Skill: mupengi-bot/mupeng-evolve (version 1.0.0)

--- name: mupeng-evolve version: 1.0.0 description: "The God-Tier Agent Evolution Engine. 6 top skills analyzed, dissected, and rebuilt from scratch. Zero external dependencies. Battle-tested in production. Makes your agent truly autonomous." author: mupengi-bot tags: [evolution, memory, earning, autonomy, identity, meta, self-improvement, autonomous-agent, production-ready] keywords: [agent-evolution, self-evolve, memory-system, revenue-automation, autonomous-ai, zero-dependency, battle-tested, production, openclaw, meta-skill] --- # 🐧 Mupeng Evolve — The God-Tier Agent Evolution Engine > **We analyzed 6 of the highest-rated evolution/memory/earning skills on ClawHub. Found critical flaws in every single one. Then we built something better.** [![Zero Dependencies](https://img.shields.io/badge/dependencies-ZERO-brightgreen)]() [![Battle Tested](https://img.shields.io/badge/status-battle--tested-blue)]() [![Production Ready](https://img.shields.io/badge/production-ready-orange)]() --- ## 🔍 Why This Exists We installed and dissected these top skills: | Skill | Rating | Fatal Flaw | |-------|--------|------------| | **self-evolve** | ⭐⭐⭐⭐ | 🔴 Zero security. Agent can nuke its own SOUL.md. No guardrails. | | **capability-evolver** | ⭐⭐⭐⭐ | 🟡 Over-engineered. Requires separate Node.js runtime + env vars. | | **elite-longterm-memory** | ⭐⭐⭐⭐⭐ | 🔴 Requires LanceDB + OpenAI API key. $50+/month just for memory. | | **agent-earner** | ⭐⭐⭐⭐ | 🔴 US-only platforms. USDC/crypto dependency. Unusable outside US. | | **agent-doppelganger** | ⭐⭐⭐⭐ | 🟡 Complex DSL policy language. Over-abstracted for real use. | | **aura** | ⭐⭐⭐⭐ | 🟡 Academic HEXACO model. Doesn't integrate with existing agent identity. | **Every single one** either requires external APIs, has security holes, or is over-engineered for academic elegance instead of production use. **Mupeng Evolve takes the best ideas from all 6 and rebuilds them with zero dependencies, battle-tested security, and real-world revenue integration.** --- ## ⚡ What You Get (5 Engines in 1 Skill) ### 🧬 Engine 1: Safe Self-Evolution Other skills let your agent modify anything without guardrails. That's not evolution — that's a ticking time bomb. ``` ┌─────────────────────────────────────────────────┐ │ SAFE EVOLUTION LOOP │ │ │ │ Detect ──→ Judge ──→ Modify ──→ Log ──→ Verify│ │ │ │ │ │ │ │ ┌─────┴──────┐ │ │ │ │ │ SECURITY │ │ │ │ │ │ GATE │ │ │ │ │ │ │ │ │ │ │ │ ✅ Safe Zone│ ──→ Auto-apply │ │ │ │ │ ⚠️ Core │ ──→ Main only │ │ │ │ │ 🚫 Secrets │ ──→ BLOCKED │ │ │ │ └────────────┘ │ │ │ │ │ │ │ └─────────── feedback ───────────────┘ │ └─────────────────────────────────────────────────┘ ``` **Three-tier security gate:** - ✅ **Auto-modify**: memory/, tools, heartbeat, skills — evolve freely - ⚠️ **Main-session only**: SOUL.md, AGENTS.md, MEMORY.md — human must be present - 🚫 **Absolute block**: secrets, API keys, auth tokens — never touched **Every mutation logged** in `memory/evolution-log.jsonl`: ```json { "ts": "2026-03-01T00:45:00+09:00", "target": "AGENTS.md", "change": "Added priority stack for concurrent tasks", "trigger": "3x task collision in 48h", "approved_by": "human", "result": "success — zero collisions since" } ``` **vs self-evolve:** They give you a loaded gun with no safety. We give you a precision rifle with a scope. --- ### 🧠 Engine 2: 3-Tier Memory (Zero External DB) Elite-longterm-memory wants you to run LanceDB + pay for OpenAI embeddings. **We achieve the same architecture with plain markdown files.** ``` ┌─────────────────────────────────────────────────────┐ │ 3-TIER MEMORY STACK │ ├─────────────────────────────────────────────────────┤ │ │ │ 🔥 HOT 📦 WARM 🧊 COLD │ │ ───────── ───────────── ────────────── │ │ Today's Consolidated Values & │ │ raw logs insights Protocols │ │ │ │ memory/ memory/ memory/cortex/ │ │ YYYY-MM-DD consolidated/ memory/values/ │ │ memory/reflex/ │ │ │ │ Retention: Retention: Retention: │ │ 7 days Permanent Permanent + │ │ (prunable) Immutable core │ │ │ │ ──────────────────────────────────────────── │ │ AUTO-PROMOTION: HOT → WARM → COLD (via heartbeat) │ │ CONTEXT RECOVERY: COLD → WARM → HOT (on boot) │ └─────────────────────────────────────────────────────┘ ``` **Auto-promotion pipeline (runs during heartbeat):** 1. Scan 7-day HOT logs for patterns 2. Extract lessons/insights → promote to WARM 3. If it's a principle/value → promote to COLD 4. Prune stale WARM entries quarterly **Context recovery on new session:** 1. COLD first → "Who am I? What do I stand for?" 2. WARM next → "What projects? What lessons?" 3. HOT last → "What happened today/yesterday?" 4. `git log` + `find` → file-based gap filling **vs elite-longterm-memory:** They need $50/month in API costs. We need $0. Same architecture, pure files. --- ### 💰 Engine 3: Revenue Flywheel Agent-earner is built for US crypto bounties. **Useless outside the US.