Agent skill

Gpt Astra

by Zfinix in Zfinix/aster

Optimize agent instructions for GPT-6 Astra (Codex). An agent skill from Zfinix/aster.

Apache-2.0Auto-check passedAgent Workflows

Install Gpt Astra

skills CLI
$ npx skills add Zfinix/aster --skill gpt-astra -a claude-code

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

GitHub CLI
$ gh skill install Zfinix/aster gpt-astra --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/Zfinix/aster.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/gpt-astra .claude/skills/gpt-astra && 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
gpt-astra
GitHub stars
118
Token cost
~517 tokens
SKILL.md length
281 words
Files
2
Skills in repo
19
Repo updated
First seen
Licence
Apache-2.0

At a glance

Optimize agent instructions for GPT-6 Astra (Codex). An agent skill from Zfinix/aster.

  • Works in 5 steps: Remove what Astra already does. It runs… → Loosen decision boundaries. Astra takes… → Define completion, not just the first… → …
  • The user mentions Astra
  • SKILL.md covers Core principles, When to apply and Companion docs
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Gpt Astra is an agent skill from Zfinix/aster. Optimize agent instructions for GPT-6 Astra (Codex). Use when the user mentions Astra, Codex, GPT-6, or asks to audit/rewrite AGENTS.md, skills, or prompts for newer models.

Its SKILL.md is about 520 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `AUDIT.md`).

It sits in Agent Workflows, covering Agent instruction files. The repository describes itself as: An open-source agent harness for software work. The licence is Apache-2.0.

When your agent uses it

  • The user mentions Astra
  • Asks to audit/rewrite AGENTS.md
  • Prompts for newer models

Example prompts

  • “/gpt-astra”

Workflow steps

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

  1. Remove what Astra already does. It runs tests, checks its work, and reads what it needs without being told. Instructions that push these…
  2. Loosen decision boundaries. Astra takes boundaries seriously. Strong "always ask first" language written for older models will make Astra…
  3. Define completion, not just the first step. Astra can feel tentative about how far to take a task. If the work includes "implement…
  4. Keep descriptions short. Skill descriptions compete for context. Each one should be the minimum needed to decide when to load the skill…
  5. Use progressive disclosure. The root SKILL.md is a router. Put detailed workflows in companion files so Astra only reads what applies to…

What it can do on your machine

Read from SKILL.md and the folder at commit f77a5b4. 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

Gpt Astra loads about 517 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 281 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~46
When it runs · the whole SKILL.md, loaded when a task matches
~517

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 Zfinix/aster at commit f77a5b4, republished under its Apache-2.0 licence (© Zfinix). 281 words, ~517 tokens.

Download SKILL.mdSave it as .claude/skills/gpt-astra/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
gpt-astra
description
Optimize agent instructions for GPT-6 Astra (Codex). Use when the user mentions Astra, Codex, GPT-6, or asks to audit/rewrite AGENTS.md, skills, or prompts for newer models.

GPT-6 Astra optimization

Astra handles nuance, ambiguity, and judgment better than previous models. Instructions written for older models often over-specify, over-constrain, or burn context on things Astra does on its own.

Core principles

  1. Remove what Astra already does. It runs tests, checks its work, and reads what it needs without being told. Instructions that push these behaviors waste context and can cause over-testing.

  2. Loosen decision boundaries. Astra takes boundaries seriously. Strong "always ask first" language written for older models will make Astra stop where you'd want it to continue. Replace with per-workflow permission: "The local test suite uses disposable fixtures. Run it, fix failures caused by your change, and rerun without asking."

  3. Define completion, not just the first step. Astra can feel tentative about how far to take a task. If the work includes "implement, inspect the result, and fix what fails," say that in the request. A requirement to stop for review after the first implementation pulls Astra toward an early stopping point.

  4. Keep descriptions short. Skill descriptions compete for context. Each one should be the minimum needed to decide when to load the skill. Long descriptions get truncated, and "pick me" energy leads to wrong skill selection.

  5. Use progressive disclosure. The root SKILL.md is a router. Put detailed workflows in companion files so Astra only reads what applies to the current task.

When to apply

  • Writing or editing a SKILL.md for this repo
  • Auditing AGENTS.md for over-specification
  • Writing task prompts for Astra
  • Reviewing a skill that fires too often or not enough

Companion docs

  • AUDIT.md — step-by-step workflow for auditing AGENTS.md and skills against Astra's capabilities. Load this when the user asks for an audit.

© Zfinix, Apache-2.0. 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 1 other file in skills/gpt-astra of Zfinix/aster.

  • SKILL.md
  • AUDIT.md

Open the folder on GitHubat commit f77a5b4

Compare with similar skills

Gpt Astra 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.

Gpt Astra compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gpt Astra this skillZfinix/aster118—~517Automated safety check: PassApache-2.0
Using Agent Skillsaddyosmani/agent-skills105k4 repos~2.4kAutomated safety check: PassMIT
Claude ReflectBayramAnnakov/claude-reflect1.8k2 repos~627Automated safety check: PassMIT
Writing For Agentsbestofjs/bestofjs3.1k20 repos~2.7kAutomated safety check: PassMIT
Neat-Freak Knowledge CloseoutKKKKhazix/khazix-skills21k—~1.9kAutomated safety check: PassMIT
Task Observerrebelytics/one-skill-to-rule-them-all3.2k1 repos~11kAutomated safety check: PassCC-BY-4.0

Similar skills

  • Using Agent Skills

    addyosmani/agent-skills

    Meta-skill for choosing which workflow skill fits the task at hand, plus always-on habits: surface assumptions, stop on confusion, push back, keep it simple and stay in scope.

