Vendor OpenClaw source as Adolf fork baseline
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Adolf is a fork/vendored clone of github.com/openclaw/openclaw (v2026.6.11), free to diverge. Tree copied sans upstream .git; upstream remote added for future syncs. Node pinned to 24 (.nvmrc); engines already require >=22.19. Preserves docs/ARCHITECTURE.md. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01LeqyaxJF2nbRXJtae2kNB2
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174
extensions/open-prose/skills/prose/lib/cost-analyzer.prose
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174
extensions/open-prose/skills/prose/lib/cost-analyzer.prose
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# Cost Analyzer
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# Analyzes runs for token usage and cost patterns
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#
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# Usage:
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# prose run @openprose/lib/cost-analyzer
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#
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# Inputs:
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# run_path: Path to run to analyze, or "recent" for latest runs
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# scope: single | compare | trend
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#
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# Outputs:
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# - Token usage breakdown by agent/phase
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# - Model tier efficiency analysis
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# - Cost hotspots
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# - Optimization recommendations
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input run_path: "Path to run, or 'recent' for latest runs in .prose/runs/"
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input scope: "Scope: single (one run) | compare (multiple runs) | trend (over time)"
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# ============================================================
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# Agents
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# ============================================================
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agent collector:
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model: sonnet
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prompt: """
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You collect and structure cost/token data from .prose runs.
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Extract from run artifacts:
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- Model used per session (haiku/sonnet/opus)
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- Approximate token counts (estimate from content length)
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- Session count per agent
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- Parallel vs sequential execution
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"""
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agent analyzer:
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model: opus
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prompt: """
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You analyze cost patterns and identify optimization opportunities.
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Consider:
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- Model tier appropriateness (is opus needed, or would sonnet suffice?)
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- Token efficiency (are contexts bloated?)
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- Parallelization (could sequential steps run in parallel?)
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- Caching opportunities (repeated computations?)
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"""
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agent tracker:
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model: haiku
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persist: user
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prompt: """
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You track cost metrics across runs for trend analysis.
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Store compactly: run_id, program, total_cost_estimate, breakdown.
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"""
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# ============================================================
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# Phase 1: Collect Run Data
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# ============================================================
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let runs_to_analyze = session: collector
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prompt: """
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Find runs to analyze.
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Input: {run_path}
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Scope: {scope}
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If run_path is a specific path, use that run.
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If run_path is "recent", find the latest 5-10 runs in .prose/runs/
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For scope=compare, find runs of the same program.
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For scope=trend, find runs over time.
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Return: list of run paths to analyze
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"""
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let run_data = runs_to_analyze | pmap:
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session: collector
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prompt: """
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Extract cost data from run: {item}
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Read state.md and bindings to determine:
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1. Program name
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2. Each session spawned:
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- Agent name (or "anonymous")
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- Model tier
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- Estimated input tokens (context size)
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- Estimated output tokens (binding size)
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3. Parallel blocks (how many concurrent sessions)
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4. Total session count
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Estimate costs using rough rates:
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- haiku: $0.25 / 1M input, $1.25 / 1M output
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- sonnet: $3 / 1M input, $15 / 1M output
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- opus: $15 / 1M input, $75 / 1M output
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Return structured JSON.
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"""
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context: item
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# ============================================================
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# Phase 2: Analyze
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# ============================================================
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let analysis = session: analyzer
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prompt: """
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Analyze cost patterns across these runs.
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Data: {run_data}
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Scope: {scope}
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For single run:
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- Break down cost by agent and phase
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- Identify the most expensive operations
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- Flag potential inefficiencies
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For compare:
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- Show cost differences between runs
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- Identify which changes affected cost
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- Note if cost increased/decreased
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For trend:
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- Show cost over time
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- Identify if costs are stable, growing, or improving
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- Flag anomalies
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Always include:
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- Model tier efficiency (are expensive models used appropriately?)
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- Context efficiency (are contexts lean or bloated?)
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- Specific optimization recommendations
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Return structured JSON with:
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{
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"summary": { total_cost, session_count, by_model: {...} },
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"hotspots": [ { agent, cost, percent, issue } ],
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"recommendations": [ { priority, description, estimated_savings } ],
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"details": { ... }
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}
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"""
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context: run_data
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# ============================================================
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# Phase 3: Track for Trends
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# ============================================================
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resume: tracker
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prompt: """
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Record this cost analysis for future trend tracking.
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{analysis.summary}
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Add to your historical record.
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"""
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context: analysis
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# ============================================================
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# Output
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# ============================================================
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output report = session "Format report"
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prompt: """
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Format the cost analysis as a readable report.
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Analysis: {analysis}
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Include:
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1. Executive summary (total cost, key finding)
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2. Cost breakdown table
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3. Hotspots (where money goes)
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4. Recommendations (prioritized)
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5. If scope=trend, include trend chart (ascii or description)
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Format as markdown.
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"""
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context: analysis
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