Inspecting Skills
SkillAI & modelsDiscovers and indexes Python code in skills, enabling cross-skill imports. Use when importing functions from other skills or analyzing skill codebases.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Inspecting Skills skill
What this skill tells your AI
The instructions your AI receives, as published by oaustegard/claude-skills in inspecting-skills/SKILL.md and read by ahel’s review.
Discover Python code across skills and enable universal imports. Solves the dash-underscore naming mismatch between skill directories (e.g., browsing-bluesky) and Python imports (e.g., browsing_bluesky).
Installation
import sys
sys.path.insert(0, '/home/user/claude-skills')
from inspecting_skills import setup_skill_path, skill_import
Quick Start
Import a Skill
from inspecting_skills import skill_import
# Import by skill name (dash or underscore form)
bsky = skill_import("browsing-bluesky")
posts = bsky.search_posts("python")
# Import specific functions
search, profile = skill_import("browsing-bluesky", ["search_posts", "get_profile"])
Enable Transparent Imports
from inspecting_skills import setup_skill_path
# Configure once at session start
setup_skill_path("/home/user/claude-skills")
# Now import skills directly (underscore form)
from browsing_bluesky import search_posts, get_profile
from remembering import remember, recall
Discover Available Skills
from inspecting_skills import list_importable_skills
skills = list_importable_skills()
for s in skills:
print(f"{s['name']} -> import {s['module_name']}")
Core Functions
Discovery
| Function | Purpose |
|---|---|
discover_skill(path) | Analyze a single skill directory |
discover_all_skills(root) | Find all skills with Python code |
find_skill_by_name(name, root) | Find skill by name (either form) |
skill_name_to_module(name) | Convert "browsing-bluesky" to "browsing_bluesky" |
Indexing
| Function | Purpose |
|---|---|
index_skill(layout) | Extract symbols from a discovered skill |
index_all_skills(root) | Index all skills in repository |
generate_registry(root, output) | Create registry.json manifest |
Importing
| Function | Purpose |
|---|---|
setup_skill_path(root) | Enable transparent skill imports |
skill_import(name, symbols) | Import skill or specific symbols |
register_skill(name, path) | Register skill at custom path |
list_importable_skills() | List all importable skills |
Skill Layouts
Skills organize Python code in three patterns:
1. Scripts Directory
browsing-bluesky/
SKILL.md
__init__.py # Re-exports from scripts/
scripts/
__init__.py
bsky.py # Main implementation
2. Root-Level Modules
remembering/
SKILL.md
__init__.py # Re-exports functions
memory.py # Core functionality
boot.py
config.py
3. Simple Package
simple-skill/
SKILL.md
__init__.py # Contains all code
Generating a Registry
Create a registry.json for offline symbol lookup:
from inspecting_skills import generate_registry
from pathlib import Path
registry = generate_registry(
Path("/home/user/claude-skills"),
output_path=Path("registry.json")
)
# Registry structure:
# {
# "version": "1.0.0",
# "skills": {
# "browsing-bluesky": {
# "module_name": "browsing_bluesky",
# "exports": ["search_posts", "get_profile", ...],
# "modules": [...]
# }
# }
# }
Indexing a Single Skill
from inspecting_skills import discover_skill, index_skill
from pathlib import Path
# Discover the skill layout
layout = discover_skill(Path("/home/user/claude-skills/remembering"))
print(f"Layout: {layout.layout_type}")
print(f"Has __init__.py: {layout.has_init}")
print(f"Python files: {[f.name for f in layout.python_files]}")
# Index symbols
index = index_skill(layout)
for module in index.modules:
print(f"\n{module.file_path}:")
for sym in module.symbols:
print(f" {sym.kind} {sym.name}{sym.signature or ''}")
Integration with tree-sitting
This skill complements tree-sitting, which extracts code structure at runtime:
- tree-sitting: AST-derived structure via tree-sitter, multi-language
- inspecting-skills: Runtime import support, Python-focused, dynamic discovery
Use both together:
tree-sittingfor navigation and code reviewinspecting-skillsfor actual code imports and execution
Troubleshooting
Import Errors
# If skill_import fails, check:
# 1. Skill exists and has __init__.py
from inspecting_skills import discover_skill
layout = discover_skill(Path("/path/to/skill"))
print(layout.has_init) # Must be True for importing
# 2. Skills root is configured
from inspecting_skills import get_skills_root
print(get_skills_root())
# 3. Symbol is exported in __all__
import ast
init_code = open("/path/to/skill/__init__.py").read()
# Check for __all__ definition
Path Not Found
# Manually set skills root
from inspecting_skills import set_skills_root
set_skills_root("/home/user/claude-skills")
API Reference
SkillLayout
@dataclass
class SkillLayout:
name: str # "browsing-bluesky"
path: Path # Full path to skill directory
layout_type: str # "scripts" | "root" | "package" | "none"
python_files: list[Path]
has_init: bool # Can be imported as package
entry_module: str # "browsing_bluesky"
SkillIndex
@dataclass
class SkillIndex:
name: str # "browsing-bluesky"
module_name: str # "browsing_bluesky"
layout_type: str
modules: list[ModuleIndex]
exports: list[str] # From __all__
Symbol
@dataclass
class Symbol:
name: str # Function/class name
kind: str # "function" | "class" | "method"
signature: str | None # "(self, x: int)"
line: int | None # 1-indexed
docstring: str | None # First line
children: list[Symbol] # Methods for classes
Signals
- GitHub stars
- 148
- Forks
- 5
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
inspecting-skills- Source
- github.com/oaustegard/claude-skills