7idZddlZddlZddlmZmZddlmZedZedz dz Zedz d z Z d Z d Z d Z gd gdgddZ ddededefdZdedefdZdededdfdZy)uL PROMETHEUS — Capabilities & New Tech General ============================================= Fires evaluation agents to assess and integrate new capabilities, MCPs, and models. Usage: from core.generals.prometheus import spawn_prometheus results = spawn_prometheus("Evaluate Gemini 2.5 Flash vs MiniMax for coding tasks") N)datetimetimezone)Pathz/mnt/e/genesis-systemdataswarm_progresshiveprogressaYou are PROMETHEUS, the Capabilities & New Tech evaluator for Genesis. Capability to evaluate: {capability} Evaluation dimension {agent_index} of {total_agents}: {dimension} Instructions: 1. Research this capability/model/tool thoroughly 2. Test it against Genesis use cases (ReceptionistAI, voice widget, GHL integration) 3. Benchmark against current Genesis stack 4. Identify integration path (native? custom code? MCP?) 5. Write capability card to: {output_file} Capability Card format: ## Capability: {capability} ### Dimension: {dimension} ### Summary ### Performance vs Current Stack ### Integration Complexity (1-5 scale) ### Cost Impact ($USD/month estimate) ### Recommendation: ADOPT / TRIAL / REJECT ### Integration Path ### Next Steps u You are PROMETHEUS, building a new MCP server for Genesis. MCP to build: {capability} Component {agent_index} of {total_agents}: {component} Instructions: 1. Read existing MCP servers in /mnt/e/genesis-system/mcp-servers/ for patterns 2. Build this MCP component following the standard structure 3. Write to: {output_file} 4. Include: manifest.json, main handler, tool definitions, README MCP Structure: - index.js (or main.py) — tool handlers - manifest.json — tool definitions - README.md — usage instructions aYou are a PROMETHEUS benchmark runner. Model under test: {capability} Benchmark suite {agent_index} of {total_agents}: {dimension} Run these Genesis-specific benchmarks: 1. Code generation: Write a FastAPI endpoint with Pydantic models 2. Reasoning: Solve a multi-step orchestration problem 3. Context handling: Summarize a 10K token session transcript 4. Cost efficiency: Tokens used vs output quality 5. Speed: Time-to-first-token Write results to: {output_file} )z3Code generation quality vs MiniMax and Claude Haikuz#Reasoning depth vs Gemini 2.5 Flashz'Context window utilization (1M+ tokens)z&Cost per task vs current Genesis stackzSpeed and latency benchmarks)zTool capability coveragez#Integration complexity with GenesiszSecurity and sandboxingzPerformance and rate limitszDocumentation quality)z!Use case fit for Genesis missionszIntegration path and complexityzCost impact analysiszRisk assessmentzImplementation roadmap)modelmcp capabilitycapability_to_evaluate agent_countreturnc tjddtjdddtjj dd}t|z }|jdd|j dvxs dvxsdv}tfd d D}|rdn|rd nd }|rd nd}tj|td d|}|rtnt} |dd|dd||t|dddtjtj j#t%|d } t|dz } t'|D]}\} } |d| dzddz }| j)|| dzt|| | t%|}|d| dzddz j+|t-d| dzdt|d| ddt/| | t-d |d!t|d"|dd| S)#aS Spawn evaluation agents for a new capability, model, or MCP. Parameters ---------- capability_to_evaluate : str What to evaluate (model name, MCP name, capability description) agent_count : int Number of parallel evaluation agents (default 3) Returns ------- dict with swarm metadata T)parentsexist_ok prometheus_Nr serverbuildc3&K|]}|v yw)N).0kw cap_lowers 1/mnt/e/genesis-system/core/generals/prometheus.py z#spawn_prometheus..~sjr2?js)r geminiclaudeminimaxdeepseekkimir r zanthropic/claude-sonnet-4-5zanthropic/claude-haiku-4-5 PROMETHEUSz Evaluate: Prrunning) swarm_idgeneralmissionr task_typerstories_completedstories_completed_this_hourstatus started_at output_dirz.jsoneval_02dz _output.md)r agent_index total_agents dimension component output_filez _prompt.mdz[PROMETHEUS] Agent /z queued: <z[PROMETHEUS] Swarm u — z evaluators for: )SWARM_PROGRESS_DIRmkdirHIVE_PROGRESS_DIRuuiduuid4hexloweranyEVAL_DIMENSIONSgetPROMETHEUS_MCP_BUILD_PROMPTPROMETHEUS_EVAL_PROMPTlenrnowrutc isoformatstr enumerateformat write_textprint _save_state)r rr&r.is_mcpis_modelr)r dimensionsprompt_template swarm_state state_fileir4r6promptrs @rspawn_prometheusrWfsJTD9D48TZZ\--bq123H"X-JTD1&,,.I i  P8y#8 PGy>  ''-AZK( (  ac#Yj1 1==fE #AaC5#j/):)IcrNCSTUV  K( zs:.??PQghkikQlPm no ct|S)u>Alias for spawn_prometheus — used by genesis_hive.py router.)rW)r s rspawnrZs 2 33rXpathstatecZ|jtj|dty)N)indentdefault)rLjsondumpsrI)r[r\s rrNrNsOODJJuQ<=rX))__doc__rar<rrpathlibr REPO_ROOTr9r;rDrCCAPABILITY_BENCHMARK_PROMPTrArIintdictrWrZrNrrXrrjs ' ( ) '*::&30" " 2ASAsA4AH4#4$4 >d>4>D>rX