Standard	Reference	Loaded By
Skill Structure	`references/skill-structure.md`	vibe (skill audits), doc (skill creation)
Python	`references/python.md`	vibe, implement, complexity
Go	`references/go.md`	vibe, implement, complexity
Rust	`references/rust.md`	vibe, implement, complexity
TypeScript	`references/typescript.md`	vibe, implement
Shell	`references/shell.md`	vibe, implement
YAML	`references/yaml.md`	vibe
JSON	`references/json.md`	vibe
Markdown	`references/markdown.md`	vibe, doc
SQL Safety	`references/sql-safety-checklist.md`	vibe, pre-mortem (when DB code detected)
LLM Trust Boundaries	`references/llm-trust-boundary-checklist.md`	vibe, pre-mortem (when LLM code detected)
Race Conditions	`references/race-condition-checklist.md`	vibe, pre-mortem (when concurrent code detected)
Codex Skills	`references/codex-skill.md`	vibe (when `skills-codex/` or converter files detected)
Test Pyramid	`references/test-pyramid.md`	plan, pre-mortem, implement, crank, validation, post-mortem

How It Works

Skills declare standards as a dependency:

skills:
  - standards

Then load the appropriate reference based on file type:

# Pseudo-code for standard loading
if file.endswith('.py'):
    load('standards/references/python.md')
elif file.endswith('.go'):
    load('standards/references/go.md')
elif file.endswith('.rs'):
    load('standards/references/rust.md')
# etc.

Domain-Specific Checklists

Specialized checklists for high-risk code patterns. Loaded automatically by /vibe and /pre-mortem when matching code patterns are detected:

Checklist	Trigger Pattern	Risk Area
`sql-safety-checklist.md`	SQL queries, ORM calls, migration files, `database/sql`, `sqlalchemy`, `prisma`	Injection, migration safety, N+1, transactions
`llm-trust-boundary-checklist.md`	`anthropic`, `openai` imports, prompt templates, `llm`/`prompt` files	Prompt injection, output validation, cost control
`race-condition-checklist.md`	Goroutines, threads, `asyncio`, `sync.Mutex`, shared file I/O	Shared state, file races, database races
`codex-skill.md`	Files under `skills-codex/`, `convert.sh`, `skills-codex-overrides/`	Codex API conformance, prohibited primitives, tool mapping

Skills detect triggers via file content patterns and import statements. Each checklist's "When to Apply" section defines exact detection rules.

Deep Standards

For comprehensive audits, skills can load extended standards from vibe/references/*-standards.md which contain full compliance catalogs.

Standard	Size	Use Case
Tier 1 (this skill)	~5KB each	Normal validation
Tier 2 (vibe/references)	~15-20KB each	Deep audits, `--deep` flag
Domain checklists	~3-5KB each	Triggered by code pattern detection

Integration

Skills that use standards:

/vibe - Loads based on changed file types
/implement - Loads for files being modified
/doc - Loads markdown standards
/bug-hunt - Loads for root cause analysis
/complexity - Loads for refactoring recommendations

Examples

Vibe Loads Python Standards

User says: /vibe (detects changed Python files)

What happens:

Vibe skill checks git diff for file types
Vibe finds auth.py in changeset
Vibe loads standards/references/python.md automatically
Vibe validates against Python standards (type hints, docstrings, error handling)
Vibe reports findings with standard references

Result: Python code validated against language-specific standards without manual reference loading.

Implement Loads Go Standards

User says: /implement ag-xyz-123 (issue modifies Go files)

standards

Standards Skill

Purpose

Standards Available