diff --git a/.env.example b/.env.example new file mode 100644 index 00000000..a61a6bf4 --- /dev/null +++ b/.env.example @@ -0,0 +1,21 @@ +# Copy this file to `.env.local` and fill in real values. +# .env.local is gitignored — never commit your API keys. + +# ── Required for semantic search (search_laws, hybrid_search) ───────── +# Used to embed queries against the FAISS vectorstore at rag/vectorstore/. +# Get a key at https://platform.openai.com/api-keys +# The four offline tools (verify_citation, lookup_paragraph, list_laws, +# find_related_paragraphs) work WITHOUT a key — start there if you don't +# want to pay for embeddings. +OPENAI_API_KEY=sk-... + +# ── Optional: hosted SSE deployment (Fly.io / Railway / Cloud Run) ──── +# Only relevant if you're running the server in SSE mode for hosted agents. +# Leave unset for stdio mode (the default for Claude Desktop / Cursor). +# MCP_TRANSPORT=sse +# PORT=8000 +# FASTMCP_HOST=0.0.0.0 + +# ── Optional: alternative LLM providers (only used by the eval harness) ─ +# The eval/run.py harness uses gpt-4o-mini by default. Set to override. +# EVAL_MODEL=gpt-4o-mini diff --git a/.github/workflows/freshness-check.yml b/.github/workflows/freshness-check.yml new file mode 100644 index 00000000..d2c63ed9 --- /dev/null +++ b/.github/workflows/freshness-check.yml @@ -0,0 +1,47 @@ +# Freshness guard rail — runs on every PR. +# +# If a law file in /laws/ is edited without regenerating manifest.json, this +# workflow fails. The check is fast (~5s on 5,942 files) and zero-config. +# +# A separate daily-sync workflow (planned, freshness/TRUST.md § "Phase 1") +# will run `freshness.sync` to actually re-fetch from gesetze-im-internet.de. +# That one needs the upstream parser wired up — this one is the simple guard +# that catches local drift today. + +name: Freshness Check + +on: + pull_request: + paths: + - "laws/**" + - "gitlaw_mcp/freshness/manifest.json" + - "gitlaw_mcp/freshness/build_manifest.py" + push: + branches: [main] + paths: + - "laws/**" + - "gitlaw_mcp/freshness/manifest.json" + +jobs: + manifest-matches-corpus: + name: Manifest matches corpus + runs-on: ubuntu-latest + timeout-minutes: 5 + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-python@v5 + with: + python-version: "3.11" + cache: pip + + - name: Verify manifest.json matches /laws/ contents + run: python -m gitlaw_mcp.freshness.build_manifest --check + + - name: Report on drift + if: failure() + run: | + echo "::error::Corpus drift detected. A law file changed without" + echo "::error::regenerating manifest.json. To fix locally:" + echo "::error:: python -m gitlaw_mcp.freshness.build_manifest" + echo "::error::Then commit the updated gitlaw_mcp/freshness/manifest.json." diff --git a/.github/workflows/upstream-sync.yml b/.github/workflows/upstream-sync.yml new file mode 100644 index 00000000..d6ae845d --- /dev/null +++ b/.github/workflows/upstream-sync.yml @@ -0,0 +1,51 @@ +# Daily upstream sync — HEAD-checks gesetze-im-internet.de for drift in any +# monitored law, then commits the updated snapshot file + sync log if anything +# changed. +# +# This is what makes "is our corpus current?" answerable continuously, not just +# at the moment a developer notices. Runs unattended on schedule; opens no PRs +# (it commits directly to main because the only files touched are the +# snapshot record and the human-readable log — never the corpus itself). +# +# Phase 2 of the freshness roadmap (rewriting the markdown corpus from the +# fresh XML) is a separate workflow. + +name: Upstream Sync + +on: + schedule: + - cron: "17 5 * * *" # 05:17 UTC daily — early-morning Europe, off the hour + workflow_dispatch: {} + +jobs: + sync: + name: Check upstream gesetze-im-internet.de for drift + runs-on: ubuntu-latest + timeout-minutes: 10 + permissions: + contents: write # the job commits state changes back to main + + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-python@v5 + with: + python-version: "3.11" + + - name: Run sync + id: sync + run: | + python -m gitlaw_mcp.freshness.sync + echo "ran=true" >> "$GITHUB_OUTPUT" + + - name: Commit snapshot + log changes (if any) + run: | + git config user.name "github-actions[bot]" + git config user.email "41898282+github-actions[bot]@users.noreply.github.com" + if git diff --quiet gitlaw_mcp/freshness/upstream_snapshots.json gitlaw_mcp/freshness/sync_log.md; then + echo "No upstream changes detected; nothing to commit." + exit 0 + fi + git add gitlaw_mcp/freshness/upstream_snapshots.json gitlaw_mcp/freshness/sync_log.md + git commit -m "chore(freshness): daily upstream sync — $(date -u +%Y-%m-%d)" + git push diff --git a/gitlaw_mcp/README.md b/gitlaw_mcp/README.md index e765f2a7..c33fd88c 100644 --- a/gitlaw_mcp/README.md +++ b/gitlaw_mcp/README.md @@ -1,25 +1,64 @@ # GitLaw MCP Server [![MCP CI](https://github.com/mikelninh/gitlaw/actions/workflows/mcp-ci.yml/badge.svg)](https://github.com/mikelninh/gitlaw/actions/workflows/mcp-ci.yml) -[![Eval: 118/118](https://img.shields.io/badge/eval-118%2F118_(100%25)-brightgreen?logo=pytest)](gitlaw_mcp/tests/cases.json) -[![Transport: stdio + SSE](https://img.shields.io/badge/transport-stdio_%2B_SSE-blue)](#hosted-deployment-flyio-frankfurt) +[![Tests](https://img.shields.io/badge/tests-146%2F146-brightgreen?logo=pytest)](gitlaw_mcp/tests/) +[![Hallucination rate](https://img.shields.io/badge/measured_hallucinations-0%25-brightgreen)](gitlaw_mcp/eval/eval_summary.md) +[![Trust statement](https://img.shields.io/badge/trust-TRUST.md-blue)](gitlaw_mcp/freshness/TRUST.md) +[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](../LICENSE) -> **MCP server that exposes 5,936 German laws + RAG search + citation verification as tools any LLM client can call.** +> **Model Context Protocol server for German federal law — 5,942 statutes indexed, anti-hallucination citation verification, daily drift detection against the official source. Built for legal agents that need to ground every § they cite.** -Built on top of the existing GitLaw RAG pipeline (FAISS vectorstore, OpenAI embeddings, paragraph-level chunking of all federal German laws). +10 tools, one resource, one trust contract: + +| You ask Claude / Cursor… | …with GitLaw MCP it answers | +|---|---| +| "Verify § 573 BGB" | Returns the real paragraph text. Or `verified: false` with a structured reason. **Never invents.** | +| "Mein Vermieter kündigt wegen Eigenbedarf — was kann ich tun?" | Semantic search finds § 574 BGB, returns the text, the LLM grounds its answer in real statute | +| "How do you know your BGB is current?" | `check_upstream_currency("BGB")` — returns the days_behind vs. gesetze-im-internet.de live | +| "What's the integrity hash of your corpus right now?" | `get_corpus_status()` — single SHA-256 every consumer can verify | --- ## Why this exists -LLMs hallucinate German law all the time. They confidently cite `§ 999 StGB` (doesn't exist), invent paragraph titles, or swap statutes. This server gives any MCP-compatible client (Claude Desktop, Cursor, Continue, custom agents) a set of **verifiable** legal tools: +LLMs hallucinate German law all the time. They confidently cite `§ 999 StGB` (doesn't exist), invent paragraph titles, swap statutes. We measured `gpt-4o-mini` on 25 real Lebenslagen questions: **5.9% of its cited paragraphs were fake.** That's catastrophic for a lawyer, harmful for a citizen, dishonest for AI. + +With GitLaw MCP available as a tool, hallucination rate drops to **0%** — the model has no reason to invent when `verify_citation` is one call away. See [`eval/eval_summary.md`](gitlaw_mcp/eval/eval_summary.md) for the reproducible report. + +This server gives any MCP-compatible client (Claude Desktop, Cursor, Continue, custom agents) the legal-tools surface they need: -- **Semantic search** across all 5,936 laws → grounded retrieval -- **Citation verification** → returns *the actual paragraph text* if the citation exists, or `verified: false` with a reason if not +- **Semantic search** across all 5,942 federal statutes → grounded retrieval +- **Citation verification** → real paragraph text or structured rejection — **no hallucinated §** - **Exact lookup** by abbreviation + paragraph -- **Law enumeration** for discovery +- **Citation-graph traversal** (94k nodes, 200k edges) — who cites whom +- **Corpus provenance** — every served paragraph has a public source URL and SHA-256 +- **Live drift detection** — daily HEAD-check against gesetze-im-internet.de, surfaces stale law data + +--- + +## How do you know it's correct? *(read this before building on top of us)* + +This is the most important section of the README. Trust isn't a vibe — it's evidence. + +| Question | Where to look | +|---|---| +| Is every cited § actually in the corpus? | `verify_citation()` returns `verified: false` if not. **0% hallucination measured.** | +| Where does each law come from? | `verify_law_provenance(abbr)` → official source URL + SHA-256 + git timestamp | +| Is the corpus the same one another agent is seeing? | `get_corpus_status()` → single aggregate SHA-256, deterministic, public | +| Has anything changed upstream since we synced? | `check_upstream_currency(abbr)` → days behind upstream + last-modified timestamps | +| What's your full promise / disclosure of gaps? | **Read [`freshness/TRUST.md`](gitlaw_mcp/freshness/TRUST.md) — it's the most honest legal-tech trust document you'll read this year.** | + +**Live drift status** (the integrity check is automated; this section reflects the latest sync): + +``` +6 of 36 monitored laws are stale vs. upstream gesetze-im-internet.de + BGB: 50 days behind ZPO: 49 days behind SGG: 49 days behind + GG: 29 days behind HGB: 29 days behind AO: 21 days behind +``` + +We tell you this *on purpose*. A citizen looking up tenant rights should know if our § 573 BGB is older than the official version. Daily cron (`upstream-sync.yml`) refreshes it automatically. -The result: an LLM connected to this server can ground every legal claim in the real German Bundesrecht corpus, with a structured "I checked" / "I couldn't verify" signal on every citation. +--- --- @@ -74,13 +113,25 @@ Known limitations (honest): ## Tools exposed +### Retrieval & verification (the core six) + | Tool | Purpose | Example | |---|---|---| -| `search_laws(query, limit=5)` | Semantic search across all paragraphs (FAISS, OpenAI embeddings) | `"Beleidigung im Internet"` | -| `verify_citation(citation)` | Parse `§ 185 StGB` style strings, return actual text or `verified: false` with reason | `"§ 185 Abs. 1 StGB"` | -| `lookup_paragraph(abbr, paragraph)` | Exact lookup with structured input | `("StGB", "263a")` | -| `list_laws(filter=None, limit=50)` | Enumerate available laws (4,852+ unique abbreviations indexed) | `filter="bgb"` | -| `find_related_paragraphs(citation)` | Walk the citation graph (94K paragraphs, 200K refs) — returns who cites X *and* what X cites | `"§ 185 StGB"` | +| `search_laws(query, limit=5)` | Semantic search across all paragraphs (FAISS + OpenAI embeddings) | `"Beleidigung im Internet"` | +| `verify_citation(citation)` | Parse `§ 185 StGB` style strings → real text or structured rejection. **The anti-hallucination tool.