: "Token expiration strategy?"
→ Short-lived only, refresh tokens, or remember-me?
# Result: Detailed specification including:
# - Acceptance criteria
# - Edge cases (token expiration, concurrent sessions)
# - Security considerations
# - Implementation steps
Scenario: Recording discoveries during development