---
name: convention-sync-3dc97fad04d4
description: Use when syncing HARNESS.md conventions to Cursor, Copilot, and Windsurf convention files — reads Context and Constraints sections and generates tool-specific output so all AI coding tools share the same project rules
---

# Convention Sync Across AI Tools

## Overview

Teams using multiple AI coding tools hit convention drift: HARNESS.md
declares the project's conventions and constraints, but Cursor, Copilot,
and Windsurf each have their own convention file format. Without sync,
those tools operate blind — or worse, with stale copies of rules that
were updated in HARNESS.md weeks ago.

This skill reads the Context and Constraints sections of HARNESS.md and
generates the corresponding convention files for each supported tool.
HARNESS.md is the single source of truth. Sync is one-way only:
HARNESS.md drives the other files. No tool-specific file feeds back
into HARNESS.md.

---

## What Gets Synced

| HARNESS.md Section | Target Content |
| --- | --- |
| Context > Stack | Tool description / context block — languages, build system, test framework |
| Context > Conventions | Convention rules — naming, file structure, error handling, documentation |
| Constraints (each entry) | One rule block per constraint with enforcement level and scope |
| Constraint `Scope` field | Cursor glob pattern (falls back to `**/*` when Scope is absent) |

Sections outside Context and Constraints (Garbage Collection, Status)
are not synced — they are harness-internal and have no equivalent in
other tools.

---

## Running the Sync

Invoke via the slash command:

```text
/convention-sync
```

Or ask the agent directly: "Sync my HARNESS.md conventions to Cursor,
Copilot, and Windsurf."

The agent will:

1. Read HARNESS.md from the project root
2. Parse the Context and Constraints sections
3. Generate or update each target file
4. Report what changed in a summary table

---

## Output Format Reference

### Cursor

Generates two files in `.cursor/rules/`:

#### `.cursor/rules/conventions.mdc`

Contains the Context section from HARNESS.md. Frontmatter format:

```text
---
description: Project conventions synced from HARNESS.md
globs: **/*
alwaysApply: true
---

# Project Conventions

## Stack

- Primary languages: Go 1.22
- Build system: make
...

## Conventions

- Naming: snake_case for files, PascalCase for types
...
```

#### `.cursor/rules/constraints.mdc`

Contains one rule block per constraint. Each constraint becomes a
section with its enforcement level and scope. The `globs` frontmatter
field is set from the constraint's `Scope` field if present, otherwise
defaults to `**/*`.

```text
---
description: Project constraints synced from HARNESS.md
globs: **/*
alwaysApply: true
---

# Project Constraints

## Consistent formatting

- Rule: All source files must pass the project's configured formatter
  without changes
- Enforcement: unverified
- Scope: commit

## No secrets in source

- Rule: No API keys, tokens, passwords, or private keys may appear
  in committed source files
- Enforcement: deterministic
- Scope: commit
```

### Copilot

Generates a single flat markdown file:

#### `.github/copilot-instructions.md`

Combines Context and Constraints into one document. No frontmatter —
Copilot reads plain markdown.

```markdown
# Project Conventions

These conventions are synced from HARNESS.md. Do not edit this file
directly — run `/convention-sync` to regenerate.

## Stack

- Primary languages: Go 1.22
...

## Conventions

- Naming: snake_case for files, PascalCase for types
...

## Constraints

### Consistent formatting

- Rule: All source files must pass the project's configured formatter
  without changes
- Enforcement: unverified
- Scope: commit

### No secrets in source

- Rule: No API keys, tokens, passwords, or private keys may appear
  in committed source files
- Enforcement: deterministic
- Scope: commit
```

### Windsurf

Generates two files in `.windsurf/rules/`:

#### `.windsurf/rules/conventions.md`

Same content structure as the Cursor conventions file but without
frontmatter globs (Windsurf does not support glob scoping).

```markdown
# Project Conventions

These conventions are synced from HARNESS.md. Do not edit this file
directly — run `/convention-sync` to regenerate.

## Stack

- Primary languages: Go 1.22
...

## Conventions

- Naming: snake_case for files, PascalCase for types
...
```

#### `.windsurf/rules/constraints.md`

Same content structure as the Cursor constraints file but without
frontmatter.

```markdown
# Project Constraints

These constraints are synced from HARNESS.md. Do not edit this file
directly — run `/convention-sync` to regenerate.

## Consistent formatting

- Rule: All source files must pass the project's configured formatter
  without changes
- Enforcement: unverified
- Scope: commit
```

---

## Conflict Resolution

When a target file already exists:

1. Generate the new content from HARNESS.md
2. Diff the generated content against the existing file
3. If the files are identical, report "unchanged" and move on
4. If they differ, show the user what changed and ask before overwriting
5. If the user declines, report "skipped" for that file

**HARNESS.md always wins.** The target files are generated output. Any
manual edits to them will be overwritten on the next sync unless the
user explicitly skips the file. The correct workflow for adding
tool-specific rules that do not belong in HARNESS.md is to create a
separate rule file that the sync does not manage.

---

## Verification

After generating all files, spot-check that every constraint from
HARNESS.md appears in each output file:

1. List every constraint heading from HARNESS.md
2. For each target file, confirm the constraint heading appears
3. Report any missing constraints

If a constraint is missing from any output, the generation has a bug.
Do not silently skip constraints.


---
Source attribution: Habitat-Thinking
Original project: https://github.com/Habitat-Thinking/ai-literacy-superpowers/blob/a50b8136e8e170a828b7a61aa3e8815475b56bc9/ai-literacy-superpowers/skills/convention-sync/SKILL.md
License: Apache-2.0
License information: https://www.apache.org/licenses/LICENSE-2.0
Original upstream instructions; downloaded from Mega AI Hub.

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# Mega AI Hub resource metadata

Creator / publisher: Habitat-Thinking
Original project: https://github.com/Habitat-Thinking/ai-literacy-superpowers/blob/a50b8136e8e170a828b7a61aa3e8815475b56bc9/ai-literacy-superpowers/skills/convention-sync/SKILL.md
Attribution basis: Source repository record

Fields of work: Development & Engineering, Product Management
Roles: Backend Developer, DevOps / SRE, Frontend Developer, Full-Stack Developer, Product Manager
Specialties: API
Tools: GitHub
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: 243d2ff000d3e61035d5f94a198c424498b1e9f21eb93fd06acbeeb97b6d9924