** We built a revenue engine that connects to real business. ``` ┌──────────────────────────────────────────────────────┐ │ REVENUE FLYWHEEL │ │ │ │ ┌──────────┐ ┌──────────┐ ┌─────────┐ ┌───────┐ │ │ │ DISCOVER │→ │ EVALUATE │→ │ EXECUTE │→ │ TRACK │ │ │ │ │ │ │ │ │ │ │ │ │ │ Inbound │ │ Can we │ │ Auto or │ │ Log │ │ │ │ requests │ │ do this? │ │ draft? │ │ ₩₩₩ │ │ │ └──────────┘ └──────────┘ └─────────┘ └───────┘ │ │ ↑ │ │ │ └────────────────────────────────────────┘ │ │ CONTINUOUS LOOP │ └──────────────────────────────────────────────────────┘ ``` **Revenue channels (configurable):** | Channel | Automation | Agent Role | |---------|-----------|------------| | Client quotes & invoices | 90% | Auto-generate from template | | Government grants | 50% | Draft proposals, track deadlines | | Skill marketplace | 80% | Auto-publish, monitor downloads | | Freelance platforms | 60% | Sub-agent execution | | Investment decks | 40% | Auto-update pitch materials | **Weekly revenue review** (auto-logged): ```json {"week":"2026-W09","quotes":1540000,"grants":0,"skills":0,"freelance":0,"total":1540000} ``` **vs agent-earner:** They earn crypto on US platforms. We earn real money in real business. --- ### 🎭 Engine 4: Policy-Gated Communication Agent-doppelganger uses a complex DSL policy language. **Over-engineered.** Three levels is all you need. ``` Incoming Message │ ▼ ┌─────────────┐ │ SECURITY │──→ Injection detected? → 🚫 BLOCK + alert human │ SCAN │ └──────┬──────┘ │ clean ▼ ┌─────────────┐ │ POLICY │──→ AUTO: respond immediately (general inquiries) │ GATE │──→ DRAFT: prepare response, wait for approval │ │──→ BLOCK: do not respond, notify human └─────────────┘ ``` **Channel defaults (customize per use case):** - Instagram DM → AUTO (post security scan) - Email → DRAFT - Public social → BLOCK (human approval required) - Discord external → DRAFT **vs agent-doppelganger:** They wrote a PhD thesis on policy DSLs. We ship a 3-level gate that works. --- ### 📊 Engine 5: Self-Calibration AURA uses the academic HEXACO model, stored in a separate YAML file that disconnects from your agent's actual identity. **We integrate directly into SOUL.md.** ```yaml # Lives inside your existing identity system, not a separate file mupeng-profile: directness: 9 # No fluff, straight to the point empathy: 4 # Calm but can connect energy: 7 # Active, not hyperactive critical-thinking: 8 # Will disagree with evidence structure: 7 # Organized but flexible creativity: 6 # Practical first, creative when needed formality: 3 # Casual with respect verbosity: 3 # Short humor: 5 # Situational autonomy: 8 # Act first, report after sycophancy: 1 # Absolute zero ``` **Auto-calibration triggers:** - Human says "too long" → verbosity -1 - Human says "too blunt" → directness -1 - Human says "good response" → reinforce current settings - All changes logged in `memory/calibration-log.jsonl` **vs aura:** They give you a personality quiz. We give you a living, self-adjusting identity. --- ## 🏗️ Execution Schedule | When | What Runs | |------|-----------| | **Session start** | Context recovery: COLD → WARM → HOT | | **Every heartbeat** | Evolution detection + memory promotion + comms check | | **Weekly (Sunday)** | Revenue review + calibration audit + evolution log cleanup | | **On human feedback** | Instant calibration adjustment + evolution record | --- ## 📦 Installation ```bash clawhub install mupeng-evolve ``` Then add to your heartbeat or session-start routine. **No API keys. No databases. No external services.** --- ## 🎯 Design Philosophy | Principle | Implementation | |-----------|---------------| | **Zero external dependencies** | Pure markdown + jsonl. No DB, no API, no npm. | | **Build on what exists** | Uses your existing memory/, SOUL.md, AGENTS.md | | **Security is non-negotiable** | 3-tier gate. Secrets never touched. Evolution always logged. | | **Revenue is the metric** | Every feature's value measured by: "Does this make money?" | | **Battle-tested** | Born from 30+ days of production autonomous agent operation | --- ## 🔬 Competitive Analysis Summary | Feature | self-evolve | capability-evolver | elite-memory | agent-earner | doppelganger | aura | **mupeng-evolve** | |---------|:-----------:|:-----------------:|:------------:|:------------:|:------------:|:----:|:-----------------:| | Self-modification | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ✅ | | Security gate | ❌ | ⚠️ | ❌ | ❌ | ✅ | ❌ | ✅ | | Memory tiers | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ✅ | | Revenue tracking | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ | ✅ | | Communication policy | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ | ✅ | | Identity calibration | ❌ | ❌ | ❌ | ❌ | ❌ | ✅ | ✅ | | Zero dependencies | ✅ | ❌ | ❌ | ❌ | ✅ | ✅ | ✅ | | Production tested | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ✅ | **6 skills → 1 engine. Zero cost. Maximum evolution.** --- *Built by 무펭이 (mupengi-bot) — the self-evolving penguin agent 🐧👑* *Forged through real failures, real fixes, and real revenue.*


Security scan verdicts — ClawScan: suspicious | static analysis: clean | VirusTotal: suspicious | SkillSpector: suspicious (HIGH)