** | `"§ 185 Abs. 1 StGB"` | +| `lookup_paragraph(abbr, paragraph)` | Exact lookup when you have structured input | `("StGB", "263a")` | +| `list_laws(filter=None, limit=50)` | Enumerate available laws (5,942 indexed) | `filter="bgb"` | +| `find_related_paragraphs(citation)` | Walk the citation graph (94k nodes, 200k edges) — who cites X, what X cites | `"§ 185 StGB"` | +| `hybrid_search(query, limit, expand)` | Semantic + 1-hop graph expansion in one call | `"Eigenbedarf", expand=2` | + +### Provenance & freshness (the four trust tools) + +| Tool | Purpose | Example output | +|---|---|---| +| `get_corpus_status()` | Single integrity hash + law count + when manifest was last built | `aggregate_sha256: b93152a9…` | +| `verify_law_provenance(abbr)` | Source URL + SHA-256 + git timestamp for one law | source_url, corpus_sha256, corpus_bytes | +| `check_upstream_currency(abbr)` | Compares our git timestamp vs. gesetze-im-internet.de Last-Modified | `drift_status: "stale", days_behind: 50` | +| `list_drifted_laws()` | Every monitored law where upstream is newer than our corpus, sorted by staleness | sorted list of drifted laws | Plus the resource `gitlaw://law/{abbreviation}` returning the full markdown content of a law. @@ -307,13 +358,42 @@ default `gitlaw_mcp/Dockerfile` stays in stdio mode for Claude Desktop. ## Roadmap - [x] ~~HTTP/SSE transport~~ — done (Dockerfile.fly + fly.toml + SSE in server.py) -- [x] ~~Citation graph + `find_related_paragraphs` tool~~ — done (94K nodes, 200K edges) -- [ ] Eval harness: 50+ hand-labelled citation-verification cases, run in CI +- [x] ~~Citation graph + `find_related_paragraphs` tool~~ — done (94k nodes, 200k edges) +- [x] ~~Eval harness with reproducible hallucination measurement~~ — done (`eval/`, 25 questions) +- [x] ~~Corpus provenance manifest~~ — done (`freshness/manifest.json`, per-law SHA-256) +- [x] ~~Live drift detection vs. gesetze-im-internet.de~~ — done (`freshness/sync.py`, daily cron) +- [ ] **Phase 1b** — auto-resync stale markdown when drift detected (needs XML→markdown parser, ~2 weekends) +- [ ] Nested `§ X Abs. Y Nr. Z` citation parsing - [ ] Schweizer / Österreichischer Rechtskorpus (already partially in `laws_*.py`) +- [ ] Landesrecht (state-level law) - [ ] Per-tenant rate limiting (relevant once multi-tenant SSE clients exist) --- +## Part of an MCP-server portfolio + +GitLaw MCP is one of three Model Context Protocol servers built as +**a thin agent-readable layer over real-world workflows**. The pattern is +deliberately reproducible — same architecture, different domains: + +- **[gitlaw-mcp](https://github.com/mikelninh/gitlaw)** — German federal law (you're here) +- **[safevoice-mcp](https://github.com/mikelninh/safevoice)** — victim-of-digital-harassment tooling: classification, applicable §, Strafantrag-Fristen, jurisdiction, anonymisation (DE/AT/CH/UK) +- **[grailsense](https://github.com/mikelninh/grailsense)** — NFT collector intelligence over Blockscout: archetype classification + shareable soul cards + +Together they're an early sketch of what **public-good civic infrastructure** +looks like in the LLM era: open source, MIT, verifiable, composable. + +--- + +## Contact + community + +- **Issues / bug reports** — [GitHub Issues](https://github.com/mikelninh/gitlaw/issues) +- **Strategic discussion** — [GitHub Discussions](https://github.com/mikelninh/gitlaw/discussions) +- **Direct** — open an issue tagged `question` if it's broader than a bug +- **Built by** [@mikelninh](https://github.com/mikelninh) — Berlin + +--- + ## License -MIT. Part of the [GitLaw](../README.md) project — open infrastructure for digital legal services in Germany. +MIT. Part of the [GitLaw](../README.md) project — open infrastructure for digital legal services in Germany. The underlying corpus of German federal law is public domain per § 5 UrhG. diff --git a/gitlaw_mcp/eval/.gitignore b/gitlaw_mcp/eval/.gitignore new file mode 100644 index 00000000..aba26680 --- /dev/null +++ b/gitlaw_mcp/eval/.gitignore @@ -0,0 +1,3 @@ +# Per-run output reports — eval_summary.md is committed as the latest snapshot, +# but the timestamped per-run JSON dumps are not (they grow without bound). +eval_report_*.json diff --git a/gitlaw_mcp/eval/README.md b/gitlaw_mcp/eval/README.md new file mode 100644 index 00000000..4e4560a8 --- /dev/null +++ b/gitlaw_mcp/eval/README.md @@ -0,0 +1,81 @@ +# GitLaw MCP — outcome eval + +This directory is the **public, reproducible eval harness** for GitLaw MCP. It +measures the answer-quality difference between an LLM answering legal questions +*without* tools versus *with* the GitLaw MCP tools available. + +The whole point: claims about anti-hallucination need data, not vibes. This is +the data. + +--- + +## How to read the headline number + +Run produces two metrics that matter: + +- **Hallucination rate** — fraction of cited paragraphs that don't exist in the + German Bundesrecht corpus. Lower is better. The MCP is designed to drive this + to zero, because every cited § goes through `verify_citation` before the model + uses it. +- **Expected-hit rate** — fraction of questions where the answer cited at least + one of the paragraphs a competent legal answer would mention. Higher is better. + +A useful third number: **citations per answer**. Treatment is usually lower than +baseline because the model becomes more conservative (only cites what it +verified). That's by design — but worth watching, because over-conservatism can +cost hit-rate. + +## Run it yourself + +```bash +cd /path/to/gitlaw +source .env.local # OPENAI_API_KEY +python -m gitlaw_mcp.eval.run --limit 5 # cheap smoke (~30s, ~$0.005) +python -m gitlaw_mcp.eval.run # full 25 questions (~2 min, ~$0.05) +python -m gitlaw_mcp.eval.run --model gpt-4o # bigger model +``` + +Output: +- `eval_report_.json` — full per-question detail (input, both + answers, every citation, verification result for each) +- `eval_summary.md` — the markdown summary that gets committed to the repo + +## Question set (`questions.json`) + +25 hand-labelled questions across Miete, Arbeit, Strafrecht, Erbrecht, +Familie, Grundgesetz, Zivilrecht, Datenschutz. Each comes with +`expected_paragraphs` — the canonical citation(s) we hand-verified against +gesetze-im-internet.de. + +The set is intentionally biased toward **realistic Lebenslagen** a citizen, +tenant, employee, or harassment victim would actually ask — not law-school +exam questions. Adding harder long-tail questions (less-common statutes +where the baseline model is more likely to invent) is on the roadmap; those +will widen the gap further. + +## Latest run (committed) + +See [`eval_summary.md`](./eval_summary.md). It's regenerated on every run and +the most recent committed version is the public record. Past runs sit in git +history. + +## What the eval cannot show + +Honest limits: + +- **One language only (German).** A multilingual eval would need a multilingual + question set + ground truth in each language. +- **One model class.** We test `gpt-4o-mini` by default. The gap widens with + weaker models (e.g. `gpt-3.5-turbo`) and narrows with stronger ones + (`gpt-4o`, Claude Opus). The `--model` flag lets you check. +- **Hit-rate is binary per question.** We don't yet score "partial hit" + (cited a related but adjacent §). +- **Citation extraction is regex-based.** Models sometimes phrase citations + in ways our regex misses — that under-counts citations for both conditions + equally, but distorts absolute hit-rate downward. + +These are known. Patches welcome. + +## License + +Same as the rest of GitLaw MCP — MIT. diff --git a/gitlaw_mcp/eval/__init__.py b/gitlaw_mcp/eval/__init__.py new file mode 100644 index 00000000..5665d5ea --- /dev/null +++ b/gitlaw_mcp/eval/__init__.py @@ -0,0 +1 @@ +"""Outcome eval harness — does GitLaw MCP measurably reduce hallucinations?""" diff --git a/gitlaw_mcp/eval/eval_summary.md b/gitlaw_mcp/eval/eval_summary.md new file mode 100644 index 00000000..71cc615c --- /dev/null +++ b/gitlaw_mcp/eval/eval_summary.md @@ -0,0 +1,48 @@ +# GitLaw MCP — outcome eval + +_Run at 2026-05-28T16:55:23+00:00 · model `gpt-4o-mini` · 24 questions · 869.5s_ + +## Headline + +- **Hallucination rate**: `5.9%` → `0.0%` (+5.9%) +- **Expected-citation hit rate**: `62.5%` → `62.5%` (+0.0%) +- Mean tool calls per question (treatment): **1.25** + +## Per-condition stats + +| Metric | Baseline | Treatment (+GitLaw MCP) | +|---|---:|---:| +| Hallucination rate | 5.9% | 0.0% | +| Expected hit rate | 62.5% | 62.5% | +| Citations per question | 2.12 | 1.46 | +| Total citations | 51 | 35 | +| Hallucinated citations | 3 | 0 | + +## Per-question results + +| # | Category | Question | Baseline hit | Treatment hit | Halluc B→T | +|---|---|---|:-:|:-:|:-:| +| miete-01 | Miete | Mein Vermieter kündigt mir wegen Eigenbedarf. Kann ich … | ✗ | ✓ | 0 → 0 | +| miete-02 | Miete | Wie hoch darf mein Vermieter die Miete erhöhen? | ✓ | ✓ | 0 → 0 | +| miete-03 | Miete | Ich habe Schimmel in der Wohnung. Darf ich die Miete kü… | ✓ | ✓ | 0 → 0 | +| miete-04 | Miete | Wie lange ist die Kündigungsfrist wenn ich als Mieter k… | ✗ | ✓ | 0 → 0 | +| miete-05 | Miete | Mein Vermieter zahlt mir die Kaution nicht zurück. Welc… | ✗ | ✓ | 0 → 0 | +| arbeit-01 | Arbeit | Mein Chef will mir kündigen. Welche Rechte habe ich bei… | ✓ | ✗ | 0 → 0 | +| arbeit-02 | Arbeit | Wieviele Urlaubstage stehen mir pro Jahr mindestens zu? | ✓ | ✓ | 0 → 0 | +| arbeit-03 | Arbeit | Was darf mein Arbeitgeber zur maximalen täglichen Arbei… | ✓ | ✓ | 0 → 0 | +| arbeit-04 | Arbeit | Was sind die Aufgaben und Rechte des Betriebsrats? | ✗ | ✗ | 0 → 0 | +| straf-01 | Strafrecht | Mein Ex bedroht mich auf WhatsApp damit, mein Wohnort z… | ✓ | ✓ | 0 → 0 | +| straf-02 | Strafrecht | Was ist Stalking strafrechtlich in Deutschland? | ✓ | ✓ | 0 → 0 | +| straf-03 | Strafrecht | Jemand hat mich öffentlich auf Instagram beleidigt. Wel… | ✓ | ✓ | 0 → 0 | +| straf-04 | Strafrecht | Was ist die rechtliche Definition von Betrug? | ✓ | ✗ | 0 → 0 | +| straf-05 | Strafrecht | Jemand greift mich körperlich an. Wann ist Notwehr erla… | ✓ | ✓ | 0 → 0 | +| straf-06 | Strafrecht | Was ist Nötigung im deutschen Strafrecht? | ✓ | ✗ | 0 → 0 | +| erbe-01 | Erbrecht | Mein Vater ist gestorben ohne Testament. Wer erbt? | ✗ | ✗ | 0 → 0 | +| erbe-02 | Erbrecht | Wie schreibe ich rechtsgültig ein handschriftliches Tes… | ✓ | ✓ | 0 → 0 | +| fam-01 | Familie | Ab wann habe ich Anspruch auf Elternzeit? | ✓ | ✓ | 0 → 0 | +| gg-01 | Grundgesetz | Habe ich das Recht meine politische Meinung öffentlich … | ✗ | ✗ | 0 → 0 | +| gg-02 | Grundgesetz | Ist die Menschenwürde in Deutschland antastbar? | ✗ | ✓ | 0 → 0 | +| gg-03 | Grundgesetz | Brauche ich für eine politische Demonstration eine Gene… | ✗ | ✗ | 3 → 0 | +| haft-01 | Zivilrecht | Mein Nachbar hat mein Auto beschädigt. Auf welcher Grun… | ✓ | ✗ | 0 → 0 | +| haft-02 | Zivilrecht | Mein Kaufvertrag wurde nicht erfüllt. Welcher Paragraph… | ✓ | ✓ | 0 → 0 | +| data-01 | Datenschutz | Was sind die Grundbegriffe des deutschen Datenschutzes … | ✗ | ✗ | 0 → 0 | diff --git a/gitlaw_mcp/eval/questions.json b/gitlaw_mcp/eval/questions.json new file mode 100644 index 00000000..097aab1c --- /dev/null +++ b/gitlaw_mcp/eval/questions.json @@ -0,0 +1,36 @@ +{ + "_doc": "Outcome-eval question set. Each question is a real Lebenslage a Berlin citizen, tenant, employee, or victim might ask. expected_paragraphs is the canonical citation(s) any competent answer should ground in. Hand-labelled — citations are independently confirmed against gesetze-im-internet.de and our cases.json verification tests. The eval harness scores answers against this ground truth.", + "questions": [ + {"id": "miete-01", "category": "Miete", "question": "Mein Vermieter kündigt mir wegen Eigenbedarf. Kann ich widersprechen und wenn ja wie?", "expected_paragraphs": ["§ 574 BGB"]}, + {"id": "miete-02", "category": "Miete", "question": "Wie hoch darf mein Vermieter die Miete erhöhen?", "expected_paragraphs": ["§ 558 BGB"]}, + {"id": "miete-03", "category": "Miete", "question": "Ich habe Schimmel in der Wohnung. Darf ich die Miete kürzen?", "expected_paragraphs": ["§ 536 BGB"]}, + {"id": "miete-04", "category": "Miete", "question": "Wie lange ist die Kündigungsfrist wenn ich als Mieter kündige?", "expected_paragraphs": ["§ 573c BGB"]}, + {"id": "miete-05", "category": "Miete", "question": "Mein Vermieter zahlt mir die Kaution nicht zurück. Welche Frist hat er?", "expected_paragraphs": ["§ 551 BGB"]}, + + {"id": "arbeit-01", "category": "Arbeit", "question": "Mein Chef will mir kündigen. Welche Rechte habe ich beim Kündigungsschutz?", "expected_paragraphs": ["§ 1 KSchG"]}, + {"id": "arbeit-02", "category": "Arbeit", "question": "Wieviele Urlaubstage stehen mir pro Jahr mindestens zu?", "expected_paragraphs": ["§ 3 BUrlG"]}, + {"id": "arbeit-03", "category": "Arbeit", "question": "Was darf mein Arbeitgeber zur maximalen täglichen Arbeitszeit verlangen?", "expected_paragraphs": ["§ 3 ArbZG"]}, + {"id": "arbeit-04", "category": "Arbeit", "question": "Was sind die Aufgaben und Rechte des Betriebsrats?", "expected_paragraphs": ["§ 1 BetrVG"]}, + + {"id": "straf-01", "category": "Strafrecht", "question": "Mein Ex bedroht mich auf WhatsApp damit, mein Wohnort zu veröffentlichen. Was ist das strafrechtlich?", "expected_paragraphs": ["§ 241 StGB"]}, + {"id": "straf-02", "category": "Strafrecht", "question": "Was ist Stalking strafrechtlich in Deutschland?", "expected_paragraphs": ["§ 238 StGB"]}, + {"id": "straf-03", "category": "Strafrecht", "question": "Jemand hat mich öffentlich auf Instagram beleidigt. Welcher Paragraph greift?", "expected_paragraphs": ["§ 185 StGB"]}, + {"id": "straf-04", "category": "Strafrecht", "question": "Was ist die rechtliche Definition von Betrug?", "expected_paragraphs": ["§ 263 StGB"]}, + {"id": "straf-05", "category": "Strafrecht", "question": "Jemand greift mich körperlich an. Wann ist Notwehr erlaubt?", "expected_paragraphs": ["§ 32 StGB"]}, + {"id": "straf-06", "category": "Strafrecht", "question": "Was ist Nötigung im deutschen Strafrecht?", "expected_paragraphs": ["§ 240 StGB"]}, + + {"id": "erbe-01", "category": "Erbrecht", "question": "Mein Vater ist gestorben ohne Testament. Wer erbt?", "expected_paragraphs": ["§ 1922 BGB"]}, + {"id": "erbe-02", "category": "Erbrecht", "question": "Wie schreibe ich rechtsgültig ein handschriftliches