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generate-context

Generate a project-context.md file optimized for AI context loading.

Skill by superMLdev

IndexedMIT★ 8
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/supermldev-generate-context

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About

Generate a project-context.md file optimized for AI context loading. Use when the user says 'generate context file', 'create AI context', or 'update the project context'.

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/generate-context

What's inside

Skill name
generate-context
Description
Generate a project-context.md file optimized for AI context loading. Use when the user says 'generate context file', 'create AI context', or 'update the project context'.
License
MIT
Instructions
76 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Generate Project Context

## Goal

Produce a concise, information-dense `project-context.md` file that gives any AI assistant instant, accurate orientation to the project — without reading every file.

## Activation

1. Read `{project-root}/_superml/config.yml`
2. Scan available artifacts:
   - `project-context.md` (existing, if any — note its age)
   - PRD in `{planning_artifacts}/prd/`
   - Architecture doc in `{planning_artifacts}/architecture/`
   - Backlog in `{planning_artifacts}/epics-stories/`
   - Source code structure (if brownfield)

## Content to Include

The generated file must answer:
1. **What is this project?** (1 sentence)
2. **What is the current phase?** (Analysis / Planning / Solutioning / Implementation)
3. **What has been decided?** (Tech stack, architecture pattern, key ADRs)
4. **What is being built right now?** (Active sprint, in-progress stories)
5. **Where is everything?** (Key file paths an AI needs to know)
6. **What must an AI assistant NEVER do?** (Org constraints, off-limits decisions)

## Output Structure

Write to `{project-root}/_superml/project-context.md`:

```markdown
---
generated: {date}
project: {project_name}
phase: {current phase}
prd_version: {version}
architecture_version: {version}
---

# {project_name} — Project Context

## What This Is
[1–2 sentences]

## Current Phase & Status
[Phase name + what's happening now]

## Technology Stack
[Compact table]

## Architecture Summary
[2–3 sentences + link to full architecture doc]

## Key File Paths
| Artifact | Path |
|----------|------|
| PRD | {path} |
| Architecture | {path} |
| Backlog | {path} |
| Stories (active) | {path} |

## Active Work
[Current sprint goal + in-progress story IDs]

## Key Decisions (ADRs)
[Compact list of the most important architectural decisions]

## Constraints & Must-Know Rules
[Org rules, security requirements, off-limits tech choices]
```

## Completion

> "✅ Project context saved at `_superml/project-context.md`. This file is auto-loaded by all agents at session start."

From superMLdev/smart-sdlc, MIT.

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Last commit (this folder)
Apr 20, 2026 (6 months ago)
Last release
Apr 28, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

generate-context skill. Agent Mart. https://agentmart.dev/skills/supermldev-generate-context (last updated 2026-10-24)