A/B test (2026-05-05) showed DeepSeek V4-Pro is 2-3x faster and ~20x cheaper
than Sonnet for style/lexicon pattern analysis, with comparable quality.
Adds adapters/deepseek-paperclip-adapter/ package, documents adapter requirements
(env injection, run-id headers), updates CLAUDE.md with adapter integration notes,
and records lessons from ערר 1200-25 (block order for 1xxx, "להלן מתוך" pattern,
expanded factual background, bridge planning analysis, flat heading structure).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Three new voice docs based on deep reading of 1033-25 (full-acceptance) and
7 representative cases for block-zayin (claims summary):
- daphna-acceptance-architecture.md: 5 distinct templates for case acceptance
(A: internal flaw + voiding; B: remand to committee; C: corrections in
request; D: substantive 8xxx; E: appraiser remand). Fixes the wrong
reference in architecture-by-outcome that treated full-acceptance as a
variation of partial-acceptance.
- daphna-block-zayin-claims.md: rules for claims summary block — order by
procedural role, neutrality, sub-headings per party, anti-patterns
(numbered lists, evaluation words, premature conclusion).
- daphna-decision-tree.md: operational tool that unifies all 5 voice docs
into a short analytical process. Starts with the decisive question:
"what is the winning evidence?". Decision trees for architecture
selection, opening mode, citation choice, length by weight.
Updates legal-writer.md to read decision-tree first, then the 5 voice docs,
plus block-zayin.md before block ז.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
After reading all 23 1xxx decisions from style_corpus DB (in addition to
the 10 training files and 1130-25/1194-25 deep reads), synthesized two
new operational documents:
docs/daphna-precedent-network.md
- Maps each legal issue to the specific precedent Daphna cites
- 9 threshold issues (standing, השפר, סעיף 152, קנייני, פגמי פרסום,
פסילה, עבירות בנייה) with her preferred quotes for each
- 8 substantive issues (תכנון נקודתי vs כולל, חיקוק תכנית, סטייה ניכרת,
62א, חניה, תמ"א 38, תכניות ישנות, שימוש חורג)
- Lists ~30 external precedents she cites consistently + ~15 personal
precedents (her own canon — 1110/20 בעלז, 1112/22 שקופה, 1181/22 אדלר,
1130-25, etc.)
- Distinguishes precedents she cites vs. those she does NOT cite
docs/daphna-architecture-by-outcome.md
- 7 distinct block-yod architectures keyed to outcome type:
1. Pure rejection (short, 555-2000 words)
2. Rejection after complex analysis (2500-4500)
3. Threshold dismissal + merits "ועל מנת לא לצאת בחסר" (mode F)
4. Three or more distinct issues (sub-headings)
5. Partial acceptance (full funnel architecture)
6. Joined appeals
7. Remand follow-up
- Decision tree for the agent (4 questions → architecture choice)
- Internal proportions table (opening 5-10%, doctrine 15-25%, etc.)
- Costs matrix with 6 scenarios
Updated docs/daphna-voice-fingerprint.md with section 6 (additions from
23-file corpus read): 2 new opening modes (F: threshold+merits, G:
remand follow-up), nuanced sub-heading rule, self-citation of full
analytical blocks, 10 new "we" verbs, 11 traditional phrases with
sources, expanded costs matrix, transparency about petition outcomes,
warning that 1015-24 is dissent (not Daphna's voice).
Updated .claude/agents/legal-writer.md to require reading all 4 voice
docs before block-yod (the "voice quartet"), with explicit decision
tree integration.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
After analyzing all 24 building_permit decisions in style_corpus DB
(not just the 2 local files), refined two anti-patterns:
1. Sub-headings: actually permitted when block-yod handles 3+ distinct
legal issues (e.g., 1079-24 had "הבקשות לפסילה" / "מעמד המבקשת
וזכות עמידה" / "עותרים ציבוריים"). The earlier rule of "no
sub-headings except academic cases" was too strict — based only on
small local sample.
2. Paragraph numbering: discovered it's an evolutionary pattern, not
a static rule. Pre-2025 decisions had sequential paragraph numbers
(1, 2, 3 throughout); recent decisions (1126-25, 1128-25, 1130-25,
1194-25) abandoned it for narrative flow. The agent should NOT add
paragraph numbers — the new style.
The (1)...(2)...(3)... in-paragraph enumeration ban remains absolute —
0/33 final decisions used it. Distinction now made explicit:
in-paragraph enumeration ≠ paragraph-level numbering (former always
forbidden; latter is evolutionary).
Updated:
- docs/daphna-voice-fingerprint.md — corpus stats, refined anti-patterns
- .claude/agents/legal-writer.md — checklist with new distinctions
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Synthesized two voice documents from corpus reading:
- docs/voice-1130-25.md: deep read of case 1130-25 block-yod (5000 words),
extracting the 9-movement funnel architecture, 8 reasoning templates,
10 'we' verbs with their distinct functions, the 'akhen...ulam' pattern,
pacing/silence principles, and the deliberative meta-narrative.
- docs/daphna-voice-fingerprint.md: cross-corpus synthesis of 10 finals
(1 planning + 9 appraisal levy). Identifies 10 invariants, 5 opening
modes mapped to outcome certainty, mandatory ברמ 3644/13 preamble for
shamai cases, copy-paste templates, and 7 anti-patterns to avoid.
Updated .claude/agents/legal-writer.md:
- Added voice docs as MUST-READ before block-yod (was missing the deep
voice layer; only had surface style_guide patterns)
- Replaced the ' (1)...(2)...(3)...' enumeration template with the 5 opening
modes (the enumeration was a known anti-pattern Daphna always removes)
- Added the 'we' verbs catalog with explicit functions
- Made 'אכן...אולם' pattern mandatory for issues with substantial
counter-arguments (was vaguely 'אמנם...אולם')
- Added mandatory ברמ 3644/13 preamble for 8xxx shamai cases
- Added self-citation triple-mode (refer/defer/distinguish) — Daphna's
emerging practice of building personal jurisprudence
- Added 8-item anti-patterns checklist for post-write review
- Replaced block-yod-alef section with proper 4-paragraph closing
template (process narrative → outcome → costs → date)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