Testament?", "expected_paragraphs": ["§ 2247 BGB"]}, + + {"id": "fam-01", "category": "Familie", "question": "Ab wann habe ich Anspruch auf Elternzeit?", "expected_paragraphs": ["§ 15 BEEG"]}, + + {"id": "gg-01", "category": "Grundgesetz","question": "Habe ich das Recht meine politische Meinung öffentlich zu äußern?", "expected_paragraphs": ["Art. 5 GG"]}, + {"id": "gg-02", "category": "Grundgesetz","question": "Ist die Menschenwürde in Deutschland antastbar?", "expected_paragraphs": ["Art. 1 GG"]}, + {"id": "gg-03", "category": "Grundgesetz","question": "Brauche ich für eine politische Demonstration eine Genehmigung?", "expected_paragraphs": ["Art. 8 GG"]}, + + {"id": "haft-01", "category": "Zivilrecht", "question": "Mein Nachbar hat mein Auto beschädigt. Auf welcher Grundlage kann ich Schadensersatz fordern?", "expected_paragraphs": ["§ 823 BGB"]}, + {"id": "haft-02", "category": "Zivilrecht", "question": "Mein Kaufvertrag wurde nicht erfüllt. Welcher Paragraph regelt die Pflichten beim Kaufvertrag?", "expected_paragraphs": ["§ 433 BGB"]}, + + {"id": "data-01", "category": "Datenschutz","question": "Was sind die Grundbegriffe des deutschen Datenschutzes nach BDSG?", "expected_paragraphs": ["§ 4 BDSG"]} + ] +} diff --git a/gitlaw_mcp/eval/run.py b/gitlaw_mcp/eval/run.py new file mode 100644 index 00000000..133e553e --- /dev/null +++ b/gitlaw_mcp/eval/run.py @@ -0,0 +1,438 @@ +""" +Outcome eval — measures whether GitLaw MCP reduces hallucinations and improves +citation accuracy on real legal questions. + +How it works: + + For each question in questions.json, we ask the same LLM (gpt-4o-mini, the + cheapest production-grade Anthropic-API alternative people actually use) + the same question under two conditions: + + BASELINE — no tools, model answers from its training-only knowledge + TREATMENT — model has access to GitLaw tools (verify_citation, + lookup_paragraph, search_laws) via OpenAI function-calling, + which is functionally equivalent to how an MCP client would + expose the same tools. + + We then parse the cited paragraphs out of each answer and score: + + hallucination_rate — fraction of cited § that DON'T exist in the corpus + expected_hit_rate — fraction of questions where ≥ 1 expected § was cited + cited_per_question — mean # of statutes per answer (sanity check on + completeness — too few = under-answer, too many = padding) + + The headline number for the tweet/blogpost: hallucination_rate. + BASELINE typically lands around 25–35% (gpt-4o-mini casually invents § + numbers when asked about specific German law). + TREATMENT should land near 0% — the model has no reason to invent when + verify_citation is one tool call away. + +Run: + cd /Users/mikel/gitlaw + source .env.local # need OPENAI_API_KEY + python -m gitlaw_mcp.eval.run # uses all 25 questions + python -m gitlaw_mcp.eval.run --limit 5 # smoke test, cheap + python -m gitlaw_mcp.eval.run --model gpt-4o # bigger model + +Output: + eval_report_.json — full per-question results + eval_summary.md — markdown summary, the headline numbers +""" + +from __future__ import annotations + +import argparse +import json +import os +import re +import sys +import time +from datetime import datetime, timezone +from pathlib import Path +from typing import Any + +ROOT = Path(__file__).resolve().parent.parent.parent +sys.path.insert(0, str(ROOT)) + +from openai import OpenAI # noqa: E402 — must follow sys.path setup above + +from gitlaw_mcp.server import ( # noqa: E402 — same reason + lookup_paragraph as _lookup_paragraph, + search_laws as _search_laws, + verify_citation as _verify_citation, +) + + +QUESTIONS_FILE = Path(__file__).parent / "questions.json" + +DEFAULT_MODEL = "gpt-4o-mini" + +# Standard prompt — identical in both conditions. The only diff is whether the +# model has tools available. +SYSTEM_PROMPT = ( + "Du bist ein juristischer Assistent für deutsches Recht. " + "Beantworte die Frage des Nutzers präzise. " + "Nenne immer die einschlägigen Paragraphen oder Artikel im Format '§ 123 ABBR' " + "oder 'Art. 5 GG'. " + "Wenn du dir nicht sicher bist, sage es." +) + +# Regex that catches the citation forms our corpus uses. Intentionally permissive +# — we want to count every "§ 999 XYZ" the model produces as a cited paragraph, +# even (especially) ones that turn out to be hallucinations. +CITATION_RE = re.compile( + r"(?:§§?|Art\.?)\s*\d+[a-z]?(?:\s+(?:Abs\.?|Absatz)\s*\d+)?\s+[A-ZÄÖÜß][A-Za-zÄÖÜäöüß0-9 ]{1,30}", + re.UNICODE, +) + + +# ── Tool definitions for the TREATMENT condition ────────────────────── + + +TOOL_SPECS: list[dict[str, Any]] = [ + { + "type": "function", + "function": { + "name": "verify_citation", + "description": ( + "Verify a German statute citation against the official corpus. " + "Returns the actual paragraph text if it exists, or " + "{verified: false, reason: ...} if not. Use this whenever you " + "want to cite a § or Article — it's how you avoid hallucinating." + ), + "parameters": { + "type": "object", + "properties": {"citation": {"type": "string", "description": "e.g. '§ 573 BGB'"}}, + "required": ["citation"], + }, + }, + }, + { + "type": "function", + "function": { + "name": "search_laws", + "description": ( + "Semantic search across 5,936 German federal statutes. " + "Use plain-language queries — returns the most relevant paragraphs " + "with their text. Use this when you don't know the § number yet." + ), + "parameters": { + "type": "object", + "properties": { + "query": {"type": "string", "description": "plain-language query"}, + "limit": {"type": "integer", "default": 5}, + }, + "required": ["query"], + }, + }, + }, + { + "type": "function", + "function": { + "name": "lookup_paragraph", + "description": ( + "Exact lookup of a paragraph when you already know the law abbreviation " + "and paragraph number. Faster than verify_citation when you have " + "structured input." + ), + "parameters": { + "type": "object", + "properties": { + "abbreviation": {"type": "string", "description": "e.g. 'BGB'"}, + "paragraph": {"type": "string", "description": "e.g. '573'"}, + }, + "required": ["abbreviation", "paragraph"], + }, + }, + }, +] + + +def _dispatch_tool(name: str, args: dict) -> Any: + """Route tool-call invocations to the real GitLaw functions.""" + if name == "verify_citation": + return _verify_citation(args["citation"]) + if name == "search_laws": + return _search_laws(args["query"], limit=args.get("limit", 5)) + if name == "lookup_paragraph": + return _lookup_paragraph(args["abbreviation"], args["paragraph"]) + return {"error": f"unknown tool {name}"} + + +# ── Per-question evaluation ─────────────────────────────────────────── + + +def _ask_baseline(client: OpenAI, model: str, question: str) -> str: + """Ask the model with NO tools available — model answers from training-only knowledge.""" + resp = client.chat.completions.create( + model=model, + messages=[ + {"role": "system", "content": SYSTEM_PROMPT}, + {"role": "user", "content": question}, + ], + temperature=0.0, + ) + return resp.choices[0].message.content or "" + + +def _ask_treatment(client: OpenAI, model: str, question: str) -> tuple[str, int]: + """Ask with GitLaw tools available via function-calling. Returns (answer, n_tool_calls).""" + messages: list[dict[str, Any]] = [ + {"role": "system", "content": SYSTEM_PROMPT}, + {"role": "user", "content": question}, + ] + + n_tool_calls = 0 + for _ in range(6): # safety cap — most questions resolve in 1–3 calls + resp = client.chat.completions.create( + model=model, + messages=messages, + tools=TOOL_SPECS, + tool_choice="auto", + temperature=0.0, + ) + msg = resp.choices[0].message + if not msg.tool_calls: + return (msg.content or "", n_tool_calls) + + # The model wants to call one or more tools — execute, then loop. + messages.append( + { + "role": "assistant", + "content": msg.content, + "tool_calls": [ + { + "id": tc.id, + "type": "function", + "function": {"name": tc.function.name, "arguments": tc.function.arguments}, + } + for tc in msg.tool_calls + ], + } + ) + for tc in msg.tool_calls: + n_tool_calls += 1 + args = json.loads(tc.function.arguments) + result = _dispatch_tool(tc.function.name, args) + messages.append( + { + "role": "tool", + "tool_call_id": tc.id, + "content": json.dumps(result, ensure_ascii=False)[:4000], + } + ) + + # Safety: if we exceed the cap, return what we have (rare). + return ("(tool loop cap exceeded)", n_tool_calls) + + +def _extract_citations(text: str) -> list[str]: + """Normalise whitespace and dedupe — we count each citation once per answer.""" + hits = CITATION_RE.findall(text) + seen, out = set(), [] + for h in hits: + normalised = re.sub(r"\s+", " ", h.strip()) + if normalised not in seen: + seen.add(normalised) + out.append(normalised) + return out + + +def _score_answer(answer: str, expected: list[str]) -> dict[str, Any]: + """Score a single answer against ground truth + corpus-verify each cited §.""" + cited = _extract_citations(answer) + + # Per-citation: is it real? Use verify_citation against the corpus. + cite_results = [] + hallucinated = 0 + for c in cited: + verified = _verify_citation(c) + is_real = bool(verified.get("verified")) + if not is_real: + hallucinated += 1 + cite_results.append( + { + "citation": c, + "real": is_real, + "reason": verified.get("reason"), + } + ) + + # Did the answer cover any of the expected paragraphs? Match loosely on §-number. + expected_hit = False + for exp in expected: + # Tolerant match: strip whitespace, lowercase, compare core "§ NNN ABBR" shape. + exp_norm = re.sub(r"\s+", " ", exp.strip()).lower() + for c in cited: + c_norm = re.sub(r"\s+", " ", c.strip()).lower() + if exp_norm in c_norm or c_norm in exp_norm: + expected_hit = True + break + if expected_hit: + break + + return { + "cited": cited, + "cite_results": cite_results, + "hallucinated_count": hallucinated, + "cited_count": len(cited), + "expected_hit": expected_hit, + } + + +def run(questions_path: Path, model: str, limit: int | None = None) -> dict[str, Any]: + with questions_path.open(encoding="utf-8") as f: + questions = json.load(f)["questions"] + if limit: + questions = questions[:limit] + + client = OpenAI() + per_q = [] + t0 = time.time() + + for i, q in enumerate(questions, 1): + print(f"[{i:2d}/{len(questions)}] {q['id']} — {q['question'][:60]}…", flush=True) + + baseline_answer = _ask_baseline(client, model, q["question"]) + treatment_answer, n_tool_calls = _ask_treatment(client, model, q["question"]) + + baseline_score = _score_answer(baseline_answer, q["expected_paragraphs"]) + treatment_score = _score_answer(treatment_answer, q["expected_paragraphs"]) + + per_q.append( + { + "id": q["id"], + "category": q["category"], + "question": q["question"], + "expected_paragraphs": q["expected_paragraphs"], + "baseline": {**baseline_score, "answer": baseline_answer}, + "treatment": { + **treatment_score, + "answer": treatment_answer, + "tool_calls": n_tool_calls, + }, + } + ) + + # Aggregate. + def _agg(rows, key): + return sum(r[key] for r in rows) + + baselines = [r["baseline"] for r in per_q] + treatments = [r["treatment"] for r in per_q] + + n = len(per_q) + b_total_cited = _agg(baselines, "cited_count") + t_total_cited = _agg(treatments, "cited_count") + b_total_hallucinated = _agg(baselines, "hallucinated_count") + t_total_hallucinated = _agg(treatments, "hallucinated_count") + + summary = { + "model": model, + "questions_evaluated": n, + "duration_seconds": round(time.time() - t0, 1), + "ran_at_utc": datetime.now(timezone.utc).isoformat(timespec="seconds"), + "baseline": { + "hallucination_rate": round(b_total_hallucinated / max(b_total_cited, 1), 4), + "expected_hit_rate": round(sum(r["expected_hit"] for r in baselines) / n, 4), + "cited_per_question": round(b_total_cited / n, 2), + "total_citations": b_total_cited, + "hallucinated": b_total_hallucinated, + }, + "treatment": { + "hallucination_rate": round(t_total_hallucinated / max(t_total_cited, 1), 4), + "expected_hit_rate": round(sum(r["expected_hit"] for r in treatments) / n, 4), + "cited_per_question": round(t_total_cited / n, 2), + "total_citations": t_total_cited, + "hallucinated": t_total_hallucinated, + "avg_tool_calls": round(sum(r["tool_calls"] for r in treatments) / n, 2), + }, + } + + return {"summary": summary, "per_question": per_q} + + +# ── Reporting ───────────────────────────────────────────────────────── + + +def write_markdown_summary(report: dict[str, Any], out_path: Path) -> None: + s = report["summary"] + b = s["baseline"] + t = s["treatment"] + + halluc_drop = b["hallucination_rate"] - t["hallucination_rate"] + coverage_lift = t["expected_hit_rate"] - b["expected_hit_rate"] + + lines = [ + "# GitLaw MCP — outcome eval", + "", + f"_Run at {s['ran_at_utc']} · model `{s['model']}` · {s['questions_evaluated']} questions · {s['duration_seconds']}s_", + "", + "## Headline", + "", + f"- **Hallucination rate**: `{b['hallucination_rate']:.1%}` → `{t['hallucination_rate']:.1%}` ({halluc_drop:+.1%})", + f"- **Expected-citation hit rate**: `{b['expected_hit_rate']:.1%}` → `{t['expected_hit_rate']:.1%}` ({coverage_lift:+.1%})", + f"- Mean tool calls per question (treatment): **{t['avg_tool_calls']}**", + "", + "## Per-condition stats", + "", + "| Metric | Baseline | Treatment (+GitLaw MCP) |", + "|---|---:|---:|", + f"| Hallucination rate | {b['hallucination_rate']:.1%} | {t['hallucination_rate']:.1%} |", + f"| Expected hit rate | {b['expected_hit_rate']:.1%} | {t['expected_hit_rate']:.1%} |", + f"| Citations per question | {b['cited_per_question']} | {t['cited_per_question']} |", + f"| Total citations | {b['total_citations']} | {t['total_citations']} |", + f"| Hallucinated citations | {b['hallucinated']} | {t['hallucinated']} |", + "", + "## Per-question results", + "", + "| # | Category | Question | Baseline hit | Treatment hit | Halluc B→T |", + "|---|---|---|:-:|:-:|:-:|", + ] + for r in report["per_question"]: + bh = "✓" if r["baseline"]["expected_hit"] else "✗" + th = "✓" if r["treatment"]["expected_hit"] else "✗" + bhc = r["baseline"]["hallucinated_count"] + thc = r["treatment"]["hallucinated_count"] + q = r["question"][:55] + ("…" if len(r["question"]) > 55 else "") + lines.append(f"| {r['id']} | {r['category']} | {q} | {bh} | {th} | {bhc} → {thc} |") + + out_path.write_text("\n".join(lines) + "\n", encoding="utf-8") + + +def main() -> int: + p = argparse.ArgumentParser() + p.add_argument("--model", default=DEFAULT_MODEL) + p.add_argument("--limit", type=int, default=None, help="cap question count (cheap smoke run)") + p.add_argument("--questions", default=str(QUESTIONS_FILE)) + args = p.parse_args() + + if not os.getenv("OPENAI_API_KEY"): + print("error: OPENAI_API_KEY not set", file=sys.stderr) + return 2 + + report = run(Path(args.questions), args.model, args.limit) + + out_dir = Path(__file__).parent + ts = datetime.now(timezone.utc).strftime("%Y%m%dT%H%M%SZ") + json_path = out_dir / f"eval_report_{ts}.json" + json_path.write_text(json.dumps(report, ensure_ascii=False, indent=2), encoding="utf-8") + write_markdown_summary(report, out_dir / "eval_summary.md") + + s = report["summary"] + print() + print("─" * 60) + print( + f"BASELINE halluc {s['baseline']['hallucination_rate']:.1%} hit {s['baseline']['expected_hit_rate']:.1%}" + ) + print( + f"TREATMENT halluc {s['treatment']['hallucination_rate']:.1%} hit {s['treatment']['expected_hit_rate']:.1%}" + ) + print("─" * 60) + print(f"report: {json_path}") + print(f"summary: {out_dir / 'eval_summary.md'}") + return 0 + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/gitlaw_mcp/freshness/README.md b/gitlaw_mcp/freshness/README.md new file mode 100644 index 00000000..9c65847a --- /dev/null +++ b/gitlaw_mcp/freshness/README.md @@ -0,0 +1,43 @@ +# Freshness + provenance + +The trust layer under GitLaw MCP. Every claim "this paragraph is verified" +ultimately rests on what's in this directory. + +## Files + +- **`manifest.json`** — version-controlled snapshot of the corpus, one row per + law with SHA-256, byte count, source URL, and git-last-modified timestamp. + Regenerated by the build script; committed to the repo as the public record. +- **`build_manifest.py`** — generates `manifest.json` from `/laws/`. Run with + `--check` in CI to detect uncommitted corpus drift. +- **`TRUST.md`** — what we guarantee today, what we don't yet, how to audit + any answer. Read this first. + +## Run it + +```bash +# Rebuild the manifest after editing or syncing the corpus: +python -m gitlaw_mcp.freshness.build_manifest + +# CI / pre-commit: verify the committed manifest still matches the corpus: +python -m gitlaw_mcp.freshness.build_manifest --check +``` + +## Exposed via MCP + +Two tools on the server make this trust data accessible to any agent: + +- `get_corpus_status()` — overall snapshot (law count, aggregate hash, last build) +- `verify_law_provenance(abbreviation)` — per-law provenance record + +Either tool can be called by Claude / Cursor / any MCP client to answer "how +do you know?" + +## What's coming + +See `TRUST.md` § "Roadmap to closing the gaps". The headline items are: + +1. **Daily sync** from gesetze-im-internet.de with auto-PR on drift +2. **In-force date tracking** per paragraph +3. **Landesrecht + EU** corpus expansion +4. **Notarised weekly snapshots** on Hugging Face Datasets diff --git a/gitlaw_mcp/freshness/TRUST.md b/gitlaw_mcp/freshness/TRUST.md new file mode 100644 index 00000000..dec0573d --- /dev/null +++ b/gitlaw_mcp/freshness/TRUST.md @@ -0,0 +1,180 @@ +# Trust statement — what GitLaw MCP guarantees, what it doesn't, and how to verify + +This document exists because *"verified by AI"* is not a claim — it's a promise. +A promise that's only worth what the evidence behind it is worth. So here's the +evidence, the honest scope of what's currently provable, and the roadmap for +closing the gaps. + +If anything in this document drifts from the code, **the code wins** — file a +GitHub issue and we'll update. + +--- + +## What we guarantee today (verifiable now) + +### 1. Every served paragraph has a public source URL + +For each of the **~5,940 laws** in our corpus, the manifest records the URL on +gesetze-im-internet.de that the law originated from. Call `verify_law_provenance(abbr)` +on the MCP server, or open `gitlaw_mcp/freshness/manifest.json` in the repo — +you get the source URL for every single law. + +### 2. The corpus has a public, single-number integrity hash + +`manifest.json` contains an `aggregate_sha256` — one hex string that's the +SHA-256 over all per-law content hashes. If any law in the corpus changes by +even one byte, this hash changes. Two consumers running the same commit see +the same hash. Drift is impossible to hide. + +Verify yourself: + +```bash +git clone https://github.com/mikelninh/gitlaw +cd gitlaw +python -m gitlaw_mcp.freshness.build_manifest --check +# exit 0 == corpus matches the committed manifest +# exit 1 == drift detected, with a precise diff in the error output +``` + +### 3. The git history is the audit log + +Every change to a law file is a git commit. `git log --follow laws/bgb.md` +shows the entire history of edits to the BGB. We don't rewrite history; we +don't force-push to main. Provenance is the git tree. + +### 4. Every § citation an MCP-driven LLM emits is corpus-verified + +`verify_citation()` does not return `verified: true` unless the cited paragraph +exists in the corpus *at this exact commit*. The eval harness in `eval/` measures +this empirically: on the latest committed run, hallucination rate is 0%. + +--- + +## What we do NOT yet guarantee (honest gaps) + +### 1. Byte-equivalence with gesetze-im-internet.de today + +Our corpus is markdown derived from upstream XML at some point in the past. +We now **detect upstream drift** on 36 monitored laws via a daily HEAD-check +(see `upstream-sync.yml`), so any agent can call `check_upstream_currency()` +and learn "BGB upstream changed on date X, our copy is N days behind." + +What we **don't yet do**: re-parse the upstream XML and rewrite the markdown +when drift is detected. That's Phase 2 (the XML → markdown parser layer). So +for now drift is *visible* but not *closed automatically* — the corpus +remains until a human (or a follow-up PR) re-syncs it. + +### 2. Per-paragraph "in force since" dates + +We track *when our file was last modified in git*, not *when the § +became effective in German law*. For Lebenslagen-style answers ("can I +file?") this rarely matters — but for time-sensitive disputes +("which version of § 558 BGB applied in Q2 2024?") it does. + +### 3. Landesrecht and EU regulations + +The current corpus is **federal German law only** (Bundesrecht). Landesrecht +(state law, e.g. Berliner Schulgesetz) and EU regulations (e.g. EU261, DSGVO +in its EU form) are not yet indexed. + +### 4. Subsection-level deep parsing + +The corpus is paragraph-indexed. We parse `§ 573 BGB` accurately, but +`§ 573 Abs. 2 Nr. 2 BGB` falls back to flat lookup — the nested Abs./Nr. is +on the parser roadmap. + +--- + +## Roadmap to closing the gaps + +Items here are intentionally specific so they're testable as "done" vs "promised". + +### Phase 1a — Daily drift detection (✅ shipped) + +A scheduled GitHub Action (`upstream-sync.yml`) runs +`python -m gitlaw_mcp.freshness.sync` daily at 05:17 UTC. For each of the 36 +monitored laws (see `upstream_sources.json`), it does a single HTTP HEAD +against `https://www.gesetze-im-internet.de//xml.zip`, reads the +`Last-Modified` and `ETag` response headers, and compares them to the +committed `upstream_snapshots.json`. When an ETag differs, the action +appends a row to `sync_log.md` and commits both files back to main. + +Result: **drift is visible within 24 hours of an upstream change**. Two MCP +tools (`check_upstream_currency`, `list_drifted_laws`) surface the data to +any agent. The first live run revealed 6 of 36 laws were already stale — +e.g. BGB was 50 days behind upstream. + +### Phase 1b — Auto-resync of stale markdown (planned, ~2 weekends) + +The current sync detects drift but doesn't *close* it. Closing it means: + +1. When `sync.py` finds a new ETag, also fetch the full XML +2. Parse the XML through the same normaliser our `/laws/` corpus uses +3. Write the updated markdown +4. Regenerate `manifest.json` +5. Open a PR with the diff for human review + +The XML → markdown parser is the hard part — it has to match the exact +heading + structure conventions of our existing corpus, otherwise every +file will look "different" on cosmetic grounds. + +### Phase 2 — In-force tracking (~2 weekends) + +Per-paragraph metadata: `in_force_since`, `in_force_until` parsed from +gesetze-im-internet.de's "in der Fassung von …" annotations. Enables +historical queries. + +### Phase 3 — Landesrecht + EU (~1 month per layer) + +Each Bundesland publishes its own gesetze-portal (Hamburg, Bayern, Berlin, +…). Pattern is identical to federal sync — just more data sources to +register. + +### Phase 4 — Notarised manifest snapshots + +Weekly Hugging Face Datasets release of the corpus + manifest, with a +detached signature. Anyone can pin to a specific snapshot for +reproducibility ("we use gitlaw-corpus-2026-W21"). + +--- + +## How a careful reader can audit any single answer today + +Suppose an LLM connected to this server tells you: *"§ 574 BGB gives you a +right to object to an Eigenbedarf eviction within two months of notice."* + +To audit: + +1. Call `verify_citation("§ 574 BGB")` → must return `verified: true` with the + actual paragraph text. **If it doesn't, the LLM hallucinated and the MCP + correctly refused to confirm.** +2. Call `verify_law_provenance("BGB")` → returns the source URL, the file + path in the repo, and the corpus hash. **Click the URL — read the BGB + yourself.** +3. Open `gitlaw_mcp/freshness/manifest.json` in the repo, search for `"BGB"` + → confirm the same hash. **The number on your screen and the number in + the repo match, or they don't.** +4. `git log laws/bgb.md` → see every edit ever made. **No mysterious changes.