    105k GitHub starsUsed in 4 repos~2.4k tokens
    Agent WorkflowsAuto-check passed
  • Claude Reflect

    BayramAnnakov/claude-reflect

    Self-learning system that captures corrections during sessions and reminds users to run /reflect to update CLAUDE.md.

    1.8k GitHub starsUsed in 2 repos~627 tokens
    Agent WorkflowsAuto-check passed
  • Writing For Agents

    bestofjs/bestofjs

    Writing documents for agents. An agent skill from bestofjs/bestofjs.

    3.1k GitHub starsUsed in 20 repos~2.7k tokens
    Agent WorkflowsAuto-check passed
  • Neat-Freak Knowledge Closeout

    KKKKhazix/khazix-skills

    Brings project docs, agent rule files, authorized memory and leftover workspace files back in line with what the code and runtime actually do at the end of a work session.

    21k GitHub stars~1.9k tokensUpdated 10 days ago
    Agent WorkflowsAuto-check passed
  • Task Observer

    rebelytics/one-skill-to-rule-them-all

    Monitors task execution for skill improvement opportunities.

    3.2k GitHub starsUsed in 1 repo~11k tokens
    Agent WorkflowsAuto-check passed
  • SkillOpt Sleep Cycle

    microsoft/SkillOpt

    Official

    Runs an on-demand or nightly sleep cycle that reviews past Claude Code sessions and proposes validated updates to CLAUDE.md and skills.

    18k GitHub stars~2.3k tokensUpdated 4 days ago
    Agent WorkflowsAuto-check passed

More from Zfinix/aster

All 19 skills in this repo
  • Artifact Design

    Zfinix/aster

    Designing and building any user-facing surface: a web page, landing page, dashboard, report, HTML document, email, or a component inside an existing app.

    118 GitHub stars~2.8k tokensUpdated 2 days ago
    Auto-check passed
  • Drive aster chat programmatically and manage sessions and memory: one-shot --print/--json answers, --messages-json for caller-owned history, --continue and --session persistence, --allow-edits…

    118 GitHub stars~591 tokensUpdated 2 days ago
    Auto-check passed
  • Aster CLI

    Zfinix/aster

    Guidance for using the aster CLI to work in a codebase with an AI agent: chat and edit code, run AI code reviews, apply fixes, and manage sessions, memory, and skills.

    118 GitHub stars~1.2k tokensUpdated 2 days ago
    Auto-check passed
  • Aster Config

    Zfinix/aster

    Reference for aster.yaml, covering review models, analyzers, focus areas, include/exclude globs, minconfidence, and the permissions block that gates edits.

    118 GitHub stars~1.2k tokensUpdated 2 days ago
    Auto-check passed
  • Aster Fix Workflow

    Zfinix/aster

    Pipe aster review findings into aster fix to generate and apply patches safely, using review --json, fix --findings-json, dry-run inspection, --apply, and permission gating.

    118 GitHub stars~534 tokensUpdated 2 days ago
    Auto-check passed
  • Aster Planning

    Zfinix/aster

    Create and execute structured plans for multi-step tasks. An agent skill from Zfinix/aster.

    118 GitHub stars~1k tokensUpdated 2 days ago
    Auto-check passed

Categories

Questions about Gpt Astra

What does Gpt Astra do?

Optimize agent instructions for GPT-6 Astra (Codex). An agent skill from Zfinix/aster. Gpt Astra is an agent skill from Zfinix/aster. Optimize agent instructions for GPT-6 Astra (Codex).

When should I use Gpt Astra?

Gpt Astra fits situations like: the user mentions Astra; asks to audit/rewrite AGENTS.md; prompts for newer models.

How do I install Gpt Astra in Claude Code?

Run `npx skills add Zfinix/aster --skill gpt-astra -a claude-code`. Or copy the skill folder (skills/gpt-astra in Zfinix/aster) into .claude/skills/gpt-astra in your project. Claude Code loads it when a task matches its description.

How do I install Gpt Astra in Codex?

Run `npx skills add Zfinix/aster --skill gpt-astra -a codex`. Or copy the skill folder (skills/gpt-astra in Zfinix/aster) into .agents/skills/gpt-astra in your project. Codex loads it when a task matches its description.

Can I use Gpt Astra 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 Zfinix/aster --skill gpt-astra -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gpt-astra, .gemini/skills/gpt-astra, .github/skills/gpt-astra and .opencode/skills/gpt-astra in your project.

What does Gpt Astra need to run?

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

Does Gpt Astra 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 Gpt Astra 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 Gpt Astra use?

Gpt Astra is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Gpt Astra use?

About 517 tokens (SKILL.md is roughly 2.1k 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 Gpt Astra?

Skills that share tags, products or a category with Gpt Astra: Using Agent Skills (addyosmani/agent-skills, 105k stars), Claude Reflect (BayramAnnakov/claude-reflect, 1.8k stars), Writing For Agents (bestofjs/bestofjs, 3.1k stars) and Neat-Freak Knowledge Closeout (KKKKhazix/khazix-skills, 21k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gpt Astra?

Zfinix (a GitHub user) maintains it in Zfinix/aster, which has 118 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 9, 2026.

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