Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub · Productivity
OpenClaw Tally
Tokens tell you how much you paid. Tasks tell you what you got. Tally tracks every OpenClaw task from start to finish — cost, complexity, and efficiency score.
skill openclawclawhub Free
Tokens tell you how much you paid. Tasks tell you what you got. Tally tracks every OpenClaw task from start to finish — cost, complexity, and efficiency score.
⬇ 0 downloads ★ 0 stars Unverified but indexed
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
- PRD.md, README.md, SKILL.md, db/migrations/001_initial.sql, package-lock.json, package.json
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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 0.3.1
Provenance
- Publisher
- JonathanJing
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
OpenClaw Tally
Reframes AI usage from token-counting to task-completion economics. Instead of "how many tokens?", answer "how much to get X done, and was it worth it?"
1. Ask OpenClaw (Recommended)
Tell OpenClaw: "Install the openclaw-tally skill." The agent will handle the installation and configuration automatically.
2. Manual Installation (CLI)
If you prefer the terminal, run: clawhub install openclaw-tally
Security & Privacy Declaration
Hook: This skill registers a message-post hook and processes every message. Local only: All processing is purely local. No data is sent to any external server. Message content: The task detector reads message text to identify task boundaries (start/complete/fail signals) using regex pattern matching. No message text is stored — only metadata (token count, model, session_id, complexity score) is persisted to the database. Sandboxed storage: SQLite database defaults to ~/.openclaw/tally/tally.db. A custom path can be provided for testing. Native dependency: Requires better-sqlite3 (native Node.js addon). Installation runs npm install which triggers a native build step. Permissions: No network access. No exec permissions. Filesystem limited to ~/.openclaw/tally/.
What It Does
Detects tasks automatically from message streams (Layer 1: Task Detector) Attributes costs across sessions, sub-agents, and cron triggers (Layer 2: Task Ledger) Computes TES (Task Efficiency Score) per task, model, and cron (Layer 3: Analytics Engine)
Commands
/tasks list — Show recent tasks with status, cost, and TES /tasks stats — Summary statistics for a time period /tasks this-week — This week's task summary /tasks show <task_id> — Show task detail /tasks report --dimension model — Model efficiency report /tasks cron-health — Cron efficiency and health check
Complexity Levels
L1 (Reflex): Single-turn, text-only, no tools L2 (Routine): Multi-turn or 1–3 tool calls L3 (Mission): Multiple tools + file I/O + external APIs L4 (Campaign): Sub-agents + cron + cross-session
TES (Task Efficiency Score)
TES = quality_score / (normalized_cost × complexity_weight) > 2.0 🟢 Excellent 1.0–2.0 🟡 Good 0.5–1.0 🟠 Below average < 0.5 🔴 Poor 0.0 ⚫ Failed
Usage
When the skill is installed, it automatically hooks into message-post. Use the /tasks commands above to query analytics. All data is stored locally in ~/.openclaw/tally/tally.db. See PRD.md for the full product specification.
Category context
Workflow acceleration for inboxes, docs, calendars, planning, and execution loops.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
3 Docs2 Config1 Files
- SKILL.md
- PRD.md
- README.md
- package-lock.json
- package.json
- db/migrations/001_initial.sql