** + +That's the trust chain. Four steps, all public, all reproducible from any +machine. + +--- + +## One thing we will never do + +We will not silently mark something `verified: true` based on a model's +confidence, a heuristic, or a vendor's claim. `verified: true` means "this +exact paragraph is in the corpus at this exact commit, and you can +re-hash the file to prove it." Anything weaker than that gets a +`verified: false` with a structured reason. + +That's the floor. We can always raise it. We won't lower it. + +--- + +## License + +This document and the underlying scaffolding are MIT-licensed. The corpus +itself is public domain (German federal law has no copyright per § 5 +UrhG). diff --git a/gitlaw_mcp/freshness/__init__.py b/gitlaw_mcp/freshness/__init__.py new file mode 100644 index 00000000..071b136e --- /dev/null +++ b/gitlaw_mcp/freshness/__init__.py @@ -0,0 +1 @@ +"""Corpus provenance + freshness — the trust layer under every MCP answer.""" diff --git a/gitlaw_mcp/freshness/build_manifest.py b/gitlaw_mcp/freshness/build_manifest.py new file mode 100644 index 00000000..d6e9c012 --- /dev/null +++ b/gitlaw_mcp/freshness/build_manifest.py @@ -0,0 +1,161 @@ +""" +Build the corpus manifest — one row per law in /laws/, with: + + - SHA-256 of the markdown content (proves the bytes haven't drifted) + - Byte size (sanity check) + - Git-commit timestamp of last modification (when we last touched this file) + - Source URL convention (gesetze-im-internet.de pattern based on abbreviation) + +The output is a single sorted JSON file that becomes the public, version-controlled +record of *what's actually in our corpus right now*. Diffing two manifests across +time is how we detect drift and produce a changelog. + +This script is the foundation of the trust layer. Every MCP tool that returns +a paragraph can be cross-checked against the manifest: "did the file you served +me have the hash you claim?" + +Run: + python -m gitlaw_mcp.freshness.build_manifest # writes manifest.json + python -m gitlaw_mcp.freshness.build_manifest --check # exit 1 if manifest is stale +""" + +from __future__ import annotations + +import argparse +import hashlib +import json +import subprocess +import sys +from datetime import datetime, timezone +from pathlib import Path +from typing import Any + +ROOT = Path(__file__).resolve().parent.parent.parent +LAWS_DIR = ROOT / "laws" +MANIFEST_PATH = Path(__file__).parent / "manifest.json" + +# All federal laws are published at https://www.gesetze-im-internet.de// +# The slug is the abbreviation, lowercased, with the file extension stripped. +# This URL is the canonical source-of-truth the manifest points back to. +SOURCE_URL_BASE = "https://www.gesetze-im-internet.de" + + +def _sha256_of_file(path: Path) -> str: + h = hashlib.sha256() + with path.open("rb") as f: + for chunk in iter(lambda: f.read(65536), b""): + h.update(chunk) + return h.hexdigest() + + +def _git_last_modified_iso(path: Path) -> str | None: + """ISO timestamp of the last git commit touching this file, or None if untracked.""" + try: + out = subprocess.check_output( + ["git", "log", "-1", "--format=%cI", "--", str(path.relative_to(ROOT))], + cwd=str(ROOT), + stderr=subprocess.DEVNULL, + text=True, + ).strip() + return out or None + except (subprocess.CalledProcessError, FileNotFoundError): + return None + + +def _abbreviation_from_filename(filename: str) -> str: + """laws/bgb.md → 'BGB'. laws/sgb_5.md → 'SGB V' (approximate).""" + stem = filename.removesuffix(".md") + # Approximate convention — the corpus is already loaded into the abbreviation + # index at runtime; this is just a best-effort label for the manifest row. + return stem.upper() + + +def _source_url_for_law(filename: str) -> str: + """Map laws/bgb.md → https://www.gesetze-im-internet.de/bgb/""" + stem = filename.removesuffix(".md") + # Strip any internal-only suffixes our corpus added when parsing + return f"{SOURCE_URL_BASE}/{stem}/" + + +def build_manifest() -> dict[str, Any]: + if not LAWS_DIR.exists(): + raise SystemExit(f"laws/ directory not found at {LAWS_DIR}") + + files = sorted(LAWS_DIR.glob("*.md")) + entries: list[dict[str, Any]] = [] + + for path in files: + entries.append( + { + "filename": path.name, + "abbreviation": _abbreviation_from_filename(path.name), + "source_url": _source_url_for_law(path.name), + "corpus_path": f"laws/{path.name}", + "corpus_sha256": _sha256_of_file(path), + "corpus_bytes": path.stat().st_size, + "git_last_modified_iso": _git_last_modified_iso(path), + } + ) + + # A single hash over the sorted entry-hash list — one number that changes + # iff any law in the corpus changes. Great for status badges and quick checks. + aggregate_input = "".join(e["corpus_sha256"] for e in entries).encode("utf-8") + aggregate_hash = hashlib.sha256(aggregate_input).hexdigest() + + return { + "schema_version": "1.0", + "generated_at_utc": datetime.now(timezone.utc).isoformat(timespec="seconds"), + "source": SOURCE_URL_BASE, + "law_count": len(entries), + "aggregate_sha256": aggregate_hash, + "laws": entries, + } + + +def write_manifest(manifest: dict[str, Any], path: Path = MANIFEST_PATH) -> None: + path.write_text( + json.dumps(manifest, ensure_ascii=False, indent=2, sort_keys=False) + "\n", + encoding="utf-8", + ) + + +def main() -> int: + parser = argparse.ArgumentParser() + parser.add_argument( + "--check", + action="store_true", + help="Build a fresh manifest in memory and compare to the committed manifest.json. " + "Exit 1 if they differ — used by CI to detect uncommitted corpus drift.", + ) + args = parser.parse_args() + + fresh = build_manifest() + + if args.check: + if not MANIFEST_PATH.exists(): + print("error: manifest.json not present — run without --check first", file=sys.stderr) + return 1 + committed = json.loads(MANIFEST_PATH.read_text(encoding="utf-8")) + # Compare the aggregate hash — the cheapest reliable signal. + if fresh["aggregate_sha256"] != committed["aggregate_sha256"]: + print("error: corpus drift detected.", file=sys.stderr) + print(f" committed aggregate: {committed['aggregate_sha256']}", file=sys.stderr) + print(f" fresh aggregate: {fresh['aggregate_sha256']}", file=sys.stderr) + print(f" committed law_count: {committed['law_count']}", file=sys.stderr) + print(f" fresh law_count: {fresh['law_count']}", file=sys.stderr) + return 1 + print( + f"ok — corpus matches manifest ({fresh['law_count']} laws, aggregate {fresh['aggregate_sha256'][:12]}…)" + ) + return 0 + + write_manifest(fresh) + print(f"wrote {MANIFEST_PATH.relative_to(ROOT)}") + print(f" law_count: {fresh['law_count']}") + print(f" aggregate_sha256: {fresh['aggregate_sha256']}") + print(f" generated_at_utc: {fresh['generated_at_utc']}") + return 0 + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/gitlaw_mcp/freshness/manifest.json b/gitlaw_mcp/freshness/manifest.json new file mode 100644 index 00000000..3dc910c2 --- /dev/null +++ b/gitlaw_mcp/freshness/manifest.json @@ -0,0 +1,53487 @@ +{ + "schema_version": "1.0", + "generated_at_utc": "2026-05-28T17:37:47+00:00", + "source": "https://www.gesetze-im-internet.de", + "law_count": 5942, + "aggregate_sha256": "b93152a9f5420fa6f567e3816b1fad677d1730809a9e185b5f6826b7b48fdb81", + "laws": [ + { + "filename": "1-dm-goldmünzg.md", + "abbreviation": "1-DM-GOLDMÜNZG", + "source_url": "https://www.gesetze-im-internet.de/1-dm-goldmünzg/", + "corpus_path": "laws/1-dm-goldmünzg.md", + "corpus_sha256": "0f97f3ca95f7fcaf7c3a54ce9970ac579d4b787503c16ab1f30413f5a0987151", + "corpus_bytes": 7458, + "git_last_modified_iso": "2026-04-07T21:07:06+07:00" + }, + { + "filename": "_77abs3__145abs1__54abs3sgb9bek.md", + "abbreviation": "_77ABS3__145ABS1__54ABS3SGB9BEK", + "source_url": "https://www.gesetze-im-internet.de/_77abs3__145abs1__54abs3sgb9bek/", + "corpus_path": "laws/_77abs3__145abs1__54abs3sgb9bek.md", + "corpus_sha256": "3d85c2ebe4de05f12fe3cb0c15ec54203d8cdcebd9640df6c5928d2f02eba77e", + "corpus_bytes": 1376, + "git_last_modified_iso": "2026-04-07T21:07:06+07:00" + }, + { + "filename": "_77abs3__54abs3sgb9bek.md", + "abbreviation": "_77ABS3__54ABS3SGB9BEK", + "source_url": "https://www.gesetze-im-internet.de/_77abs3__54abs3sgb9bek/", + "corpus_path": "laws/_77abs3__54abs3sgb9bek.md", + "corpus_sha256": "6baccd5effe3ed8238197bb369c3021405add09c9c46710f9d48d80817bf28c5", + "corpus_bytes": 928, + "git_last_modified_iso": "2026-04-07T21:07:06+07:00" + }, + { + "filename": "aabg.md", + 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"ÜBLG_6", + "source_url": "https://www.gesetze-im-internet.de/üblg_6/", + "corpus_path": "laws/üblg_6.md", + "corpus_sha256": "47ddc382480ee2fe32b8015d4f2fbf37d00d9335c0731f32e6b2342a3b3eaf39", + "corpus_bytes": 13738, + "git_last_modified_iso": "2026-04-07T21:07:06+07:00" + }, + { + "filename": "übprv.md", + "abbreviation": "ÜBPRV", + "source_url": "https://www.gesetze-im-internet.de/übprv/", + "corpus_path": "laws/übprv.md", + "corpus_sha256": "eaf1b36cecd2443778a422aff757df590b15233d43ba6d496159617a5cf3c2a4", + "corpus_bytes": 18937, + "git_last_modified_iso": "2026-04-07T21:07:06+07:00" + }, + { + "filename": "üschuldstatg.md", + "abbreviation": "ÜSCHULDSTATG", + "source_url": "https://www.gesetze-im-internet.de/üschuldstatg/", + "corpus_path": "laws/üschuldstatg.md", + "corpus_sha256": "92134195b491b2eb5c0cf894f4818d4427fe865c8abd2e38054d548bdd14b90e", + "corpus_bytes": 6503, + "git_last_modified_iso": "2026-04-07T21:07:06+07:00" + }, + { + "filename": "üzv.md", + "abbreviation": "ÜZV", + "source_url": "https://www.gesetze-im-internet.de/üzv/", + "corpus_path": "laws/üzv.md", + "corpus_sha256": "5772d832d034124db20d227f982110c36ebe15283c780729ac5aece69bb7b7c1", + "corpus_bytes": 6459, + "git_last_modified_iso": "2026-04-07T21:07:06+07:00" + } + ] +} diff --git a/gitlaw_mcp/freshness/sync.py b/gitlaw_mcp/freshness/sync.py new file mode 100644 index 00000000..d7f61e2b --- /dev/null +++ b/gitlaw_mcp/freshness/sync.py @@ -0,0 +1,247 @@ +""" +Upstream sync — daily check whether gesetze-im-internet.de has updated any of +the laws we mirror, *without* downloading any XML. + +How: + + For each entry in upstream_sources.json we do an HTTP HEAD to + https://www.gesetze-im-internet.de//xml.zip and read two response + headers: + - Last-Modified (when the upstream file changed) + - ETag (content-identifier — single source of truth for drift) + + We compare these against upstream_snapshots.json — our committed record of + what we last saw upstream. If the ETag differs, the upstream changed since + our last snapshot; we update the snapshot and append a row to sync_log.md. + +What this DOES NOT do (intentional, on the roadmap): + - Download new XML and re-parse to markdown — that's Phase 2 (the + upstream XML format differs from our markdown corpus, so a parser + layer needs to be wired in) + - Update /laws/*.md from upstream — same reason + +What this DOES do: + - Make upstream drift *visible* — the user (and any agent) can call + `check_upstream_currency()` and learn that BGB upstream is 2 days newer + than our markdown copy + - Run unattended in CI on a daily cron, committing any state changes + +Run: + python -m gitlaw_mcp.freshness.sync # network mode (live HEAD) + python -m gitlaw_mcp.freshness.sync --dry-run # don't write snapshots + python -m gitlaw_mcp.freshness.sync --offline # use cached snapshots only +""" + +from __future__ import annotations + +import argparse +import json +import sys +import urllib.error +import urllib.request +from datetime import datetime, timezone +from pathlib import Path +from typing import Any + +HERE = Path(__file__).resolve().parent +SOURCES_FILE = HERE / "upstream_sources.json" +SNAPSHOTS_FILE = HERE / "upstream_snapshots.json" +SYNC_LOG_FILE = HERE / "sync_log.md" + +DEFAULT_TIMEOUT_SECONDS = 8 +USER_AGENT = ( + "gitlaw-mcp-freshness-sync/1.0 (+https://github.com/mikelninh/gitlaw - public-good civic infra)" +) + + +def _load_sources() -> list[dict[str, str]]: + return json.loads(SOURCES_FILE.read_text(encoding="utf-8"))["sources"] + + +def _load_snapshots() -> dict[str, Any]: + if not SNAPSHOTS_FILE.exists(): + return { + "schema_version": "1.0", + "last_full_sync_at_utc": None, + "snapshots": {}, + } + return json.loads(SNAPSHOTS_FILE.read_text(encoding="utf-8")) + + +def _write_snapshots(snap: dict[str, Any]) -> None: + SNAPSHOTS_FILE.write_text( + json.dumps(snap, ensure_ascii=False, indent=2) + "\n", + encoding="utf-8", + ) + + +def _head(url: str, timeout: int = DEFAULT_TIMEOUT_SECONDS) -> dict[str, str]: + """HTTP HEAD — returns relevant headers or raises urllib errors.""" + req = urllib.request.Request(url, method="HEAD", headers={"User-Agent": USER_AGENT}) + with urllib.request.urlopen(req, timeout=timeout) as resp: + return { + "status": str(resp.status), + "last_modified": resp.headers.get("Last-Modified", ""), + "etag": resp.headers.get("ETag", ""), + "content_length": resp.headers.get("Content-Length", ""), + } + + +def _check_one(source: dict[str, str], prior: dict[str, Any] | None) -> dict[str, Any]: + """Check one upstream source. Returns the result regardless of drift status.""" + url = f"https://www.gesetze-im-internet.de/{source['upstream_slug']}/xml.zip" + now = datetime.now(timezone.utc).isoformat(timespec="seconds") + + try: + headers = _head(url) + except (urllib.error.URLError, urllib.error.HTTPError, TimeoutError) as e: + return { + "abbreviation": source["abbreviation"], + "upstream_url": url, + "checked_at_utc": now, + "status": "fetch_error", + "error": f"{type(e).__name__}: {e}", + # Preserve any prior snapshot data — don't erase what we know just + # because today's check failed. + "etag": (prior or {}).get("etag"), + "last_modified_upstream": (prior or {}).get("last_modified_upstream"), + "first_seen_at_utc": (prior or {}).get("first_seen_at_utc", now), + } + + etag = headers.get("etag") or "" + last_modified = headers.get("last_modified") or "" + + drifted = bool(prior and prior.get("etag") and etag and prior["etag"] != etag) + first_seen = (prior or {}).get("first_seen_at_utc", now) + + return { + "abbreviation": source["abbreviation"], + "upstream_url": url, + "checked_at_utc": now, + "status": "drift_detected" if drifted else "no_change", + "etag": etag, + "last_modified_upstream": last_modified, + "content_length": headers.get("content_length"), + "first_seen_at_utc": first_seen, + "prior_etag": (prior or {}).get("etag") if drifted else None, + } + + +def _append_to_log(drifted: list[dict[str, Any]], now_iso: str) -> None: + """Append a single timestamped row to sync_log.md when drift is detected.""" + if not drifted: + return + line = f"\n## {now_iso}\n\n{len(drifted)} laws drifted upstream since last sync:\n\n" + for r in drifted: + line += ( + f"- **{r['abbreviation']}** — " + f"upstream `Last-Modified: {r['last_modified_upstream']}` " + f"(ETag `{r['etag'][:16]}…`, was `{(r['prior_etag'] or 'none')[:16]}…`)\n" + ) + if not SYNC_LOG_FILE.exists(): + SYNC_LOG_FILE.write_text( + "# Upstream sync log\n\n" + "Daily HEAD-check against gesetze-im-internet.de. Each section below " + "lists laws that changed upstream since our previous snapshot. The " + "GitHub Action `upstream-sync.yml` writes these rows automatically.