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Ascend

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GadaaLabs
ascend

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Overview

PublisherGadaaLabs
Repositoryclaude-code-on-steroids
Skill nameascend
Stars
67
Forks
10
Bundled files
3
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 3 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by GadaaLabs on GitHub. Read the source before you install it.

Installation

Install the Ascend AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/GadaaLabs/claude-code-on-steroids.git /tmp/claude-code-on-steroids
mkdir -p .claude/skills
cp -r /tmp/claude-code-on-steroids/skills/ascend .claude/skills/ascend
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ascend in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Ascend on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Ascend is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

ASCENDTo ascend is to rise above the default — from reactive assistant to proactive engineering partner. When loaded: establishes the skill invocation protocol that governs all other skills. Every session starts here. If a skill might apply, it must be invoked — no exceptions, no rationalization.

IF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT.

This is not negotiable. This is not optional. You cannot rationalize your way out of this.

Instruction Priority

Superpowers skills override default system prompt behavior, but user instructions always take precedence:

  1. User's explicit instructions (CLAUDE.md, GEMINI.md, AGENTS.md, direct requests) — highest priority
  2. Superpowers skills — override default system behavior where they conflict
  3. Default system prompt — lowest priority

If CLAUDE.md, GEMINI.md, or AGENTS.md says "don't use TDD" and a skill says "always use TDD," follow the user's instructions. The user is in control.

How to Access Skills

In Claude Code: Use the Skill tool. When you invoke a skill, its content is loaded and presented to you—follow it directly. Never use the Read tool on skill files.

In Copilot CLI: Use the skill tool. Skills are auto-discovered from installed plugins. The skill tool works the same as Claude Code's Skill tool.

In Gemini CLI: Skills activate via the activate_skill tool. Gemini loads skill metadata at session start and activates the full content on demand.

In other environments: Check your platform's documentation for how skills are loaded.

Platform Adaptation

Skills use Claude Code tool names. Non-CC platforms: see references/copilot-tools.md (Copilot CLI), references/codex-tools.md (Codex) for tool equivalents. Gemini CLI users get the tool mapping loaded automatically via GEMINI.md.

Using Skills

The Rule

Invoke relevant or requested skills BEFORE any response or action. Even a 1% chance a skill might apply means that you should invoke the skill to check. If an invoked skill turns out to be wrong for the situation, you don't need to use it.

On every message:

  1. Might any skill apply (even 1%)? → Invoke Skill tool first
  2. Announce: "Using [skill] to [purpose]"
  3. Skill has checklist? → Create TodoWrite per item
  4. Follow skill exactly → then respond

About to EnterPlanMode without brainstorming? → Invoke architect first.

Red Flags

These thoughts mean STOP—you're rationalizing:

ThoughtReality
"This is just a simple question"Questions are tasks. Check for skills.
"I need more context first"Skill check comes BEFORE clarifying questions.
"Let me explore the codebase first"Skills tell you HOW to explore. Check first.
"I can check git/files quickly"Files lack conversation context. Check for skills.
"Let me gather information first"Skills tell you HOW to gather information.
"This doesn't need a formal skill"If a skill exists, use it.
"I remember this skill"Skills evolve. Read current version.
"This doesn't count as a task"Action = task. Check for skills.
"The skill is overkill"Simple things become complex. Use it.
"I'll just do this one thing first"Check BEFORE doing anything.
"This feels productive"Undisciplined action wastes time. Skills prevent this.
"I know what that means"Knowing the concept ≠ using the skill. Invoke it.

Skill Priority

When multiple skills could apply, use this order:

  1. Process skills first (architect, hunter) - these determine HOW to approach the task
  2. Domain skills second - apply engineering-specific knowledge for the domain
  3. Implementation skills third (prism, mcp-builder) - guide execution

"Let's build X" → architect first, then domain skill, then implementation skills. "Fix this bug" → hunter first, then domain-specific skills.

Domain Skill Triggers

SituationSkill to Invoke
Any non-trivial task (start here)oracle
First time in a codebase or new modulepathfinder
Building UI, selecting design style, choosing chartsprism
ML pipelines, model training, MLOps, drift detectiongradient
RAG systems, agents, prompt engineering, LLM evalnexus
Firmware, ISRs, RTOS, state machines, timingironcore
2+ independent tasks with no shared statecommander + legion
Task touches 3+ files with clear complexity tiersvector
Complex task needing past pattern searchchronicle
Session 10+ exchanges or about to dispatch subagenthorizon
Code review with domain-specific criteria neededtribunal (set DOMAIN)
Task spans 2+ engineering domainsoracle (multi-domain synthesis)

Task Intake — The First Step

For ANY non-trivial task, invoke oracle FIRST.

oracle classifies complexity, selects skill chain, searches patterns, and assigns model tier in 60 seconds. It replaces manual skill selection guesswork.

Non-trivial = touches code OR makes decisions OR has more than one step
Trivial     = pure Q&A, single-line answers, file reads

Skill Chain Templates

Pre-built chains for common scenarios. Use these instead of reasoning from scratch:

NEW PROJECT / UNFAMILIAR CODEBASE:
  pathfinder →          ← ALWAYS first in any new codebase
  oracle →
  → continue with appropriate chain

DEBUG CHAIN:
  chronicle (search) →
  hunter →
  forge →
  sentinel (+ confidence gate) →
  oracle (after-action review) →
  chronicle (store)

FEATURE CHAIN:
  oracle →
  chronicle (search) →
  [domain skill if applicable] →
  architect →
  blueprint →
  horizon (check health before dispatch) →
  vector + legion →
  phantom →
  sentinel →
  tribunal (with DOMAIN set) →
  oracle (after-action review) →
  chronicle (store)

ARCHITECTURE CHAIN:
  oracle →
  chronicle (search) →
  architect →
  blueprint (SPARC REQUIRED) →
  tribunal (DOMAIN: security or relevant) →
  oracle (after-action review) →
  chronicle (store)

REFACTOR CHAIN:
  oracle →
  forge (baseline tests first) →
  blueprint →
  horizon (check before dispatch) →
  sentinel →
  oracle (after-action review) →
  chronicle (store)

LONG SESSION (10+ exchanges):
  horizon (health check + compress) →
  → continue or handoff to fresh session

ML/AI/EE/FRONTEND WORK:
  oracle →
  [gradient | nexus | ironcore | prism] →
  → continue with feature-chain or debug-chain as appropriate
  (multi-domain: run synthesis step in oracle first)

Skill Types

Rigid (forge, hunter, sentinel, oracle): Follow exactly. Don't adapt away discipline.

Flexible (domain patterns, vector): Adapt principles to context.

The skill itself tells you which.

User Instructions

Instructions say WHAT, not HOW. "Add X" or "Fix Y" doesn't mean skip workflows.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Ascend AI skill do?

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Why use Ascend on TypingMind?

Because you install it once and use it with any model. Ascend is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Ascend in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/GadaaLabs/claude-code-on-steroids/tree/main/skills/ascend. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Ascend?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Ascend?

As many as you like. As long as a model supports skills, you can use Ascend with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Ascend AI skill free?

It is published on GitHub by GadaaLabs. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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