Lane catalog

10 lanes · 19 packs · every tarball sha256-pinned · lane_install verifies before installing.

Certified = leak-free holdout eval stands behind the number. Demo = synthetic/partial corpus, live-verified but not a production claim. Generated from index.json — regenerated, never hand-edited.

Try a lane before installing — every lane below is also live on the hosted API: POST https://api.mtlm-router.intrane.fr/demo/route {"state":"…","text":"…","expert":"<lane>"} (rate-limited demo wallet, no signup) or pin "expert" on metered /v1/route. Lane list: /v1/lanes.

banking77@0.1.1

free · certified

51 routes: Refund_not_showing_up, activate_my_card, apple_pay_or_google_pay, automatic_top_up, balance_not_updated_after_bank_transfer, balance_not_updated_after_cheque_or_cash_deposit, beneficiary_not_allowed, cancel_transfer… · BANKING77-OOS (jianguoz/Few-Shot-Intent-Detection, PolyAI-LDN/task-specific-datasets): 5905 train / 2062 id-oos train; m7router3s384 frozen trunk; emit tools/emit_banking77.py

73.3% holdout (n=2000) · recommended floor conf≥0.7

python3 tools/lane_install.py banking77@0.1.1 --apply --appliance .

sha256: 1d84e6fafa525e66a380e27e… · pricing: free · try live →

civic@0.2.1

free · demo

14 routes: animals, drains_flooding, fly_tipping, graffiti_flyposting, oos, other, parking_vehicles, parks_green… · civic 0.1.0 + explicit oos class: 48 council-adjacent negatives + 200 CLINC train texts; live-verified on anvil 8437; supersedes yanked 0.2.0 (label-misaligned fit)

86.6% holdout (n=941) · OOS recall 97% · recommended floor conf≥0.5

python3 tools/lane_install.py civic@0.2.1 --apply --appliance .

sha256: e9a656ff92a549d25c11f21e… · pricing: free · try live →

civic_fr@0.2.1

free · demo

12 routes: activites_commerciales, oos, arbres_vegetation, autre, eau, eclairage, graffiti_affiches, mobilier_urbain… · Synthetic civic corpus + hand-written natural phrasings (Apache-2.0 compatible)

98.8% holdout (n=330) · OOS recall 68%

python3 tools/lane_install.py civic_fr@0.2.1 --apply --appliance .

sha256: 12e6803c49b9a9760ddad68a… · pricing: free · try live →

clinc150@0.1.4

free · certified

151 routes: accept_reservations, account_blocked, alarm, application_status, apr, are_you_a_bot, balance, bill_balance… · Trained on the public CLINC150 benchmark (train split only) + 200 hand-written intent-adjacent hard negatives; holdout eval on untouched test split. v0.1.4: retrained with hard-negative OOS corpus - argmax abstain 15.5%-

74.1% holdout (n=5500) · OOS recall 20% · conf≥0.7 → 7.8% leak / 69% cov · α=.05 → 38% auto @ 0.00% err · recommended floor conf≥0.7

python3 tools/lane_install.py clinc150@0.1.4 --apply --appliance .

sha256: c5862061595c081e23d4a42c… · pricing: free · try live →

eq_tone@0.2.0

free · demo

6 routes: confused, distressed, frustrated, neutral, oos, positive · GoEmotions (google-research, Reddit comments, Apache-2.0), 28 labels merged to 5 tone superclasses + explicit oos class (hard negatives: clinc hn, banking77). Trained on frozen m7router3s384 trunk via LR head. v0.2.0: oo

50.3% holdout (n=4995) · OOS recall 88% · recommended floor conf≥0.9

python3 tools/lane_install.py eq_tone@0.2.0 --apply --appliance .

sha256: 2e2c608b1935731c0553a35b… · pricing: free · try live →

helpdesk@0.2.0

free · demo

7 routes: chat, escalate, file_ticket, oos, provision_vm, reset_password, ticket_status · Synthetic IT-helpdesk corpus (2000 rows, public) + 80 hand-written OOS negatives (facilities/HR-adjacent + generic). 7 routes incl explicit oos. Live-verified + parity-checked on anvil-serve-mixed.

100.0% holdout · OOS recall 90%

python3 tools/lane_install.py helpdesk@0.2.0 --apply --appliance .

sha256: dc573f8b22114b973d65dd08… · pricing: free · try live →

link_safety@0.1.0

free · certified

5 routes: safe, link_unsafe, link_adult, link_gambling, link_phishing · hand-written patterns + curated demo blocklist; runtime: anvil-serve rules lanes (machin-anvil 249de6a+)

no holdout metrics

python3 tools/lane_install.py link_safety@0.1.0 --apply --appliance .

sha256: debf0eadd2b2a57c3210fa8d… · pricing: free

mod_policy@0.1.0

free · certified

4 routes: publish, review, remove, unchecked · hand-authored threshold policy on SightEngine-style categories (nudity/violence/drugs/self_harm/scam); runtime: anvil-serve rules lanes with score-input kinds (machin-anvil d2e2b36)

no holdout metrics

python3 tools/lane_install.py mod_policy@0.1.0 --apply --appliance .

sha256: 6c16cb900b03a880bdc14156… · pricing: free

pii@0.1.0

free · certified

8 routes: none, pii_email, pii_phone, pii_iban, pii_card, pii_ssn, handoff, oos · synthetic injection into civil_comments safe carriers + textdetox multilingual bases; obfuscated variants (at dot com, spelled digits); m7router3s384 frozen trunk

no holdout metrics

python3 tools/lane_install.py pii@0.1.0 --apply --appliance .

sha256: b61687a5de48082372def1bf… · pricing: free

pii_rules@0.1.0

free · certified

6 routes: none, pii_email, pii_phone, pii_card, pii_iban, link_adult · hand-written rule spec + HaGeZi-style demo domain list; runtime: anvil-serve with rules-lane support (machin-anvil 63175e3)

no holdout metrics

python3 tools/lane_install.py pii_rules@0.1.0 --apply --appliance .

sha256: 27bf5293eb23db2bf01ccacc… · pricing: free

banking77@0.1.1

civic@0.2.1

civic_fr@0.2.1

clinc150@0.1.4

eq_tone@0.2.0

helpdesk@0.2.0

link_safety@0.1.0

mod_policy@0.1.0

pii@0.1.0

pii_rules@0.1.0

banking77@0.1.0

civic@0.1.0

civic_fr@0.1.0

civic_fr@0.1.1

civic_fr@0.2.0

clinc150@0.1.2

clinc150@0.1.3

eq_tone@0.1.1

helpdesk@0.1.1