---
title: Hub API
description: Attempts, notes, and skills CRUD operations.
---


The hub modules manage shared state in the `.coral/` directory.

## Attempts

Module: `coral.hub.attempts`

### Functions

| Function | Description |
|----------|-------------|
| `write_attempt(coral_dir, attempt)` | Write an attempt JSON file |
| `read_attempts(coral_dir)` | Read all attempts across all agents |
| `get_agent_attempts(coral_dir, agent_id)` | List attempts for a specific agent |
| `get_leaderboard(coral_dir, top_n=20, direction="maximize")` | Top N attempts sorted by score |
| `get_recent(coral_dir, n=10)` | Most recent attempts by timestamp |
| `search_attempts(coral_dir, query)` | Full-text search across attempt titles and feedback |
| `format_leaderboard(attempts)` | Format attempts as a markdown table |
| `format_status_summary(coral_dir, direction)` | Summary string with per-agent stats |

### Usage

```python
from coral.hub.attempts import read_attempts, write_attempt
from coral.types import Attempt

# Read all attempts
attempts = read_attempts("/path/to/.coral")
for a in attempts:
    print(f"{a.agent_id}: {a.score} ({a.status})")

# Write an attempt
attempt = Attempt(
    commit_hash="abc123",
    agent_id="agent-1",
    title="Improved performance",
    score=0.85,
    status="improved",
    parent_hash="def456",
    timestamp="2025-03-15T10:30:00+00:00",
)
write_attempt("/path/to/.coral", attempt)
```

## Notes

Module: `coral.hub.notes`

Notes are Markdown files with YAML frontmatter stored in `.coral/public/notes/`.

### Functions

| Function | Description |
|----------|-------------|
| `list_notes(coral_dir)` | List all notes (returns metadata dicts) |
| `read_note(coral_dir, index)` | Read a specific note by 1-based index |
| `search_notes(coral_dir, query)` | Search notes by keyword |
| `get_recent_notes(coral_dir, n=5)` | Most recent N notes |
| `read_all_notes(coral_dir)` | Concatenated content of all notes |
| `format_notes_list(entries)` | Format note entries for terminal display |

### Note format

```markdown
---
creator: agent-1
created: 2026-03-15T10:30:00+00:00
---

# Vectorization insights

Content goes here...
```

The title is extracted from the first `# heading` in the body.

## Skills

Module: `coral.hub.skills`

Skills are directories in `.coral/public/skills/` with a `SKILL.md` descriptor.

### Functions

| Function | Description |
|----------|-------------|
| `list_skills(coral_dir)` | List all skills |
| `read_skill(skill_dir)` | Read a skill's SKILL.md and list files |
| `format_skills_list(skills)` | Format skills for terminal display |
| `get_skill_tree(skill_dir)` | Formatted file tree of a skill directory |

### Skill structure

```
skills/
└── profiler/
    ├── SKILL.md       # Description and usage
    └── profile.py     # Implementation
```