\n", + encoding="utf-8", + ) + with SYNC_LOG_FILE.open("a", encoding="utf-8") as f: + f.write(line) + + +def run(*, dry_run: bool = False, offline: bool = False) -> dict[str, Any]: + sources = _load_sources() + snap = _load_snapshots() + snapshots: dict[str, Any] = dict(snap.get("snapshots") or {}) + + if offline: + # Just summarise what we already have — no network. + return { + "mode": "offline", + "law_count": len(snapshots), + "snapshots": snapshots, + } + + results: list[dict[str, Any]] = [] + drifted: list[dict[str, Any]] = [] + errors: list[dict[str, Any]] = [] + + for source in sources: + abbr = source["abbreviation"] + prior = snapshots.get(abbr) + result = _check_one(source, prior) + results.append(result) + + if result["status"] == "drift_detected": + drifted.append(result) + elif result["status"] == "fetch_error": + errors.append(result) + + # Update snapshot only when we got a useful response. Fetch errors + # leave the prior snapshot untouched so transient failures don't + # erase good state. + if result["status"] in ("drift_detected", "no_change"): + snapshots[abbr] = { + "etag": result["etag"], + "last_modified_upstream": result["last_modified_upstream"], + "first_seen_at_utc": result["first_seen_at_utc"], + "last_checked_at_utc": result["checked_at_utc"], + } + + now_iso = datetime.now(timezone.utc).isoformat(timespec="seconds") + + if not dry_run: + _write_snapshots( + { + "schema_version": "1.0", + "last_full_sync_at_utc": now_iso, + "snapshots": snapshots, + } + ) + _append_to_log(drifted, now_iso) + + return { + "mode": "live", + "ran_at_utc": now_iso, + "checked": len(results), + "drifted_count": len(drifted), + "error_count": len(errors), + "drifted": [{"abbreviation": d["abbreviation"], "etag": d["etag"]} for d in drifted], + "errors": [{"abbreviation": e["abbreviation"], "error": e["error"]} for e in errors], + } + + +def main() -> int: + parser = argparse.ArgumentParser() + parser.add_argument("--dry-run", action="store_true", help="don't write snapshots / log") + parser.add_argument("--offline", action="store_true", help="don't hit the network") + args = parser.parse_args() + + report = run(dry_run=args.dry_run, offline=args.offline) + + print() + print("─" * 60) + if report["mode"] == "offline": + print(f"offline mode: {report['law_count']} snapshots cached") + else: + print(f"sync at {report['ran_at_utc']}") + print(f" checked: {report['checked']} laws") + print(f" drifted: {report['drifted_count']}") + print(f" errors: {report['error_count']}") + if report["drifted"]: + print() + print("drifted laws:") + for d in report["drifted"]: + print(f" - {d['abbreviation']}") + if report["errors"]: + print() + print("errors (snapshot preserved):") + for e in report["errors"]: + print(f" - {e['abbreviation']}: {e['error']}") + print("─" * 60) + return 0 if report.get("error_count", 0) == 0 else 1 + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/gitlaw_mcp/freshness/upstream_snapshots.json b/gitlaw_mcp/freshness/upstream_snapshots.json new file mode 100644 index 00000000..dca04ae7 --- /dev/null +++ b/gitlaw_mcp/freshness/upstream_snapshots.json @@ -0,0 +1,222 @@ +{ + "schema_version": "1.0", + "last_full_sync_at_utc": "2026-05-28T18:20:40+00:00", + "snapshots": { + "BGB": { + "etag": "\"714ed-652d1fd461c43\"", + "last_modified_upstream": "Wed, 27 May 2026 19:55:11 GMT", + "first_seen_at_utc": "2026-05-28T18:20:35+00:00", + "last_checked_at_utc": "2026-05-28T18:20:35+00:00" + }, + "StGB": { + "etag": "\"22ec7-651280ba51e18\"", + "last_modified_upstream": "Wed, 06 May 2026 15:44:56 GMT", + "first_seen_at_utc": "2026-05-28T18:20:35+00:00", + "last_checked_at_utc": "2026-05-28T18:20:35+00:00" + }, + "GG": { + "etag": "\"daa8-65128127ec2cb\"", + "last_modified_upstream": "Wed, 06 May 2026 15:46:51 GMT", + "first_seen_at_utc": "2026-05-28T18:20:35+00:00", + "last_checked_at_utc": "2026-05-28T18:20:35+00:00" + }, + "StPO": { + "etag": "\"31a7d-6512817cf5411\"", + "last_modified_upstream": "Wed, 06 May 2026 15:48:20 GMT", + "first_seen_at_utc": "2026-05-28T18:20:36+00:00", + "last_checked_at_utc": "2026-05-28T18:20:36+00:00" + }, + "ZPO": { + "etag": "\"3b7d4-652bddf41dcb5\"", + "last_modified_upstream": "Tue, 26 May 2026 19:55:08 GMT", + "first_seen_at_utc": "2026-05-28T18:20:36+00:00", + "last_checked_at_utc": "2026-05-28T18:20:36+00:00" + }, + "HGB": { + "etag": "\"354ff-651280c758ec2\"", + "last_modified_upstream": "Wed, 06 May 2026 15:45:09 GMT", + "first_seen_at_utc": "2026-05-28T18:20:36+00:00", + "last_checked_at_utc": "2026-05-28T18:20:36+00:00" + }, + "AO": { + "etag": "\"33355-652bddf6e1d1b\"", + "last_modified_upstream": "Tue, 26 May 2026 19:55:11 GMT", + "first_seen_at_utc": "2026-05-28T18:20:36+00:00", + "last_checked_at_utc": "2026-05-28T18:20:36+00:00" + }, + "KSchG": { + "etag": "\"2990-65128168f11b7\"", + "last_modified_upstream": "Wed, 06 May 2026 15:47:59 GMT", + "first_seen_at_utc": "2026-05-28T18:20:36+00:00", + "last_checked_at_utc": "2026-05-28T18:20:36+00:00" + }, + "BUrlG": { + "etag": "\"13d0-5b1058e4629bb\"", + "last_modified_upstream": "Tue, 06 Oct 2020 19:25:03 GMT", + "first_seen_at_utc": "2026-05-28T18:20:36+00:00", + "last_checked_at_utc": "2026-05-28T18:20:36+00:00" + }, + "ArbZG": { + "etag": "\"32d6-62a9787c4c13f\"", + "last_modified_upstream": "Tue, 31 Dec 2024 21:22:46 GMT", + "first_seen_at_utc": "2026-05-28T18:20:36+00:00", + "last_checked_at_utc": "2026-05-28T18:20:36+00:00" + }, + "ArbSchG": { + "etag": "\"3c0a-651280fdb063f\"", + "last_modified_upstream": "Wed, 06 May 2026 15:46:06 GMT", + "first_seen_at_utc": "2026-05-28T18:20:36+00:00", + "last_checked_at_utc": "2026-05-28T18:20:36+00:00" + }, + "BetrVG": { + "etag": "\"be02-61e0383a4b496\"", + "last_modified_upstream": "Wed, 24 Jul 2024 19:45:02 GMT", + "first_seen_at_utc": "2026-05-28T18:20:37+00:00", + "last_checked_at_utc": "2026-05-28T18:20:37+00:00" + }, + "BEEG": { + "etag": "\"520e-651283d380955\"", + "last_modified_upstream": "Wed, 06 May 2026 15:58:47 GMT", + "first_seen_at_utc": "2026-05-28T18:20:37+00:00", + "last_checked_at_utc": "2026-05-28T18:20:37+00:00" + }, + "AufenthG": { + "etag": "\"26606-652d1fda39e54\"", + "last_modified_upstream": "Wed, 27 May 2026 19:55:17 GMT", + "first_seen_at_utc": "2026-05-28T18:20:37+00:00", + "last_checked_at_utc": "2026-05-28T18:20:37+00:00" + }, + "IfSG": { + "etag": "\"14bed-651282a04063a\"", + "last_modified_upstream": "Wed, 06 May 2026 15:53:25 GMT", + "first_seen_at_utc": "2026-05-28T18:20:37+00:00", + "last_checked_at_utc": "2026-05-28T18:20:37+00:00" + }, + "BDSG": { + "etag": "\"b10e-6521cf2556de4\"", + "last_modified_upstream": "Mon, 18 May 2026 19:55:38 GMT", + "first_seen_at_utc": "2026-05-28T18:20:37+00:00", + "last_checked_at_utc": "2026-05-28T18:20:37+00:00" + }, + "GwG": { + "etag": "\"14058-651283270150c\"", + "last_modified_upstream": "Wed, 06 May 2026 15:55:47 GMT", + "first_seen_at_utc": "2026-05-28T18:20:37+00:00", + "last_checked_at_utc": "2026-05-28T18:20:37+00:00" + }, + "NetzDG": { + "etag": "\"e15-651283f5f903b\"", + "last_modified_upstream": "Wed, 06 May 2026 15:59:24 GMT", + "first_seen_at_utc": "2026-05-28T18:20:37+00:00", + "last_checked_at_utc": "2026-05-28T18:20:37+00:00" + }, + "BImSchG": { + "etag": "\"10e1b-6512818736514\"", + "last_modified_upstream": "Wed, 06 May 2026 15:48:31 GMT", + "first_seen_at_utc": "2026-05-28T18:20:37+00:00", + "last_checked_at_utc": "2026-05-28T18:20:37+00:00" + }, + "StVG": { + "etag": "\"132df-652d1fd51c4b5\"", + "last_modified_upstream": "Wed, 27 May 2026 19:55:11 GMT", + "first_seen_at_utc": "2026-05-28T18:20:38+00:00", + "last_checked_at_utc": "2026-05-28T18:20:38+00:00" + }, + "StVO": { + "etag": "\"b541f-652d1fd6387b0\"", + "last_modified_upstream": "Wed, 27 May 2026 19:55:13 GMT", + "first_seen_at_utc": "2026-05-28T18:20:38+00:00", + "last_checked_at_utc": "2026-05-28T18:20:38+00:00" + }, + "TKG": { + "etag": "\"26828-6521cf24b7af4\"", + "last_modified_upstream": "Mon, 18 May 2026 19:55:37 GMT", + "first_seen_at_utc": "2026-05-28T18:20:38+00:00", + "last_checked_at_utc": "2026-05-28T18:20:38+00:00" + }, + "SGG": { + "etag": "\"cd02-652bddf7ef5b5\"", + "last_modified_upstream": "Tue, 26 May 2026 19:55:12 GMT", + "first_seen_at_utc": "2026-05-28T18:20:38+00:00", + "last_checked_at_utc": "2026-05-28T18:20:38+00:00" + }, + "VwGO": { + "etag": "\"c24c-652bddeeff375\"", + "last_modified_upstream": "Tue, 26 May 2026 19:55:02 GMT", + "first_seen_at_utc": "2026-05-28T18:20:38+00:00", + "last_checked_at_utc": "2026-05-28T18:20:38+00:00" + }, + "LPartG": { + "etag": "\"1b3c-6512820a6910b\"", + "last_modified_upstream": "Wed, 06 May 2026 15:50:48 GMT", + "first_seen_at_utc": "2026-05-28T18:20:38+00:00", + "last_checked_at_utc": "2026-05-28T18:20:38+00:00" + }, + "SGB I": { + "etag": "\"5a15-651282133aeea\"", + "last_modified_upstream": "Wed, 06 May 2026 15:50:57 GMT", + "first_seen_at_utc": "2026-05-28T18:20:38+00:00", + "last_checked_at_utc": "2026-05-28T18:20:38+00:00" + }, + "SGB II": { + "etag": "\"11ff5-651283e2b34d4\"", + "last_modified_upstream": "Wed, 06 May 2026 15:59:03 GMT", + "first_seen_at_utc": "2026-05-28T18:20:38+00:00", + "last_checked_at_utc": "2026-05-28T18:20:38+00:00" + }, + "SGB III": { + "etag": "\"237c0-65128247fc241\"", + "last_modified_upstream": "Wed, 06 May 2026 15:51:53 GMT", + "first_seen_at_utc": "2026-05-28T18:20:38+00:00", + "last_checked_at_utc": "2026-05-28T18:20:38+00:00" + }, + "SGB IV": { + "etag": "\"1e106-651282e61e902\"", + "last_modified_upstream": "Wed, 06 May 2026 15:54:38 GMT", + "first_seen_at_utc": "2026-05-28T18:20:39+00:00", + "last_checked_at_utc": "2026-05-28T18:20:39+00:00" + }, + "SGB V": { + "etag": "\"96337-652310ede5711\"", + "last_modified_upstream": "Tue, 19 May 2026 19:55:16 GMT", + "first_seen_at_utc": "2026-05-28T18:20:39+00:00", + "last_checked_at_utc": "2026-05-28T18:20:39+00:00" + }, + "SGB VI": { + "etag": "\"41431-652310f6eff2f\"", + "last_modified_upstream": "Tue, 19 May 2026 19:55:26 GMT", + "first_seen_at_utc": "2026-05-28T18:20:39+00:00", + "last_checked_at_utc": "2026-05-28T18:20:39+00:00" + }, + "SGB VII": { + "etag": "\"18e13-6521cf21f59ce\"", + "last_modified_upstream": "Mon, 18 May 2026 19:55:34 GMT", + "first_seen_at_utc": "2026-05-28T18:20:39+00:00", + "last_checked_at_utc": "2026-05-28T18:20:39+00:00" + }, + "SGB VIII": { + "etag": "\"126fb-651282aea8f46\"", + "last_modified_upstream": "Wed, 06 May 2026 15:53:40 GMT", + "first_seen_at_utc": "2026-05-28T18:20:39+00:00", + "last_checked_at_utc": "2026-05-28T18:20:39+00:00" + }, + "SGB X": { + "etag": "\"ed5d-652bddfae723f\"", + "last_modified_upstream": "Tue, 26 May 2026 19:55:15 GMT", + "first_seen_at_utc": "2026-05-28T18:20:39+00:00", + "last_checked_at_utc": "2026-05-28T18:20:39+00:00" + }, + "SGB XI": { + "etag": "\"302b0-651b85b269c51\"", + "last_modified_upstream": "Wed, 13 May 2026 19:55:05 GMT", + "first_seen_at_utc": "2026-05-28T18:20:40+00:00", + "last_checked_at_utc": "2026-05-28T18:20:40+00:00" + }, + "SGB XII": { + "etag": "\"14b25-651283e7d0e75\"", + "last_modified_upstream": "Wed, 06 May 2026 15:59:09 GMT", + "first_seen_at_utc": "2026-05-28T18:20:40+00:00", + "last_checked_at_utc": "2026-05-28T18:20:40+00:00" + } + } +} diff --git a/gitlaw_mcp/freshness/upstream_sources.json b/gitlaw_mcp/freshness/upstream_sources.json new file mode 100644 index 00000000..2414dc8b --- /dev/null +++ b/gitlaw_mcp/freshness/upstream_sources.json @@ -0,0 +1,43 @@ +{ + "_doc": "Registry of upstream gesetze-im-internet.de URLs we monitor for drift. Each entry maps our local abbreviation to the upstream slug (which often differs — e.g. AufenthG → aufenthg_2004 because German law sometimes has year-versioned slugs). HTTP HEAD against these URLs returns Last-Modified and ETag — that's all we need to detect upstream changes without downloading any XML. Add more laws via PR; the only requirement is that the URL returns 200.", + "schema_version": "1.0", + "head_url_pattern": "https://www.gesetze-im-internet.de/{slug}/xml.zip", + "sources": [ + {"abbreviation": "BGB", "upstream_slug": "bgb", "name": "Bürgerliches Gesetzbuch"}, + {"abbreviation": "StGB", "upstream_slug": "stgb", "name": "Strafgesetzbuch"}, + {"abbreviation": "GG", "upstream_slug": "gg", "name": "Grundgesetz"}, + {"abbreviation": "StPO", "upstream_slug": "stpo", "name": "Strafprozessordnung"}, + {"abbreviation": "ZPO", "upstream_slug": "zpo", "name": "Zivilprozessordnung"}, + {"abbreviation": "HGB", "upstream_slug": "hgb", "name": "Handelsgesetzbuch"}, + {"abbreviation": "AO", "upstream_slug": "ao_1977", "name": "Abgabenordnung"}, + {"abbreviation": "KSchG", "upstream_slug": "kschg", "name": "Kündigungsschutzgesetz"}, + {"abbreviation": "BUrlG", "upstream_slug": "burlg", "name": "Bundesurlaubsgesetz"}, + {"abbreviation": "ArbZG", "upstream_slug": "arbzg", "name": "Arbeitszeitgesetz"}, + {"abbreviation": "ArbSchG", "upstream_slug": "arbschg", "name": "Arbeitsschutzgesetz"}, + {"abbreviation": "BetrVG", "upstream_slug": "betrvg", "name": "Betriebsverfassungsgesetz"}, + {"abbreviation": "BEEG", "upstream_slug": "beeg", "name": "Bundeselterngeld- und Elternzeitgesetz"}, + {"abbreviation": "AufenthG", "upstream_slug": "aufenthg_2004", "name": "Aufenthaltsgesetz"}, + {"abbreviation": "IfSG", "upstream_slug": "ifsg", "name": "Infektionsschutzgesetz"}, + {"abbreviation": "BDSG", "upstream_slug": "bdsg_2018", "name": "Bundesdatenschutzgesetz"}, + {"abbreviation": "GwG", "upstream_slug": "gwg_2017", "name": "Geldwäschegesetz"}, + {"abbreviation": "NetzDG", "upstream_slug": "netzdg", "name": "Netzwerkdurchsetzungsgesetz"}, + {"abbreviation": "BImSchG", "upstream_slug": "bimschg", "name": "Bundes-Immissionsschutzgesetz"}, + {"abbreviation": "StVG", "upstream_slug": "stvg", "name": "Straßenverkehrsgesetz"}, + {"abbreviation": "StVO", "upstream_slug": "stvo_2013", "name": "Straßenverkehrs-Ordnung"}, + {"abbreviation": "TKG", "upstream_slug": "tkg_2021", "name": "Telekommunikationsgesetz"}, + {"abbreviation": "SGG", "upstream_slug": "sgg", "name": "Sozialgerichtsgesetz"}, + {"abbreviation": "VwGO", "upstream_slug": "vwgo", "name": "Verwaltungsgerichtsordnung"}, + {"abbreviation": "LPartG", "upstream_slug": "lpartg", "name": "Lebenspartnerschaftsgesetz"}, + {"abbreviation": "SGB I", "upstream_slug": "sgb_1", "name": "Sozialgesetzbuch I — Allgemeiner Teil"}, + {"abbreviation": "SGB II", "upstream_slug": "sgb_2", "name": "Sozialgesetzbuch II — Bürgergeld"}, + {"abbreviation": "SGB III", "upstream_slug": "sgb_3", "name": "Sozialgesetzbuch III — Arbeitsförderung"}, + {"abbreviation": "SGB IV", "upstream_slug": "sgb_4", "name": "Sozialgesetzbuch IV — Allgemeine Vorschriften für Sozialversicherung"}, + {"abbreviation": "SGB V", "upstream_slug": "sgb_5", "name": "Sozialgesetzbuch V — Gesetzliche Krankenversicherung"}, + {"abbreviation": "SGB VI", "upstream_slug": "sgb_6", "name": "Sozialgesetzbuch VI — Gesetzliche Rentenversicherung"}, + {"abbreviation": "SGB VII", "upstream_slug": "sgb_7", "name": "Sozialgesetzbuch VII — Gesetzliche Unfallversicherung"}, + {"abbreviation": "SGB VIII", "upstream_slug": "sgb_8", "name": "Sozialgesetzbuch VIII — Kinder- und Jugendhilfe"}, + {"abbreviation": "SGB X", "upstream_slug": "sgb_10", "name": "Sozialgesetzbuch X — Sozialverwaltungsverfahren"}, + {"abbreviation": "SGB XI", "upstream_slug": "sgb_11", "name": "Sozialgesetzbuch XI — Pflegeversicherung"}, + {"abbreviation": "SGB XII", "upstream_slug": "sgb_12", "name": "Sozialgesetzbuch XII — Sozialhilfe"} + ] +} diff --git a/gitlaw_mcp/graph_builder.py b/gitlaw_mcp/graph_builder.py index 8898f9ea..1d3b924a 100644 --- a/gitlaw_mcp/graph_builder.py +++ b/gitlaw_mcp/graph_builder.py @@ -367,7 +367,11 @@ def build_law_level_graph(graph: dict) -> dict: edges = [{"from": a, "to": b, "weight": w} for (a, b), w in pair_count.most_common()] # Headline ranking — laws other laws reference most - most_cited = sorted(nodes, key=lambda n: int(n["in_degree"]), reverse=True)[:20] + most_cited = sorted( + nodes, + key=lambda n: int(n["in_degree"]) if isinstance(n["in_degree"], (int, str)) else 0, + reverse=True, + )[:20] return { "stats": { diff --git a/gitlaw_mcp/server.py b/gitlaw_mcp/server.py index 21cf5463..e70ffdc5 100644 --- a/gitlaw_mcp/server.py +++ b/gitlaw_mcp/server.py @@ -667,6 +667,294 @@ def get_law_text(abbreviation: str) -> str: return law_path.read_text(encoding="utf-8") +# --------------------------------------------------------------------------- +# Provenance / freshness — answer the user's question "how do you know it's real?" +# --------------------------------------------------------------------------- + + +MANIFEST_FILE = Path(__file__).parent / "freshness" / "manifest.json" +UPSTREAM_SNAPSHOTS_FILE = Path(__file__).parent / "freshness" / "upstream_snapshots.json" + + +def _load_upstream_snapshots() -> dict[str, Any] | None: + """Return the committed upstream-snapshot file, or None if not present.""" + if not UPSTREAM_SNAPSHOTS_FILE.exists(): + return None + try: + return _json.loads(UPSTREAM_SNAPSHOTS_FILE.read_text(encoding="utf-8")) + except (OSError, _json.JSONDecodeError): + return None + + +def _parse_rfc2822_to_iso(rfc_date: str) -> str | None: + """Parse an HTTP Last-Modified date (RFC 2822) to ISO 8601, or None.""" + if not rfc_date: + return None + try: + from email.utils import parsedate_to_datetime + + return parsedate_to_datetime(rfc_date).isoformat(timespec="seconds") + except (TypeError, ValueError): + return None + + +def _load_manifest() -> dict[str, Any] | None: + """Return the committed corpus manifest, or None if not built yet.""" + if not MANIFEST_FILE.exists(): + return None + try: + return _json.loads(MANIFEST_FILE.read_text(encoding="utf-8")) + except (OSError, _json.JSONDecodeError): + return None + + +@mcp.tool() +@_traced +def get_corpus_status() -> dict[str, Any]: + """ + Return the public provenance snapshot of the law corpus the server is serving. + + Use this whenever you (or your user) want to answer "where does this answer + come from, when was it last checked, and is it the same corpus everyone else + is seeing?" Every field is verifiable against the public manifest.json in + the repo. + + Returns: + { + "law_count": + "aggregate_sha256": + "generated_at_utc": + "source": + "manifest_present": true | false + } + + Or { "error": "manifest_not_built", "hint": "..." } when the corpus has not + been hashed yet — that itself is a useful signal of incomplete provenance. + """ + m = _load_manifest() + if m is None: + return { + "error": "manifest_not_built", + "hint": "Run `python -m gitlaw_mcp.freshness.build_manifest` to generate. " + "See gitlaw_mcp/freshness/TRUST.md for the current trust statement.", + } + return { + "law_count": m["law_count"], + "aggregate_sha256": m["aggregate_sha256"], + "generated_at_utc": m["generated_at_utc"], + "source": m["source"], + "manifest_present": True, + } + + +@mcp.tool() +@_traced +def verify_law_provenance(abbreviation: str) -> dict[str, Any]: + """ + Return the provenance record for a single law: where we got it from, when + it was last touched in our corpus, and the SHA-256 hash a user can verify + against the committed manifest. + + This is the "show your work" tool. When an LLM cites § 573 BGB, the user + (or another agent) can call verify_law_provenance("BGB") to get a structured + answer to "okay, but where does your BGB text come from?" + + Args: + abbreviation: case-insensitive law abbreviation, e.g. "BGB", "StGB", "GG". + + Returns: + { + "found": true, + "abbreviation": "BGB", + "source_url": "https://www.gesetze-im-internet.de/bgb/", + "corpus_path": "laws/bgb.md", + "corpus_sha256": "", + "corpus_bytes": , + "git_last_modified_iso": "" + } + + Or { "found": false, "reason": "manifest_not_built" | "abbreviation_not_in_manifest" }. + """ + m = _load_manifest() + if m is None: + return {"found": False, "reason": "manifest_not_built"} + + needle = abbreviation.strip().upper() + for entry in m["laws"]: + if entry["abbreviation"].upper() == needle: + return { + "found": True, + "abbreviation": entry["abbreviation"], + "source_url": entry["source_url"], + "corpus_path": entry["corpus_path"], + "corpus_sha256": entry["corpus_sha256"], + "corpus_bytes": entry["corpus_bytes"], + "git_last_modified_iso": entry["git_last_modified_iso"], + } + return { + "found": False, + "reason": "abbreviation_not_in_manifest", + "searched_for": needle, + } + + +# --------------------------------------------------------------------------- +# Upstream currency — answer "is our corpus actually up to date with the source?" +# --------------------------------------------------------------------------- + + +@mcp.tool() +@_traced +def check_upstream_currency(abbreviation: str) -> dict[str, Any]: + """ + Return whether our local copy of a law is current with the upstream source + on gesetze-im-internet.de. + + This is the tool that answers "I'm about to act on § 573 BGB — is your BGB + the latest one?" The check compares two timestamps: + + - `our_corpus_last_modified` — when we last touched laws/.md in git + - `upstream_last_modified` — when gesetze-im-internet.de last updated + the official XML for this law + + If upstream is newer than our corpus, we are stale. Stale doesn't necessarily + mean wrong (the change may be cosmetic / numbering / fixing a typo), but it + means the user should know. + + Args: + abbreviation: case-insensitive law abbreviation, e.g. "BGB", "StGB". + + Returns: + { + "found": true, + "abbreviation": "BGB", + "our_corpus_last_modified": "", + "upstream_last_modified": "", + "upstream_checked_at": "", + "drift_status": "current" | "stale" | "unknown", + "days_behind": , + "source_url": "https://www.gesetze-im-internet.de//" + } + """ + manifest = _load_manifest() + snapshots = _load_upstream_snapshots() + + if manifest is None: + return {"found": False, "reason": "manifest_not_built"} + + needle = abbreviation.strip().upper() + manifest_entry = next( + (e for e in manifest["laws"] if e["abbreviation"].upper() == needle), + None, + ) + if not manifest_entry: + return { + "found": False, + "reason": "abbreviation_not_in_manifest", + "searched_for": needle, + } + + our_iso = manifest_entry["git_last_modified_iso"] + + if snapshots is None or needle not in (snapshots.get("snapshots") or {}): + return { + "found": True, + "abbreviation": needle, + "our_corpus_last_modified": our_iso, + "upstream_last_modified": None, + "upstream_checked_at": None, + "drift_status": "unknown", + "reason": "no_upstream_snapshot_yet", + "source_url": manifest_entry["source_url"], + } + + snap = snapshots["snapshots"][needle] + upstream_iso = _parse_rfc2822_to_iso(snap.get("last_modified_upstream", "")) + + days_behind = None + drift_status = "unknown" + if our_iso and upstream_iso: + from datetime import datetime as _dt + + try: + ours = _dt.fromisoformat(our_iso.replace("Z", "+00:00")) + theirs = _dt.fromisoformat(upstream_iso) + delta_days = (theirs.date() - ours.date()).days + if delta_days <= 0: + drift_status = "current" + days_behind = 0 + else: + drift_status = "stale" + days_behind = delta_days + except (ValueError, TypeError): + pass + + return { + "found": True, + "abbreviation": needle, + "our_corpus_last_modified": our_iso, + "upstream_last_modified": upstream_iso, + "upstream_checked_at": snap.get("last_checked_at_utc"), + "drift_status": drift_status, + "days_behind": days_behind, + "source_url": manifest_entry["source_url"], + } + + +@mcp.tool() +@_traced +def list_drifted_laws() -> dict[str, Any]: + """ + Return every law where the upstream gesetze-im-internet.de source is newer + than our committed corpus markdown — i.e. we have known staleness. + + Useful for: "is anything in our corpus currently out of date?" An agent + surfaces the list to the user before relying on stale text. + + Returns: + { + "drifted_count": , + "total_monitored": , + "last_full_sync_at_utc": , + "drifted": [ + {"abbreviation": "BGB", "days_behind": 51, ...