skills/FLAME-router/SKILL.md
Classify inference work into the stateless FLAME tool lane or the governed constitutional agent lane without granting either lane new authority.
npx skillsauth add ariffazil/openclaw-workspace FLAME-routerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Skill ID: FLAME-router · Version: 1.0.0 · Axis: routing Load when: Any agent needs to decide between FLAME (tool lane) and constitutional cascade (agent lane). Do NOT load for: Constitutional judgment, SEAL/HOLD decisions, human-facing responses.
TOOL LANE (FLAME): Workers, batch jobs, summarizers, classifiers, embedders.
RM0. Hit-rate adaptive. Zero constitutional authority.
AGENT LANE (cascade): Agents, reasoning, judgment, governance.
TokenRouter→MiniMax→MiMo→Groq→Gemini→Cerebras→SEA-LION→Ollama→HOLD.
F1-F13 gated. Constitutional.
| Task | Lane | Why | |------|------|-----| | Summarize a log file | FLAME | No judgment needed | | Classify 1000 documents | FLAME | Pure throughput | | Generate embeddings | FLAME | Stateless transform | | Reason about architecture | Agent | Needs constitutional grounding | | Judge a constitutional question | Agent | F1-F13 required | | Respond to Arif | Agent | Human-facing, governed | | Health-check free tier | FLAME | Observation only | | Execute a forge mutation | Agent | Lease + judge required |
free-llm "prompt" # Single inference through free-loop
free-llm --mode probe # Health check all 8 models
free-llm --mode stats # Hit-rate dashboard
free-llm --mode seal # Integrity seal
free-llm --batch file.txt # Batch processing
FLAME NEVER:
FLAME ONLY:
FLAME activates 8 ATLAS333 paradoxes (Memory: M6,M7,M8 · Mind: R1,R4,R7 · Contour: C1,C2). Key tensions: speed vs. quality (R1), stability vs. reordering (M6), free access vs. constitutional boundary (C1). See FLAME_ATLAS333_MAP.md.
free-llm --mode probefree-llm --mode statsdevelopment
Federation-wide gold (XAUUSD) trading capability. Python stack, OANDA broker, backtesting, macro signals, RSI strategy. Every organ has a role.
development
Capital claim state management — tracks claim lifecycle across WEALTH organ.
development
Archived constitutional warga placeholder retained only for audit provenance. Do not use for active work; use the live arifOS governance and constitutional skills instead.
testing
Warga (citizen) agent skills for AAA federation members. See subdirectories for specialized warga skills.