easa-erules

Deterministic, local toolkit for EASA Easy Access Rules — built for LLM agents.

Turns the official EAR XML exports (CS-*, AMC, GM) into structured data an agent can quote from. An experimental FAA branch serves 14 CFR through the public eCFR API using the same interface.

• fetch a regulation, or a pinned version, into a local cache
• parse into a canonical Regulation AST (Flat OPC / OOXML, or eCFR XML)
• export Markdown, JSON and HTML
• extract one rule, query with SQLite FTS5, walk cross-references
• validate conversions so nothing is dropped silently

Regulatory text is never rewritten by an LLM during conversion. Conversion is deterministic; models reason on tool output, not on recall.

Every machine-readable result states which publication and amendment it came from, and distinguishes "searched, found nothing" from "never looked" — the usual way an agent pipeline goes quietly wrong.

Install

Requires Python ≥ 3.11.

# PyPI (recommended for users)
pip install easa-erules

# or with uv
uv pip install easa-erules

From source / development:

git clone https://github.com/mrSpringpeace/easa-erules.git
cd easa-erules
uv venv && source .venv/bin/activate
uv pip install -e ".[dev]"
# or: pip install -e ".[dev]"

Pinned git tag (if PyPI is unavailable):

pip install "git+https://github.com/mrSpringpeace/easa-erules.git@v0.2.0"

Optional MCP server (for agent hosts that speak MCP rather than shell):

pip install "easa-erules[mcp]"

Entry points: easa-erules, easa-erules-mcp.

Disclaimer: Unofficial toolkit, not endorsed by EASA or the FAA. Always verify critical interpretations against the official publication. The MIT licence covers this software only — see NOTICE for the attribution and licensing of regulatory text.

Quick start

# Catalog
easa-erules list
easa-erules info vla

# Download latest XML into the cache
easa-erules fetch cs-vla
easa-erules fetch cs-vla --version "Amendment 1"

# Inspect / convert / extract / search / refs
easa-erules inspect cs-vla
easa-erules convert cs-vla -o ./out --split
easa-erules convert ./local.xml -o ./out --format html
easa-erules extract cs-vla CS-VLA.303 --format json
easa-erules query cs-vla "factor of safety" --json
easa-erules refs cs-vla CS-VLA.303 --json
easa-erules validate ./out

# FAA parts work the same way (experimental)
easa-erules fetch far-23
easa-erules extract far-23 "14 CFR 23.2005" --format json

Local path or registry id/alias is accepted for most commands. Use --fetch on convert/extract/query when the id is not cached yet.

Output contract

Every --json result carries the same envelope, so an agent can branch on it without guessing:

{
  "schema_version": "1.0",
  "status": "ok",
  "source": {"regulation_id": "cs-vla", "amendment": "Amendment 1", "sha256": "…"},
  "warnings": [],
  "rule": { "…": "…" }
}

no_match is not evidence that a requirement does not exist. Amendment and issue are never silently null: when they cannot be established the field reads unknown and a warning says so.

Cache layout

~/.cache/easa-erules/          # override: EASA_ERULES_CACHE
  cs-vla/
    source.xml                 # latest convenience copy
    meta.yaml
    search.sqlite              # FTS index (built on first query)
    versions/<slug>/
      source.xml
      meta.yaml                # sha256, download_url, retrieved_at, …
      original.zip

Split convert output

out/
├── index.md
├── metadata.yaml
├── document.json
├── conversion-report.json
├── rules/
│   └── cs-vla-303.md
└── assets/
    └── cs-vla-303-fig-01.png

CLI reference

Design principles, adapters and the full output contract: docs/MANUAL.md.

Architecture

EASA landing page ──fetch──► cache (XML + meta + sha256)
eCFR API          ──fetch──►      │
                                  │
Local XML/DOCX ───────────────────┤
                                  ▼
                     OpcPackage / eCFR XML
                              ▼
              EasaDocumentParser | FaaEcfrAdapter
                              ▼
                     Regulation AST ──normalize──►
                              ▼
              ┌───────────────┼───────────────┐
              ▼               ▼               ▼
          Markdown          JSON            HTML
              │
              ├── SQLite FTS5 (query)
              ├── Reference graph (refs)
              └── Validation / conversion-report.json

Built-in sources

EASA — sources/easa.yaml, keyed on stable landing pages rather than fragile direct URLs:

cs-vla, cs-lsa, cs-22, cs-23, cs-25, cs-27, cs-29, cs-e, part-21, uas-rules

cs-p and cs-etso are catalogued but PDF-only — EASA publishes no XML export for them, so commands fail with an explanation instead of a confusing parse error.

FAA — experimental — sources/faa.yaml, served by the public eCFR API:

far-21, far-23, far-25, far-27, far-43, far-91

This branch is a prototype: it mirrors regulation text only, its shape may change, and it is not a source for the FAA certification basis. EASA is where this project is maintained.

A weekly workflow resolves, downloads and parses every entry, and reports drift without failing the build:

python scripts/catalog_health.py --deep

For LLM agents

Two integration routes, same results:

• Shell — the thin skills under skills/ (generic / Codex / Claude Code / OpenCode)
• MCP — easa-erules-mcp, exposing list_regulations, regulation_info, extract_rule, query_regulation, rule_references, fetch_regulation

Cookbook: examples/agent-cookbook.md
Full manual: docs/MANUAL.md

Rules of engagement:

1. Prefer query / extract / refs with --json over stuffing full regulations into context.
2. Never hand-write or "fix" regulatory text from model memory.
3. After bulk convert, run validate.
4. Ground answers only on tool output, and cite the designation + amendment from the source block.
5. This is an EASA source. It is not a source for the FAA certification basis — the FAA branch mirrors eCFR text only, with no Advisory Circulars or policy material.

Development

pytest                                        # offline; real-sample tests skip
python tests/real_samples/fetch_samples.py    # pull the pinned publications
pytest -m real_sample -v
EASA_ERULES_LIVE=1 pytest -k live -v          # network smokes

ruff check src tests scripts

• Unit fixtures: tests/fixtures/
• Golden renders: tests/golden/
• Real documents: pinned, not committed — see tests/real_samples/README.md and docs/LEGAL-REVIEW.md

Development state: docs/STATUS.md

Design principles

• Deterministic conversion — same source + parser version → same AST/ids/exports
• No silent content loss — unknown elements and failed structures are reported
• AST in the middle — no direct XML → Markdown hacks
• Agent-first CLI — versioned, self-describing JSON for extract/query/refs
• Explicit over empty — a result never leaves an agent guessing why it is empty

License

MIT for the software — see LICENSE.

The MIT grant does not extend to regulatory text retrieved through this tool. EASA Easy Access Rules are reproduced with acknowledgement per EASA's copyright policy; 14 CFR is US Government work in the public domain. See NOTICE.