Agent skill

Tldr Stats

by parcadei in parcadei/Continuous-Claude-v3

Show full session token usage, costs, TLDR savings, and hook activity

Install Tldr Stats

skills CLI

$ npx skills add parcadei/Continuous-Claude-v3 --skill tldr-stats -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install parcadei/Continuous-Claude-v3 tldr-stats --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/tldr-stats .claude/skills/tldr-stats && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "tldr-stats" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/tldr-stats into .claude/skills/tldr-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tldr-stats", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/tldr-stats

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add parcadei/Continuous-Claude-v3 --skill tldr-stats -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install parcadei/Continuous-Claude-v3 tldr-stats --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/tldr-stats .agents/skills/tldr-stats && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "tldr-stats" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/tldr-stats into .agents/skills/tldr-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tldr-stats", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add parcadei/Continuous-Claude-v3 --skill tldr-stats -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install parcadei/Continuous-Claude-v3 tldr-stats --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/tldr-stats .cursor/skills/tldr-stats && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "tldr-stats" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/tldr-stats into .cursor/skills/tldr-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tldr-stats", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/parcadei/Continuous-Claude-v3.git --path .claude/skills/tldr-stats

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add parcadei/Continuous-Claude-v3 --skill tldr-stats -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install parcadei/Continuous-Claude-v3 tldr-stats --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/tldr-stats .gemini/skills/tldr-stats && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "tldr-stats" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/tldr-stats into .gemini/skills/tldr-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tldr-stats", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install parcadei/Continuous-Claude-v3 tldr-stats

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add parcadei/Continuous-Claude-v3 --skill tldr-stats -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/tldr-stats .github/skills/tldr-stats && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "tldr-stats" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/tldr-stats into .github/skills/tldr-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tldr-stats", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add parcadei/Continuous-Claude-v3 --skill tldr-stats -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install parcadei/Continuous-Claude-v3 tldr-stats --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/tldr-stats .opencode/skills/tldr-stats && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "tldr-stats" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/tldr-stats into .opencode/skills/tldr-stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tldr-stats", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: tldr-stats
GitHub stars: 3.9k
Used in: 1 other repo
Token cost: ~667 tokens
SKILL.md length: 242 words
Files: 1
Skills in repo: 141
Repo updated: Jan 26, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Show full session token usage, costs, TLDR savings, and hook activity

Works in 2 steps: Run the stats script → Copy the full output into your response…
Tasks that involve Summarization
SKILL.md covers When to Use, Instructions, Understanding the Numbers and Visual Elements, plus 1 more section
Calls python3

What it does

Tldr Stats is an agent skill from parcadei/Continuous-Claude-v3. Show full session token usage, costs, TLDR savings, and hook activity

Its SKILL.md is about 670 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Writing & Content, covering Summarization. The repository describes itself as: Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows. The licence is MIT.

When your agent uses it

Tasks that involve Summarization

Example prompts

“/tldr-stats”

Requirements

Python 3

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

Run the stats script
Copy the full output into your response so the user sees the dashboard directly in the chat. Do not just run the command silently - the…

What it can do on your machine

Read from SKILL.md and the folder at commit d07ff4b. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Tldr Stats loads about 667 tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 242 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~20
When it runs · the whole SKILL.md, loaded when a task matches: ~667

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from parcadei/Continuous-Claude-v3 at commit d07ff4b, republished under its MIT licence (© parcadei). 242 words, ~667 tokens.

Download SKILL.mdSave it as .claude/skills/tldr-stats/SKILL.md (or your agent's skills folder).

name: tldr-stats
description: Show full session token usage, costs, TLDR savings, and hook activity

TLDR Stats Skill

Show a beautiful dashboard with token usage, actual API costs, TLDR savings, and hook activity.

When to Use

See how much TLDR is saving you in real $ terms
Check total session token usage and costs
Before/after comparisons of TLDR effectiveness
Debug whether TLDR/hooks are being used
See which model is being used

Instructions

IMPORTANT: Run the script AND display the output to the user.

Run the stats script:

bash

python3 $CLAUDE_PROJECT_DIR/.claude/scripts/tldr_stats.py

Copy the full output into your response so the user sees the dashboard directly in the chat. Do not just run the command silently - the user wants to see the stats.

