Command /tfw-init initializes Trace-First Workflow or attaches and repairs TFW tooling in an existing project.

Custom licenceAuto-check passed

Install Tfw Init

skills CLI
$ npx skills add saubakirov/KZ-IT-telegram-list --skill tfw-init -a claude-code

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

GitHub CLI
$ gh skill install saubakirov/KZ-IT-telegram-list tfw-init --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/saubakirov/KZ-IT-telegram-list.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/tfw-init .claude/skills/tfw-init && 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/

Facts

Skill name
tfw-init
GitHub stars
144
Token cost
~352 tokens
SKILL.md length
150 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
Custom licence

At a glance

Command /tfw-init initializes Trace-First Workflow or attaches and repairs TFW tooling in an existing project.

  • First-time setup
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Project discovery
  • Adapter installation

What it does

Tfw Init is an agent skill from saubakirov/KZ-IT-telegram-list. Command /tfw-init initializes Trace-First Workflow or attaches and repairs TFW tooling in an existing project. Use for /tfw-init, first-time setup, project discovery, adapter installation, or Codex adapter repair.

Its SKILL.md is about 350 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Verified catalog of Kazakhstan IT and startup Telegram groups, channels, and bots — in English, Russian, and Kazakh.

When your agent uses it

  • First-time setup
  • Project discovery
  • Adapter installation
  • Codex adapter repair

Example prompts

  • “/tfw-init”

What it can do on your machine

Read from SKILL.md and the folder at commit 13a88a0. 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

    No scripts in the folder and no shell commands in SKILL.md.

    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

Tfw Init loads about 352 tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 150 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~56
When it runs · the whole SKILL.md, loaded when a task matches
~352

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 150 words (~352 tokens).

“This repository skill implements the /tfw-init command.”

— opening of SKILL.md by saubakirov, Custom licence
name
tfw-init

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/tfw-init of saubakirov/KZ-IT-telegram-list.

Open the folder on GitHubat commit 13a88a0

Compare with similar skills

Tfw Init 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.

Tfw Init compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tfw Init this skillsaubakirov/KZ-IT-telegram-list144—~352Automated safety check: PassCustom licence
Initasgeirtj/system_prompts_leaks69k—~5.5kAutomated safety check: PassCC0-1.0
Initasgeirtj/system_prompts_leaks69k—~602Automated safety check: PassCC0-1.0
Observe Traceruvnet/ruflo74k—~522Automated safety check: NotesMIT
Initbrycewang-stanford/Auto-Empirical-Research-Skills4.5k—~596Automated safety check: NotesCustom licence
Swarm Initruvnet/ruflo74k—~319Automated safety check: PassMIT

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More from saubakirov/KZ-IT-telegram-list

All 11 skills in this repo
  • Kz Add

    saubakirov/KZ-IT-telegram-list

    Preview and apply evidence-backed Telegram candidates with exact owner approval

    144 GitHub stars~1.3k tokensUpdated 1 mo ago
    Auto-check passed
  • Kz Release

    saubakirov/KZ-IT-telegram-list

    Prepare a dated verified catalog snapshot and stop before tag or push

    144 GitHub stars~883 tokensUpdated 1 mo ago
    Auto-check passed
  • Kz Stats

    saubakirov/KZ-IT-telegram-list

    Verify Kazakhstan Telegram catalog statistics with evidence and owner triage

    144 GitHub stars~938 tokensUpdated 1 mo ago
    Auto-check passed
  • Tfw Config

    saubakirov/KZ-IT-telegram-list

    Command /tfw-config audits or changes Trace-First Workflow configuration and propagates values to every registered inline location.

    144 GitHub stars~319 tokensUpdated 1 mo ago
    Auto-check passed
  • Tfw Docs

    saubakirov/KZ-IT-telegram-list

    Command /tfw-docs updates Trace-First Workflow project documentation and technical debt after review.

    144 GitHub stars~294 tokensUpdated 1 mo ago
    Auto-check passed
  • Tfw Handoff

    saubakirov/KZ-IT-telegram-list

    Command /tfw-handoff executes an approved Trace-First Workflow TS and creates ONB, implementation changes, evidence, and RF.

    144 GitHub stars~341 tokensUpdated 1 mo ago
    Auto-check passed

Questions about Tfw Init

What does Tfw Init do?

Command /tfw-init initializes Trace-First Workflow or attaches and repairs TFW tooling in an existing project. Tfw Init is an agent skill from saubakirov/KZ-IT-telegram-list. Command /tfw-init initializes Trace-First Workflow or attaches and repairs TFW tooling in an existing project.

When should I use Tfw Init?

Tfw Init fits situations like: first-time setup; project discovery; adapter installation; Codex adapter repair.

How do I install Tfw Init in Claude Code?

Run `npx skills add saubakirov/KZ-IT-telegram-list --skill tfw-init -a claude-code`. Or copy the skill folder (.agents/skills/tfw-init in saubakirov/KZ-IT-telegram-list) into .claude/skills/tfw-init in your project. Claude Code loads it when a task matches its description.

How do I install Tfw Init in Codex?

Run `npx skills add saubakirov/KZ-IT-telegram-list --skill tfw-init -a codex`. Or copy the skill folder (.agents/skills/tfw-init in saubakirov/KZ-IT-telegram-list) into .agents/skills/tfw-init in your project. Codex loads it when a task matches its description.

Can I use Tfw Init 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 saubakirov/KZ-IT-telegram-list --skill tfw-init -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tfw-init, .gemini/skills/tfw-init, .github/skills/tfw-init and .opencode/skills/tfw-init in your project.

What does Tfw Init need to run?

SKILL.md names no scripts, command-line tools or credentials: Tfw Init is instructions for the agent only.

Does Tfw Init 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 Tfw Init 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 Tfw Init use?

Tfw Init has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Tfw Init use?

About 352 tokens (SKILL.md is roughly 1.4k 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 Tfw Init?

Skills that share tags, products or a category with Tfw Init: Init (asgeirtj/system_prompts_leaks, 69k stars), Init (asgeirtj/system_prompts_leaks, 69k stars), Observe Trace (ruvnet/ruflo, 74k stars) and Init (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tfw Init?

saubakirov (a GitHub user) maintains it in saubakirov/KZ-IT-telegram-list, which has 144 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on August 29, 2026.

Source: saubakirov/KZ-IT-telegram-list on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.