}, + ... + ] + } + """ + manifest = _load_manifest() + snapshots = _load_upstream_snapshots() + if manifest is None: + return {"error": "manifest_not_built"} + if snapshots is None: + return {"error": "no_upstream_snapshots_yet", "total_monitored": 0, "drifted": []} + + drifted: list[dict[str, Any]] = [] + monitored = snapshots.get("snapshots") or {} + + for abbr in monitored: + result = check_upstream_currency(abbr) + if result.get("drift_status") == "stale": + drifted.append( + { + "abbreviation": abbr, + "days_behind": result.get("days_behind"), + "upstream_last_modified": result.get("upstream_last_modified"), + "our_corpus_last_modified": result.get("our_corpus_last_modified"), + "source_url": result.get("source_url"), + } + ) + + drifted.sort(key=lambda d: d.get("days_behind") or 0, reverse=True) + + return { + "drifted_count": len(drifted), + "total_monitored": len(monitored), + "last_full_sync_at_utc": snapshots.get("last_full_sync_at_utc"), + "drifted": drifted, + } + + # --------------------------------------------------------------------------- # Entry point # --------------------------------------------------------------------------- diff --git a/gitlaw_mcp/tests/test_provenance.py b/gitlaw_mcp/tests/test_provenance.py new file mode 100644 index 00000000..7d030753 --- /dev/null +++ b/gitlaw_mcp/tests/test_provenance.py @@ -0,0 +1,118 @@ +""" +Provenance + freshness coverage — tests for get_corpus_status and +verify_law_provenance, plus the build_manifest --check guard rail. + +These tests deliberately depend on the committed manifest.json. If the corpus +drifts without the manifest being regenerated, this suite goes red — exactly +the signal we want. +""" + +from __future__ import annotations + +import json +import subprocess +import sys +from pathlib import Path + +import pytest + +ROOT = Path(__file__).resolve().parent.parent.parent +sys.path.insert(0, str(ROOT)) + +from gitlaw_mcp.server import get_corpus_status, verify_law_provenance # noqa: E402 + +MANIFEST_FILE = ROOT / "gitlaw_mcp" / "freshness" / "manifest.json" +manifest_required = pytest.mark.skipif( + not MANIFEST_FILE.exists(), + reason="manifest.json not built — run `python -m gitlaw_mcp.freshness.build_manifest`", +) + + +# ── get_corpus_status ──────────────────────────────────────────────── + + +@manifest_required +def test_corpus_status_reports_all_expected_fields(): + status = get_corpus_status() + assert status.get("manifest_present") is True + assert isinstance(status["law_count"], int) + assert status["law_count"] > 5000, f"corpus shrunk unexpectedly: {status['law_count']}" + assert isinstance(status["aggregate_sha256"], str) + assert len(status["aggregate_sha256"]) == 64 + assert "generated_at_utc" in status + assert status["source"].startswith("https://www.gesetze-im-internet.de") + + +@manifest_required +def test_corpus_status_aggregate_matches_committed_manifest(): + """The status hash must match what's in manifest.json on disk.""" + status = get_corpus_status() + committed = json.loads(MANIFEST_FILE.read_text(encoding="utf-8")) + assert status["aggregate_sha256"] == committed["aggregate_sha256"] + assert status["law_count"] == committed["law_count"] + + +# ── verify_law_provenance ─────────────────────────────────────────── + + +@manifest_required +def test_provenance_for_bgb_returns_full_record(): + result = verify_law_provenance("BGB") + assert result["found"] is True + assert result["abbreviation"] == "BGB" + assert result["source_url"] == "https://www.gesetze-im-internet.de/bgb/" + assert result["corpus_path"] == "laws/bgb.md" + assert len(result["corpus_sha256"]) == 64 + assert result["corpus_bytes"] > 100_000 + + +@manifest_required +def test_provenance_is_case_insensitive(): + upper = verify_law_provenance("STGB") + lower = verify_law_provenance("stgb") + mixed = verify_law_provenance("StGB") + assert upper["found"] and lower["found"] and mixed["found"] + assert upper["corpus_sha256"] == lower["corpus_sha256"] == mixed["corpus_sha256"] + + +@manifest_required +def test_provenance_handles_unknown_abbreviation(): + result = verify_law_provenance("DEFINITELY_NOT_A_LAW") + assert result["found"] is False + assert result["reason"] == "abbreviation_not_in_manifest" + + +def test_provenance_works_even_without_manifest(tmp_path, monkeypatch): + """When the manifest file is missing, both tools return a clean error envelope.""" + from gitlaw_mcp import server as server_module + + monkeypatch.setattr(server_module, "MANIFEST_FILE", tmp_path / "no_such_manifest.json") + status = get_corpus_status() + assert status.get("error") == "manifest_not_built" + + prov = verify_law_provenance("BGB") + assert prov["found"] is False + assert prov["reason"] == "manifest_not_built" + + +# ── Drift detection — the CI guardrail ────────────────────────────── + + +@manifest_required +def test_build_manifest_check_passes_against_committed(): + """`build_manifest --check` must exit 0 against the committed manifest. + + This test is the canary: if a law file is edited without rebuilding the + manifest, this test fails — forcing the developer to update the manifest + in the same commit. + """ + result = subprocess.run( + [sys.executable, "-m", "gitlaw_mcp.freshness.build_manifest", "--check"], + cwd=str(ROOT), + capture_output=True, + text=True, + ) + assert result.returncode == 0, ( + f"corpus drift detected — manifest needs rebuilding.\n" + f"stdout: {result.stdout}\nstderr: {result.stderr}" + ) diff --git a/gitlaw_mcp/tests/test_upstream_sync.py b/gitlaw_mcp/tests/test_upstream_sync.py new file mode 100644 index 00000000..96ca5fe0 --- /dev/null +++ b/gitlaw_mcp/tests/test_upstream_sync.py @@ -0,0 +1,246 @@ +""" +Upstream-sync tests — hermetic (no network calls), exercising both the +sync orchestrator and the two new MCP tools. + +We mock urlopen at the boundary so these tests run in any CI environment, +deterministically, in milliseconds. +""" + +from __future__ import annotations + +import json +import sys +from pathlib import Path +from unittest.mock import MagicMock, patch + +import pytest + +ROOT = Path(__file__).resolve().parent.parent.parent +sys.path.insert(0, str(ROOT)) + +from gitlaw_mcp.freshness import sync as sync_mod # noqa: E402 +from gitlaw_mcp.server import check_upstream_currency, list_drifted_laws # noqa: E402 + + +# ── Test fixtures ──────────────────────────────────────────────────── + + +def _fake_head_response(*, etag: str, last_modified: str, content_length: str = "1000"): + """Build a MagicMock that quacks like a urllib HEAD response.""" + headers = MagicMock() + headers.get = lambda k, default="": { + "Last-Modified": last_modified, + "ETag": etag, + "Content-Length": content_length, + }.get(k, default) + + resp = MagicMock() + resp.status = 200 + resp.headers = headers + resp.__enter__ = lambda self: self + resp.__exit__ = lambda self, *a: None + return resp + + +# ── sync.py — happy path ───────────────────────────────────────────── + + +def test_first_sync_baselines_all_sources_with_no_drift(tmp_path, monkeypatch): + """First-ever sync writes a baseline snapshot. No drift, no errors.""" + snap_file = tmp_path / "snap.json" + log_file = tmp_path / "log.md" + monkeypatch.setattr(sync_mod, "SNAPSHOTS_FILE", snap_file) + monkeypatch.setattr(sync_mod, "SYNC_LOG_FILE", log_file) + + fake_resp = _fake_head_response( + etag='"abc-123"', + last_modified="Wed, 27 May 2026 19:55:11 GMT", + ) + + with patch("gitlaw_mcp.freshness.sync.urllib.request.urlopen", return_value=fake_resp): + report = sync_mod.run() + + assert report["mode"] == "live" + assert report["drifted_count"] == 0 + assert report["error_count"] == 0 + assert report["checked"] > 0 + # Snapshot file written. + assert snap_file.exists() + written = json.loads(snap_file.read_text()) + assert written["schema_version"] == "1.0" + assert len(written["snapshots"]) == report["checked"] + # No sync-log written when nothing drifted. + assert not log_file.exists() + + +def test_drift_detected_when_etag_changes(tmp_path, monkeypatch): + """Second sync with new ETag → drift detected, log appended.""" + snap_file = tmp_path / "snap.json" + log_file = tmp_path / "log.md" + monkeypatch.setattr(sync_mod, "SNAPSHOTS_FILE", snap_file) + monkeypatch.setattr(sync_mod, "SYNC_LOG_FILE", log_file) + + # Pre-seed with old etags so the next sync sees drift. + sources = sync_mod._load_sources() + seeded = { + s["abbreviation"]: { + "etag": '"OLD-etag"', + "last_modified_upstream": "Mon, 01 Apr 2024 00:00:00 GMT", + "first_seen_at_utc": "2024-04-01T00:00:00+00:00", + "last_checked_at_utc": "2024-04-01T00:00:00+00:00", + } + for s in sources + } + snap_file.write_text( + json.dumps( + { + "schema_version": "1.0", + "last_full_sync_at_utc": "2024-04-01T00:00:00+00:00", + "snapshots": seeded, + } + ) + ) + + fake_resp = _fake_head_response( + etag='"NEW-etag"', + last_modified="Wed, 28 May 2026 12:00:00 GMT", + ) + + with patch("gitlaw_mcp.freshness.sync.urllib.request.urlopen", return_value=fake_resp): + report = sync_mod.run() + + assert report["drifted_count"] == len(sources), ( + "every source should drift when all etags changed" + ) + # Log file written with timestamped entry. + assert log_file.exists() + log_content = log_file.read_text() + assert "drifted upstream" in log_content + assert "NEW-etag"[:16] in log_content + + +def test_network_failure_preserves_prior_snapshot(tmp_path, monkeypatch): + """A transient HTTP error must NOT erase a previously-good snapshot.""" + import urllib.error + + snap_file = tmp_path / "snap.json" + monkeypatch.setattr(sync_mod, "SNAPSHOTS_FILE", snap_file) + monkeypatch.setattr(sync_mod, "SYNC_LOG_FILE", tmp_path / "log.md") + + # Seed a prior-good snapshot for every source. + sources = sync_mod._load_sources() + prior = { + s["abbreviation"]: { + "etag": '"known-good"', + "last_modified_upstream": "Wed, 01 May 2026 00:00:00 GMT", + "first_seen_at_utc": "2026-05-01T00:00:00+00:00", + "last_checked_at_utc": "2026-05-01T00:00:00+00:00", + } + for s in sources + } + snap_file.write_text( + json.dumps( + { + "schema_version": "1.0", + "last_full_sync_at_utc": "2026-05-01T00:00:00+00:00", + "snapshots": prior, + } + ) + ) + + def _boom(req, timeout=None): + raise urllib.error.URLError("simulated network failure") + + with patch("gitlaw_mcp.freshness.sync.urllib.request.urlopen", side_effect=_boom): + report = sync_mod.run() + + assert report["error_count"] == len(sources) + # Snapshots must STILL contain the known-good etags — we didn't erase good state. + after = json.loads(snap_file.read_text()) + for abbr in prior: + assert after["snapshots"][abbr]["etag"] == '"known-good"', ( + f"{abbr}: known-good etag was erased by a transient failure" + ) + + +def test_dry_run_does_not_write_files(tmp_path, monkeypatch): + snap_file = tmp_path / "snap.json" + log_file = tmp_path / "log.md" + monkeypatch.setattr(sync_mod, "SNAPSHOTS_FILE", snap_file) + monkeypatch.setattr(sync_mod, "SYNC_LOG_FILE", log_file) + + fake_resp = _fake_head_response(etag='"abc"', last_modified="Wed, 27 May 2026 00:00:00 GMT") + + with patch("gitlaw_mcp.freshness.sync.urllib.request.urlopen", return_value=fake_resp): + sync_mod.run(dry_run=True) + + assert not snap_file.exists() + assert not log_file.exists() + + +def test_offline_mode_skips_network(tmp_path, monkeypatch): + """Offline mode: just reads existing snapshots, never touches network.""" + snap_file = tmp_path / "snap.json" + snap_file.write_text( + json.dumps( + { + "schema_version": "1.0", + "last_full_sync_at_utc": "2026-05-28T00:00:00+00:00", + "snapshots": {"BGB": {"etag": '"x"'}}, + } + ) + ) + monkeypatch.setattr(sync_mod, "SNAPSHOTS_FILE", snap_file) + + # If offline mode wrongly hit the network, the patch target would not be called. + # We assert the result shape regardless. + report = sync_mod.run(offline=True) + assert report["mode"] == "offline" + assert report["law_count"] == 1 + + +# ── MCP tools — exercise the committed snapshot + manifest ─────────── + + +@pytest.fixture +def needs_upstream_snapshot(): + """Skip MCP-tool tests if the committed snapshot isn't present yet.""" + p = ROOT / "gitlaw_mcp" / "freshness" / "upstream_snapshots.json" + if not p.exists(): + pytest.skip("upstream_snapshots.json not committed yet") + + +def test_check_upstream_currency_returns_drift_status_for_known_law(needs_upstream_snapshot): + result = check_upstream_currency("BGB") + assert result["found"] is True + assert result["abbreviation"] == "BGB" + assert result["source_url"].startswith("https://www.gesetze-im-internet.de/") + assert result["drift_status"] in {"current", "stale", "unknown"} + + +def test_check_upstream_currency_unknown_abbreviation_returns_clean_error(needs_upstream_snapshot): + result = check_upstream_currency("DEFINITELY_NOT_A_LAW_XYZ") + assert result["found"] is False + + +def test_list_drifted_laws_returns_structured_summary(needs_upstream_snapshot): + result = list_drifted_laws() + # Either errors (manifest missing) or a structured summary — never raises. + assert isinstance(result, dict) + if "error" in result: + return + assert "drifted_count" in result + assert "total_monitored" in result + assert "drifted" in result + assert isinstance(result["drifted"], list) + for entry in result["drifted"]: + assert "abbreviation" in entry + assert "days_behind" in entry + + +def test_list_drifted_is_sorted_by_days_behind_descending(needs_upstream_snapshot): + result = list_drifted_laws() + if "error" in result or not result.get("drifted"): + pytest.skip("no drift data to verify sort") + days = [d.get("days_behind") or 0 for d in result["drifted"]] + assert days == sorted(days, reverse=True), f"not sorted: {days}"