Agent skill

Context Loader

by Ibrahim-3d in Ibrahim-3d/orchestrator-supaconductor

Load project context efficiently for Conductor workflows. An agent skill from Ibrahim-3d/orchestrator-supaconductor.

AGPL-3.0Auto-check passedAgent Workflows

Install Context Loader

skills CLI
$ npx skills add Ibrahim-3d/orchestrator-supaconductor --skill context-loader -a claude-code

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

GitHub CLI
$ gh skill install Ibrahim-3d/orchestrator-supaconductor context-loader --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/Ibrahim-3d/orchestrator-supaconductor.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/context-loader .claude/skills/context-loader && 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
context-loader
GitHub stars
380
Token cost
~830 tokens
SKILL.md length
249 words
Files
1
Skills in repo
27
Repo updated
First seen
Licence
AGPL-3.0

At a glance

Load project context efficiently for Conductor workflows. An agent skill from Ibrahim-3d/orchestrator-supaconductor.

  • Works in 4 steps: Respect Ignore Files → Efficient File Discovery → Priority Files (read_file First) → …
  • Starting work on a track
  • SKILL.md covers Trigger Conditions, Token Optimization Protocol, Context Loading Workflow and Evaluate-Loop Integration, plus 1 more section
  • Calls git

What it does

Context Loader is an agent skill from Ibrahim-3d/orchestrator-supaconductor. Load project context efficiently for Conductor workflows. Use when starting work on a track, implementing features, or needing project context without consuming excessive tokens.

Its SKILL.md is about 830 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 Agent Workflows. The repository describes itself as: Multi-agent orchestration system for Claude Code with parallel execution, automated quality gates, Board of Directors, and bundled Superpowers skills. The licence is AGPL-3.0.

When your agent uses it

  • Starting work on a track
  • Implementing features
  • Needing project context without consuming excessive tokens

Example prompts

  • “/context-loader”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Respect Ignore Files
  2. Efficient File Discovery
  3. Priority Files (read_file First)
  4. Large File Handling

What it can do on your machine

Read from SKILL.md and the folder at commit 76c9b10. 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:

    • git

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    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

Context Loader loads about 830 tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 249 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~830

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 Ibrahim-3d/orchestrator-supaconductor at commit 76c9b10, republished under its AGPL-3.0 licence (© Ibrahim-3d). 249 words, ~830 tokens.

Download SKILL.mdSave it as .claude/skills/context-loader/SKILL.md (or your agent's skills folder).
name
context-loader
description
Load project context efficiently for Conductor workflows. Use when starting work on a track, implementing features, or needing project context without consuming excessive tokens.

Context Loader Skill

Efficiently load and manage project context for Conductor's context-driven development workflow.

Trigger Conditions

Use this skill when:

  • Starting work on a new track or feature
  • User mentions: "load context", "project context", "get context"
  • Beginning /orchestrator-supaconductor:implement workflow
  • Need to understand project structure without reading all files

Token Optimization Protocol

1. Respect Ignore Files

Before scanning files, check for:

  1. .claudeignore - Claude-specific ignores
  2. .gitignore - Standard git ignores
bash
# Check for ignore files
ls -la .claudeignore .gitignore 2>/dev/null
2. Efficient File Discovery

Use git for tracked files:

bash
git ls-files --exclude-standard -co | head -100

For directory structure:

bash
git ls-files --exclude-standard -co | xargs -n 1 dirname | sort -u
3. Priority Files (read_file First)
PriorityFile TypeExamples
1Manifestspackage.json, Cargo.toml, pyproject.toml
2Conductorconductor/product.md, conductor/tech-stack.md
3Trackconductor/tracks/<id>/spec.md, plan.md
4Configtsconfig.json, .env.example
4. Large File Handling

For files over 1MB:

  • read_file first 20 lines (header/imports)
  • read_file last 20 lines (exports/summary)
  • Skip middle content
Enforcement Rules (MANDATORY)
  1. Check file size via run_shell_command ls -la before reading
    • 500KB: read_file first 20 + last 20 lines only

    • 1MB: Skip entirely, log as "skipped: too large"

  2. Stop after Tier 1-3 files. Tier 4 (config files) only if task-specific.
  3. Never load completed tracks — only active track spec.md + plan.md.
  4. Maximum 15 files per context load. If more are needed, prioritize by tier.

