Productivity

ai-native-context-discipline

by jdelaire

Use in long AI coding sessions to prevent context rot: re-anchor artifacts, summarize state, detect drift, and restore phase boundaries.

v0.1.0New
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Install this skill

Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.

npx @skills-hub-ai/cli install ai-native-context-discipline
Or download directly:
Browse all CLI commands →

Setup by platform

Claude Code

~/.claude/skills/<skill>/SKILL.md

Setup guide →

Cursor

~/.cursor/skills/<skill>/SKILL.md

Setup guide →

Codex CLI

~/.codex/skills/<skill>/SKILL.md, or reference via codex.md instructions file

Setup guide →

Install

One-click setup for your editor

Run in your project root

npx @skills-hub-ai/cli install ai-native-context-discipline --target claude-code

Examples

Prompt

Let's re-anchor the session to ensure we're aligned on the current project state.

Output

Re-anchor this session from durable project artifacts.

Read the relevant project artifacts:
- `docs/implementation-plan.md`
- `docs/progress.md`
- `docs/project-guidelines.md`
- `docs/technical-debt.md`

Summarize:
- Current objective: Finalize API integration module.
- Current phase: Implementation.
- Completed work: Defined API endpoints, set up authentication.
- Active constraints: Maintain RESTful standards, ensure backward compatibility.
- Decisions already made: Use OAuth2 for auth, adopt JSON schema validation.
- Open questions: How to handle token refresh?
- Next safe action: Implement token refresh logic in auth service.

Separate confirmed facts from assumptions.
Do not make code changes yet.

Prompt

The project seems to have drifted from the original scope. Can you re-establish the context?

Output

Re-anchor this session from durable project artifacts.

Read the relevant project artifacts:
- `docs/implementation-plan.md`
- `docs/progress.md`
- `docs/project-guidelines.md`
- `docs/technical-debt.md`

Summarize:
- Current objective: Complete the user authentication feature.
- Current phase: Foundation.
- Completed work: Designed login flow, drafted user model.
- Active constraints: Security compliance, minimal latency.
- Decisions already made: Use JWT tokens, implement OAuth2 fallback.
- Open questions: How to handle token revocation?
- Next safe action: Develop token revocation mechanism.

Separate confirmed facts from assumptions.
Do not make code changes yet.

Instructions

This skill doesn’t include stateful context yet, instructions only. Learn about stateful skills.

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Frequently asked questions about ai-native-context-discipline

What does the ai-native-context-discipline skill do?

Use in long AI coding sessions to prevent context rot: re-anchor artifacts, summarize state, detect drift, and restore phase boundaries. It's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.

How do I install the ai-native-context-discipline skill?

Run `npx @skills-hub-ai/cli install ai-native-context-discipline` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/ai-native-context-discipline/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.

Which AI tools does ai-native-context-discipline work with?

ai-native-context-discipline runs in Claude Code, Cursor, Codex CLI. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.

Is the ai-native-context-discipline skill free?

Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.

How do I use ai-native-context-discipline after installing it?

In Claude Code, type `/ai-native-context-discipline` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.

Can I share the ai-native-context-discipline skill with my team?

Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.