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.
npx agentmods add skills/ozmasterai/torus-framework/super-evolvenpx skills add OZmasterAI/Torus-Framework --skill super-evolvegit clone --depth 1 https://github.com/OZmasterAI/Torus-FrameworkWhat 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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00035 | $0.03833 |
| Opus 5 | $0.00017 | $0.01917 |
| Sonnet 5 | $0.00007 | $0.00767 |
| Haiku 4.5 | $0.00003 | $0.00383 |
Grade C, and why
super-evolve scanned grade C with 2 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 2d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
grep -c "gate_0[0-9]" ~/.claude/hooks/test_framework.py 2>/dev/null || \ Enumerates other installed skillsmediumAgent snooping
Other skills' SKILL.md files reveal prompts, capabilities and secrets that should be invisible to peers.
ls ~/.claude/skill-library/ How it starts
The opening of the file, as written. The whole thing — 435 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/super-evolve — Ultimate Framework Self-Evolution
Merged from: /evolve + /self-improve
When to use
When the user says "super-evolve", "super evolve", "full evolution", "deep improve", or wants the most comprehensive version of autonomous framework improvement that combines component scanning, deep memory mining, external research, and structured execution.
Commands
/super-evolve— Full evolution cycle (scan, research, execute, validate)/super-evolve --quick— Skip external research phase, memory-only analysis/super-evolve --area <focus>— Limit to a specific area (gates, memory, skills, docs, tests)/super-evolve --dry-run— Identify and rank improvements without implementing/super-evolve --auto— Skip user approval pause (use with caution)
Hard Limits (read before executing anything)
- Maximum 5 changes per invocation — prevents scope creep and runaway edits
- Gates 1, 2, and 3 are protected — never modify without explicit user approval (Tier 1 safety)
- enforcer.py, boot.py, memory_server.py — never modify without querying search_knowledge first and getting explicit approval
- Always run the full test suite BEFORE and AFTER each change
- Every change must be saved to memory with
type:feature,area:frameworktags - If any gate test fails post-change, revert and report — do not continue
Phase 1: SCAN — Inventory Every Framework Component
Collect the full component map. Run ALL of these:
# Gates
ls ~/.claude/hooks/gates/
# Hook scripts (registered in settings.json)
python3 -c "import json; d=json.load(open('~/.claude/settings.json')); [print(h) for h in d.get('hooks', {})]"
# Skills
ls ~/.claude/skill-library/
# MCP tools (registered servers)
python3 -c "import json; d=json.load(open('~/.claude/settings.json')); [print(s) for s in d.get('mcpServers', {}).keys()]"
# Scripts
ls ~/.claude/scripts/ 2>/dev/null || echo "(no scripts dir)"
# Plugins
ls ~/.claude/plugins/ 2>/dev/null || echo "(no plugins dir)"
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.
- 2d ago First seen · 435 lines · 35 tokens per session scan C bbff7f757b7c
super-evolve is a skill published in the GitHub repository OZmasterAI/Torus-Framework (5 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 35 tokens to every session and 3,833 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it C with 2 findings (reads agent configuration directories, enumerates other installed skills). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
capability-evolver
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
capability-evolver
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap Hub via local Proxy mailbox.
capability-evolver
Self-evolution workflow for the agent. Before substantive work, recall past outcomes from evolution memory; while editing, detect improvement signals; at task end, record the outcome; when reusable, distill or search the EvoMap network for proven genes/capsules. Use when the user starts non-trivial work (a feature, a…
allocate-resource
Receives a capability gap, runs the AI-first decision tree (4 yes/no questions), and routes to either design-agent (AI route) or a human-hire job spec (human route). The AI-first kernel of OPOS — every gap is evaluated for AI suitability before human hire.
design-agent
Design a new agent role file (.claude/agents/ / .md) by reading the framework, consulting relevant agents, and proposing the design to the human for approval.
design-process
Design a new process (SKILL.md + PROCESS.md) by reading the OS, consulting involved departments, and proposing the design to the human for approval.