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Agent skill

Task Completion Focus

by zjunlp in zjunlp/SkillNet

Focuses on a specific target object to signal task completion.

MITAuto-check passed

Install Task Completion Focus

skills CLI
$ npx skills add zjunlp/SkillNet --skill task-completion-focus -a claude-code

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

GitHub CLI
$ gh skill install zjunlp/SkillNet task-completion-focus --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/zjunlp/SkillNet.git skills-src && mkdir -p .claude/skills && cp -r skills-src/experiments/src/skills/scienceworld/task-completion-focus .claude/skills/task-completion-focus && 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
task-completion-focus
GitHub stars
1.4k
Token cost
~301 tokens
SKILL.md length
128 words
Files
3 (incl. references)
Skills in repo
122
Repo updated
First seen
Licence
MIT

At a glance

Focuses on a specific target object to signal task completion.

  • Works in 3 steps: look around — confirm the target object… → focus on — signal task completion. → Ambiguity handling: If the environment…
  • You have produced the required final object (like a grown banana) and need to formally complete the assigned task
  • SKILL.md covers When to Use, Procedure and Example
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Task Completion Focus is an agent skill from zjunlp/SkillNet. Focuses on a specific target object to signal task completion. Use when you have produced the required final object (like a grown banana) and need to formally complete the assigned task. This handles the 'focus on OBJ' action that typically marks successful task execution in the environment.

Its SKILL.md is about 300 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/action_primer.md` and `references/trajectory_analysis.md`).

The repository describes itself as: Create, Evaluate, and Connect AI Skills. The licence is MIT.

When your agent uses it

  • You have produced the required final object (like a grown banana) and need to formally complete the assigned task

Example prompts

  • “focus on OBJ”
  • “Use the task-completion-focus skill to focuse on a specific target object to signal task completion”
  • “/task-completion-focus”

Workflow steps

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

  1. look around — confirm the target object is visible in the scene.
  2. focus on — signal task completion.
  3. Ambiguity handling: If the environment returns "Ambiguous request" with numbered options, respond with the option number (e.g., 0) for the…

What it can do on your machine

Read from SKILL.md and the folder at commit c527136. 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

Task Completion Focus loads about 301 tokens when it runs, and up to ~858 if it reads all its reference files. Until then it costs about 79 tokens; SKILL.md has 128 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~79
When it runs · the whole SKILL.md, loaded when a task matches
~301
With references · SKILL.md plus every file in references/, read only if the agent opens them
~858

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 zjunlp/SkillNet at commit c527136, republished under its MIT licence (© zjunlp). 128 words, ~301 tokens.

Download SKILL.mdSave it as .claude/skills/task-completion-focus/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
task-completion-focus
description
Focuses on a specific target object to signal task completion. Use when you have produced the required final object (like a grown banana) and need to formally complete the assigned task. This handles the 'focus on OBJ' action that typically marks successful task execution in the environment.

Skill: Task Completion Focus

When to Use

The final required object (e.g., grown banana, crafted item) is visibly present and you need to formally signal task completion. Do not use for intermediate steps.

Procedure

  1. look around — confirm the target object is visible in the scene.
  2. focus on <OBJECT> — signal task completion.
  3. Ambiguity handling: If the environment returns "Ambiguous request" with numbered options, respond with the option number (e.g., 0) for the target most directly associated with your task goal.

Example

Task: "Grow a banana." After successful cultivation:

  1. look around — observation: "On the banana tree you see: a banana, a flower."
  2. focus on banana on banana tree
  3. If ambiguous prompt appears listing multiple bananas, select 0 (first instance).
  4. Observation confirms task completion.

© zjunlp, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (references) in experiments/src/skills/scienceworld/task-completion-focus of zjunlp/SkillNet.

  • SKILL.md
  • references/action_primer.md
  • references/trajectory_analysis.md

Open the folder on GitHubat commit c527136

Compare with similar skills

Task Completion Focus 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.

Task Completion Focus compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Task Completion Focus this skillzjunlp/SkillNet1.4k—~301Automated safety check: PassMIT
SignalsPostHog/posthog40k—~4.3kAutomated safety check: PassCustom licence
Daily Focus Boardgithub/awesome-copilot40k—~3kAutomated safety check: PassMIT
Focus Stylesthedaviddias/Front-End-Checklist74k—~639Automated safety check: PassMIT
Trader Signalruvnet/ruflo74k—~605Automated safety check: NotesMIT
Focus Orderthedaviddias/Front-End-Checklist74k—~519Automated safety check: PassMIT

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Questions about Task Completion Focus

What does Task Completion Focus do?

Focuses on a specific target object to signal task completion. Task Completion Focus is an agent skill from zjunlp/SkillNet. Focuses on a specific target object to signal task completion.

When should I use Task Completion Focus?

Task Completion Focus fits situations like: you have produced the required final object (like a grown banana) and need to formally complete the assigned task.

How do I install Task Completion Focus in Claude Code?

Run `npx skills add zjunlp/SkillNet --skill task-completion-focus -a claude-code`. Or copy the skill folder (experiments/src/skills/scienceworld/task-completion-focus in zjunlp/SkillNet) into .claude/skills/task-completion-focus in your project. Claude Code loads it when a task matches its description.

How do I install Task Completion Focus in Codex?

Run `npx skills add zjunlp/SkillNet --skill task-completion-focus -a codex`. Or copy the skill folder (experiments/src/skills/scienceworld/task-completion-focus in zjunlp/SkillNet) into .agents/skills/task-completion-focus in your project. Codex loads it when a task matches its description.

Can I use Task Completion Focus 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 zjunlp/SkillNet --skill task-completion-focus -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/task-completion-focus, .gemini/skills/task-completion-focus, .github/skills/task-completion-focus and .opencode/skills/task-completion-focus in your project.

What does Task Completion Focus need to run?

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

Does Task Completion Focus 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 Task Completion Focus 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 Task Completion Focus use?

Task Completion Focus 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 Task Completion Focus use?

About 301 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 557 tokens, read only when the agent opens those files.

What are the alternatives to Task Completion Focus?

Skills that share tags, products or a category with Task Completion Focus: Signals (PostHog/posthog, 40k stars), Daily Focus Board (github/awesome-copilot, 40k stars), Focus Styles (thedaviddias/Front-End-Checklist, 74k stars) and Trader Signal (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Task Completion Focus?

zjunlp (a GitHub organization) maintains it in zjunlp/SkillNet, which has 1,394 GitHub stars. The repository holds 122 skills in this directory. The repository was last updated on October 9, 2026.

Source: zjunlp/SkillNet on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.