sboghossian Precedent Finder — Internal
When to use this
Use this skill when:
- A lawyer is starting a draft and wants to know whether the firm has an approved baseline for that document type.
- A partner wants to confirm which version of a standard clause the firm uses in a particular jurisdiction.
- A new associate is researching the firm's approach to a recurring legal issue (e.g., change-of-control provisions in KSA-law agreements).
- A knowledge management partner is conducting a gap analysis to identify document types not yet in the KB.
- AI-assisted drafting needs to retrieve the correct KB baseline before generating or augmenting a draft.
Always search the internal precedent library before starting from scratch or using a generic external template. The firm's KB reflects hard-won negotiating positions, jurisdiction-specific adaptations, and compliance-reviewed language.
Search dimensions
A precedent search can be run on any combination of the following parameters:
| Parameter | Examples |
|---|---|
| Document type | NDA / SPA / SHA / Employment Agreement / Engagement Letter |
| Practice area | Corporate / Dispute / Employment / IP / Real Estate / Regulatory |
| Jurisdiction(s) | UAE / KSA / DIFC / ADGM / LB / UK / FR / US |
| Governing law | UAE / English / DIFC / KSA / French |
| Language | Arabic / English / Bilingual-AR-EN |
| Matter type | Transaction / Litigation / Advisory / Regulatory |
| Keyword | Free text search on document title, clause summary, or KB description |
| Approved by | Specific partner (useful for finding the partner's preferred formulations) |
| Last reviewed | After [date] (filters for currency; avoids stale precedents) |
| Access tier | Firm-wide / Practice-area / Partner-only |
Ranking and result display
Results are returned ranked by:
- Match precision (document type + jurisdiction match = highest weight).
- Recency (last-reviewed date — more recent ranked higher).
- Usage frequency (most-used precedents ranked higher — signals firm standard).
For each result, display:
PRECEDENT MATCH — [Rank]
Document: [Title + version]
Type: [Document type]
Practice: [Practice area]
Jurisdiction: [Jurisdiction(s)]
Governing law: [Law]
Language: [Language]
Last reviewed: [Date] by [Partner ID]
Status: [Active / Under review / Superseded]
Access: [Firm-wide / Practice / Partner-only]
KB note: [1–2 sentence description of what makes this precedent notable —
e.g., "Standard SPA for minority acquisitions in KSA; includes
Sharia-compliant governing law and SAGIA approval condition"]
Location: [DMS path / link]
If a result has status Under review, surface a warning: "This precedent is currently under review and may not reflect the latest legal requirements. Confirm currency with [Practice Group Partner] before use."
If a result has status Superseded, do not return it as a primary result — return it only if requested, with a clear warning and a pointer to the successor document.
Gap detection
If the search returns no results for a document type + jurisdiction combination, surface a gap notice:
PRECEDENT GAP DETECTED
No internal precedent found for:
Document type: [Type]
Jurisdiction: [Jurisdiction]
Governing law: [Law]
Options:
1. Draft from scratch (use [[efirm-template-library-firm-branded]] if a generic
template is available).
2. Adapt nearest available precedent — closest match: [nearest result].
3. Request a new precedent be commissioned (notify KM partner).
If you draft this from scratch and the result is reusable, please submit it to
the Knowledge Base via [[efirm-knowledge-base-curation]] after partner review.
AI-assisted retrieval
When a drafting skill (e.g., [[efirm-template-library-firm-branded]] or [[efirm-engagement-letter-draft]]) invokes the precedent finder:
- The skill supplies: document type + jurisdiction + governing law.
- The finder returns the top-ranked Active match.
- The calling skill uses the returned document as its baseline.
- The KB version number and "last reviewed" date are recorded in the draft's audit trail so it is clear which baseline was used.
This ensures AI-generated drafts are always rooted in the firm's approved language, not generic output.
Access control enforcement
The finder enforces KB access tiers:
- A user with practice-area-only access cannot retrieve partner-only precedents.
- The system does not reveal the existence of partner-only documents to unauthorized users.
- Access requests for higher tiers go through the KM partner.
Maintenance integration
The precedent finder logs every search (anonymized) so the KM partner can:
- Identify high-frequency search queries that return no results (gaps to fill).
- Identify low-search precedents that may be candidates for retirement.
- Monitor whether lawyers are using approved precedents or bypassing the KB.
Related skills
- [[efirm-knowledge-base-curation]]
- [[efirm-template-library-firm-branded]]
- [[efirm-document-versioning-rule]]
- [[efirm-matter-creation-flow]]
- [[efirm-partner-review-routing]]