Sample Output

╔══════════════════════════════════════════════════════════════╗
║  📊 Session Stats                                            ║
╚══════════════════════════════════════════════════════════════╝

  You've spent  $96.52  this session

  Tokens Used
        1.2M sent to Claude
      416.3K received back
       97.8K from prompt cache (8% reused)

  TLDR Savings

    You sent:               1.2M
    Without TLDR:           2.5M

    💰 TLDR saved you ~$18.83
    (Without TLDR: $115.35 → With TLDR: $96.52)

    File reads: 1.3M → 20.9K █████████░ 98% smaller

  TLDR Cache
    Re-reading the same file? TLDR remembers it.
    █████░░░░░░░░░░ 37% cache hits
    (35 reused / 60 parsed fresh)

  Hooks: 553 calls (✓ all ok)
  History: █▃▄ ▇▃▇▆ avg 84% compression
  Daemon: 24m up │ 3 sessions

Understanding the Numbers

Metric	What it means
You've spent	Actual $ spent on Claude API this session
You sent / Without TLDR	Actual tokens vs what it would have been
TLDR saved you	Money saved by compressing file reads
File reads X → Y	Raw file tokens compressed to TLDR summary
Cache hits	How often TLDR reuses parsed file results
History sparkline	Compression % over recent sessions (█ = high)

Visual Elements

Progress bars show savings and cache efficiency at a glance
Sparklines show historical trends (█ = high savings, ▁ = low)
Colors indicate status (green = good, yellow = moderate, red = concern)
Emojis distinguish model types (🎭 Opus, 🎵 Sonnet, 🍃 Haiku)

Notes

Token savings vary by file size (big files = more savings)
Cache hit rate starts low, increases as you re-read files
Cost estimates use: Opus $15/1M, Sonnet $3/1M, Haiku $0.25/1M
Stats update in real-time as you work

Files

Just SKILL.md in .claude/skills/tldr-stats of parcadei/Continuous-Claude-v3.

Open the folder on GitHubat commit d07ff4b

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in parcadei/Continuous-Claude-v3, which our catalogue first saw on October 7, 2026.

vibeeval/vibecosystemskills/tldr-stats

Compare with similar skills

Tldr Stats next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Tldr Stats compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Tldr Stats this skillparcadei/Continuous-Claude-v3	3.9k	1 repos	~667	Automated safety check: Pass	MIT	8 mo ago
News Aggregator Skillcclank/news-aggregator-skill	1.3k	—	~2.1k	Automated safety check: Pass	None	4 mo ago
AI Daily Newsgeekjourneyx/ai-daily-skill	235	—	~2.3k	Automated safety check: Pass	None	today
Vss Search ArchiveNVIDIA-AI-Blueprints/video-search-and-summarization	1.9k	—	~3.3k	Automated safety check: Pass	Apache-2.0	today
AnalyzeriBigQiang/feedgrab	614	—	~1k	Automated safety check: Pass	MIT	1 mo ago
Reportmicrosoft/data-formulator	18k	—	~1.5k	Automated safety check: Pass	MIT	2 days ago

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Questions about Tldr Stats

What does Tldr Stats do?

Show full session token usage, costs, TLDR savings, and hook activity. Tldr Stats is an agent skill from parcadei/Continuous-Claude-v3.

When should I use Tldr Stats?

Tldr Stats fits situations like: tasks that involve Summarization.

How do I install Tldr Stats in Claude Code?

Run `npx skills add parcadei/Continuous-Claude-v3 --skill tldr-stats -a claude-code`. Or copy the skill folder (.claude/skills/tldr-stats in parcadei/Continuous-Claude-v3) into .claude/skills/tldr-stats in your project. Claude Code loads it when a task matches its description.

How do I install Tldr Stats in Codex?

Run `npx skills add parcadei/Continuous-Claude-v3 --skill tldr-stats -a codex`. Or copy the skill folder (.claude/skills/tldr-stats in parcadei/Continuous-Claude-v3) into .agents/skills/tldr-stats in your project. Codex loads it when a task matches its description.

Can I use Tldr Stats in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add parcadei/Continuous-Claude-v3 --skill tldr-stats -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tldr-stats, .gemini/skills/tldr-stats, .github/skills/tldr-stats and .opencode/skills/tldr-stats in your project.

What does Tldr Stats need to run?

Going by SKILL.md and its folder, Tldr Stats needs the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Tldr Stats access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Tldr Stats safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Tldr Stats use?

Tldr Stats is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Tldr Stats use?

About 667 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Tldr Stats?

Skills that share tags, products or a category with Tldr Stats: News Aggregator Skill (cclank/news-aggregator-skill, 1.3k stars), AI Daily News (geekjourneyx/ai-daily-skill, 235 stars), Vss Search Archive (NVIDIA-AI-Blueprints/video-search-and-summarization, 1.9k stars) and Analyzer (iBigQiang/feedgrab, 614 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tldr Stats?

parcadei (a GitHub user) maintains it in parcadei/Continuous-Claude-v3, which has 3,943 GitHub stars. The repository holds 141 skills in this directory. The repository was last updated on January 26, 2026.

Source: parcadei/Continuous-Claude-v3 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Tldr Stats

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

TLDR Stats Skill

When to Use

Instructions

Sample Output

Understanding the Numbers

Visual Elements

Notes

Files

Used in 1 other repository

Compare with similar skills

Similar skills

More from parcadei/Continuous-Claude-v3

Related

Questions about Tldr Stats