Context Loading Workflow

1. Load CLAUDE.md (if exists)
2. Load conductor/product.md (project vision)
3. Load conductor/tech-stack.md (technical context)
4. Load conductor/tracks.md (completed work — prevents duplicate effort)
5. Load current track spec.md (requirements)
6. Load current track plan.md (tasks — check [x] vs [ ] status)

Evaluate-Loop Integration

This skill is used by multiple loop agents:

  • loop-planner — loads context before creating a plan
  • loop-executor — loads context before implementing tasks
  • conductor-orchestrator — loads context to determine current loop step

Critical: Always load tracks.md and check plan.md task markers to prevent duplicate work across sessions.

Response Format

After loading context, summarize:

## Project Context Loaded

**Product**: [one-line summary]
**Tech Stack**: [key technologies]
**Current Track**: [track name/id]
**Active Phase**: [current phase]
**Pending Tasks**: [count of [ ] tasks]
**Completed Tasks**: [count of [x] tasks]
**Loop Step**: [current Evaluate-Loop step — Plan/Execute/Evaluate/Fix]

© Ibrahim-3d, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/context-loader of Ibrahim-3d/orchestrator-supaconductor.

Open the folder on GitHubat commit 76c9b10

Compare with similar skills

Context Loader 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.

Context Loader compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Context Loader this skillIbrahim-3d/orchestrator-supaconductor380—~830Automated safety check: PassAGPL-3.0
Claude Code Agent Developmentanthropics/claude-plugins-official37k8 repos~2.8kAutomated safety check: PassApache-2.0
Copilot Session Failure Analysisdotnet/maui23k—~3.4kAutomated safety check: PassMIT
Mem0 CLI Memory Commandsmem0ai/mem067k—~1.4kAutomated safety check: NotesApache-2.0
Create Agentvectorize-io/hindsight46k—~1.1kAutomated safety check: PassMIT
Google Antigravity SDKgoogle-antigravity/antigravity-sdk-python3.6k—~2.1kAutomated safety check: NotesApache-2.0

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Questions about Context Loader

What does Context Loader do?

Load project context efficiently for Conductor workflows. An agent skill from Ibrahim-3d/orchestrator-supaconductor. Context Loader is an agent skill from Ibrahim-3d/orchestrator-supaconductor. Load project context efficiently for Conductor workflows.

When should I use Context Loader?

Context Loader fits situations like: starting work on a track; implementing features; needing project context without consuming excessive tokens.

How do I install Context Loader in Claude Code?

Run `npx skills add Ibrahim-3d/orchestrator-supaconductor --skill context-loader -a claude-code`. Or copy the skill folder (skills/context-loader in Ibrahim-3d/orchestrator-supaconductor) into .claude/skills/context-loader in your project. Claude Code loads it when a task matches its description.

How do I install Context Loader in Codex?

Run `npx skills add Ibrahim-3d/orchestrator-supaconductor --skill context-loader -a codex`. Or copy the skill folder (skills/context-loader in Ibrahim-3d/orchestrator-supaconductor) into .agents/skills/context-loader in your project. Codex loads it when a task matches its description.

Can I use Context Loader 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 Ibrahim-3d/orchestrator-supaconductor --skill context-loader -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/context-loader, .gemini/skills/context-loader, .github/skills/context-loader and .opencode/skills/context-loader in your project.

What does Context Loader need to run?

Going by SKILL.md and its folder, Context Loader needs the command-line tools its instructions call (git).

Does Context Loader access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Context Loader 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 Context Loader use?

Context Loader is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Context Loader use?

About 830 tokens (SKILL.md is roughly 3.3k 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 Context Loader?

Skills that share tags, products or a category with Context Loader: Claude Code Agent Development (anthropics/claude-plugins-official, 37k stars), Copilot Session Failure Analysis (dotnet/maui, 23k stars), Mem0 CLI Memory Commands (mem0ai/mem0, 67k stars) and Create Agent (vectorize-io/hindsight, 46k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Context Loader?

Ibrahim-3d (a GitHub user) maintains it in Ibrahim-3d/orchestrator-supaconductor, which has 380 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on September 27, 2026.

Source: Ibrahim-3d/orchestrator-supaconductor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.