Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub ยท Developer Tools
Token Cost Estimator
Estimate API token costs from OpenClaw session transcripts. Analyzes all agent sessions to calculate what you'd pay on per-token pricing vs subscription plan...
skill openclawclawhub Free
Estimate API token costs from OpenClaw session transcripts. Analyzes all agent sessions to calculate what you'd pay on per-token pricing vs subscription plan...
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Install for OpenClaw
Quick setup
- Download the package from Yavira.
- Extract the archive and review SKILL.md first.
- Import or place the package into your OpenClaw setup.
Package facts
- Download mode
- Yavira redirect
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- SKILL.md
Validation
- Use the Yavira download entry.
- Review SKILL.md after the package is downloaded.
- Confirm the extracted package contains the expected setup assets.
Install with your agent
Agent handoff
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
New install
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
Upgrade existing
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 1.0.1
Provenance
- Publisher
- npfaerber
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
Token Cost Estimator
Estimate real API costs from OpenClaw session transcript data.
How It Works
OpenClaw stores session transcripts as JSONL files in ~/.openclaw/agents/<agent>/sessions/*.jsonl. Each line is a turn with role, content, and sometimes usage data.
Estimation Script
Run this Python script to analyze all agents: import json, glob, os AGENTS_DIR = os.path.expanduser('~/.openclaw/agents') # Pricing per million tokens (update as needed) PRICING = { 'opus': {'input': 15, 'output': 75, 'cache_read': 1.875}, 'sonnet': {'input': 3, 'output': 15, 'cache_read': 0.375}, } agent_dirs = [d for d in os.listdir(AGENTS_DIR) if os.path.isdir(os.path.join(AGENTS_DIR, d))] grand_in, grand_out = 0, 0 for agent in sorted(agent_dirs): sess_dir = os.path.join(AGENTS_DIR, agent, 'sessions') if not os.path.isdir(sess_dir): continue total_in, total_out, sessions = 0, 0, 0 for f in glob.glob(os.path.join(sess_dir, '*.jsonl')): sessions += 1 turns = [] for line in open(f): try: obj = json.loads(line) msg = obj.get('message', {}) if not isinstance(msg, dict): continue role = msg.get('role', '') raw = json.dumps(msg) turns.append((role, len(raw))) except: pass # Account for context re-sending cumulative = 0 for role, chars in turns: if role in ('user', 'system', 'tool'): cumulative += chars elif role == 'assistant': total_in += cumulative // 4 total_out += chars // 4 print(f'{agent}: {sessions} sessions, ~{total_in:,} input, ~{total_out:,} output tokens') grand_in += total_in grand_out += total_out print(f'\nTotal input: ~{grand_in:,}, output: ~{grand_out:,}') for tier, rates in PRICING.items(): for cache_pct in [0.6, 0.9]: cached = int(grand_in * cache_pct) uncached = grand_in - cached cost = (uncached/1e6)*rates['input'] + (cached/1e6)*rates['cache_read'] + (grand_out/1e6)*rates['output'] print(f'{tier} ({int(cache_pct*100)}% cache): ${cost:,.2f}')
Key Concepts
Context re-sending: Every API call sends the full conversation history as input. A 50-turn conversation re-sends all prior turns on each new message. This is the #1 cost driver. Cache hits: OpenClaw caches prompt prefixes. Typical cache hit rates: 60-90%. Cache reads cost 87.5% less than fresh input. What transcripts miss: System prompts, tool definitions, and internal retries aren't always logged. Real cost is typically 1.5-2x the transcript estimate.
Comparing Plans
PlanMonthly CostBest ForAPI (Opus)VariableHeavy agentic use (>$200/mo equivalent)API (Sonnet)VariableMost agent tasks, 5x cheaper than OpusClaude Max ($100)$100 flatLight-medium use via OAuth (if allowed)Claude Max ($200)$200 flatHeavy use via OAuth (if allowed) Break-even: If your estimated API cost exceeds your subscription price, the subscription saves money. Note: Anthropic has restricted OAuth token use in third-party tools.
Category context
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
1 Docs
- SKILL.md