Naming Conventions — Talent Factory

Naming Conventions — Talent Factory

Maintained by: Nora · Nomenclature Specialist Last updated: 2026-03-16

General Rules

  1. Language: English only — no translations, no mixed languages
  2. No abbreviations unless universally understood (e.g., API, CI/CD, QA, CTO, TFD)
  3. Maximum length: 3-4 words per name segment (aim for clarity within brevity)
  4. Characters: Only lowercase alphanumeric and hyphens in file system names (no underscores, spaces, or special characters)
  5. Descriptive: Names should be self-explanatory — a new team member should understand what it is without reading its contents

Directory Naming

Rule Convention Example
Case kebab-case, lowercase client-services/, infrastructure-engineer/
Length 1-4 words quality/, production-lines/
Specificity Use the full descriptive name, not abbreviations nomenclature-specialist/ not nom-spec/
Department dirs Match the department name from org chart engineering/, methodology/
Role dirs Match the role name from org chart, kebab-case infrastructure-engineer/, nomenclature-specialist/
Subdirectories Describe the contents (plural when containing multiple items) standards/, processes/, decisions/

File Naming

Rule Convention Example
Case kebab-case, lowercase naming-conventions.md, role.md
Extension Always include the appropriate extension .md, .json, .yaml
Length 1-4 words (excluding extension) org-chart.md, eval-cases.md
Specificity Describe the file's purpose or content naming-conventions.md not standards.md
Canonical files Use the standard name for role artifacts role.md, agent.md, eval-cases.md, test-report.md

Role Naming

Context Convention Example
In documentation Title Case Infrastructure Engineer, Nomenclature Specialist
In directory names kebab-case, lowercase infrastructure-engineer/, nomenclature-specialist/
Persona names First letter matches role initial Ivan (Infrastructure), Nora (Nomenclature)
In org chart Title Case, with department prefix where needed Engineering > Infrastructure Engineer

Persona names are factory-internal only (TFD-0029)

Persona names (Edward, Ivan, Nora…) are an internal factory device for both factory workers and the talents the factory builds. They are not propagated to client deployments: a delivered talent is branded by function for the client (e.g. "l'agent AE STM", "agent-ea"), never given a client-facing human persona name. This follows the founding principle Factory workers ≠ Products. Example: the EA talent is Edward inside the factory; its STM deployment carries no persona name (the earlier client-side "Arnaud" is to be stripped).

Command Naming

Role-owned commands

Rule Convention Example
Case kebab-case, lowercase name-check, infra-scaffold
Prefix Role abbreviation (3-5 chars) + hyphen name- for Nomenclature, infra- for Infrastructure
Action Verb or noun describing the action -check, -review, -scaffold, -standards
File Same as command name with .md extension name-check.md, infra-scaffold.md
Location Always in .claude/commands/ .claude/commands/name-check.md

Reserved prefixes

Prefix Role
infra- Infrastructure Engineer
name- Nomenclature Specialist
request- Request lifecycle (cross-departmental workflow)
role- Role Factory (workflow)

This table grows as roles are built. Each role claims a unique prefix. Workflow prefixes (request-, role-) are cross-departmental and not owned by a single role.

Toolkit commands (cross-cutting)

General-purpose skills reusable across all agents and projects use the toolkit: colon namespace.

Rule Convention Example
Namespace toolkit: prefix (colon, not hyphen) toolkit:note-create, toolkit:auto-research
File location .claude/commands/toolkit/ subdirectory .claude/commands/toolkit/note-create.md
File naming kebab-case, 1-4 words note-create.md, auto-research.md
Source Managed in bockbr/toolkit-catalog repo Installed via /toolkit use or manual copy
Scope Not owned by any role — usable by anyone No role prefix needed

When a skill is general-purpose (not role-specific), it belongs in the toolkit namespace.

Request/Order Naming

Updated 2026-05-28 PM per TFD-0028 (slug restored on factory folders + TFD files; supersedes TFD-0026 §"no slug" rule). The ID format from TFD-0026 stands; only the folder NAMING gains a slug back.

Rule Convention Example
ID {TYPE}-{NNNN} (canonical identifier, used in frontmatter + cross-refs) RD-0008, CON-0004, MET-0008, WO-0008
Folder name {TYPE}-{NNNN}-{slug}/ (slug for human recognition) RD-0008-token-efficiency-eval/, CON-0004-stm-electrician-safety-cadenassage-process/
Slug rule [a-z0-9][a-z0-9-]*, lowercase, alphanumerics + hyphens, soft cap 60 chars derived from title: frontmatter; strip diacritics
Number Zero-padded 4-digit, per-type sequence 0001, 0008, 0042
Metadata file request.md (RD/CON/MET/INF) or order.md (WO) Lowercase
Required frontmatter id, title, dept, requestor, assignee, status, created Title and dept live here too (slug in folder name is for recognition only)
Subfolders input/, process/, output/ Lowercase
Location (R&D) departments/executive/requests/{RD-NNNN}-{slug}/ departments/executive/requests/RD-0008-token-efficiency-eval/
Location (Consulting) departments/consulting/requests/{CON-NNNN}-{slug}/ departments/consulting/requests/CON-0004-stm-electrician-safety-cadenassage-process/
Location (Methodology) departments/methodology/requests/{MET-NNNN}-{slug}/ departments/methodology/requests/MET-0008-macroscope-rendering-templates-a100-a230-a280/
Location (work orders) production-lines/orders/{WO-NNNN}-{slug}/ production-lines/orders/WO-0008-maya-conversational-kb-talent/
TFD file company/decisions/TFD-{NNNN}-{slug}.md company/decisions/TFD-0027-client-demande-hierarchy-flat-with-prefix-jira-synced.md
Notes in input/ note-{subject}.md input/note-togaf-research.md
Q&A records note-{subject}-qr.md alongside the note input/note-togaf-research-qr.md

Type catalog (TFD-026 §Type catalog):

Type Meaning Owner pattern
RD R&D evaluations (tools, patterns, ecosystem scans) Riley
CON Consulting requests (client-billable work) Philippe
MET Methodology infrastructure (frameworks, standards) Marcel / Francois / Nora
WO Work orders for digital talent production Production line
DAE Client EA deliverables EA agent
TFD Talent Factory Decisions CEO + stakeholders
CI Continuous improvement items Various

New types get their own 2-3 letter prefix on first use — never invented retroactively, never collapsed into a generic REQ. Prefix max length: 3 chars.

Department lookup: the dept: frontmatter field uses the codes below for redundancy and search. Codes no longer appear in the folder name — dept is signaled by location plus frontmatter.

Code Department
CS Client Services
ENG Engineering
EXEC Executive
ARCH IT Architecture
KM Knowledge Management
METH Methodology
OPS Operations
QA Quality Assurance
CONS Consulting
PROD Production Line

The voice-dictation contract is the test: "RD zero zero zero eight" must round-trip to RD-0008 without ambiguity. Slugs, dept codes, or prefixes longer than 3 chars break this.

Client-side artifact IDs (TFD-027)

Inside OneDrive/agent-ea/clients/<slug>/, every artifact uses {TYPE}-{NNNN} with a global sequence per type (TFD-026 compliant). These are client-side identifiers, distinct from the factory-side REQ/WO/CI catalog above.

Type Prefix Sequence Use
Initiative INIT-NNNN global across clients transformation, multi-demande business context
Demande EA DAE-NNNN global across clients (continues existing sequence) architecture work-package (full mode)
Demande PM PM-NNNN global across clients (new sequence, starts 0001) project-management work-package
Demande Ops OPS-NNNN global across clients (new sequence) run-the-business work
Demande OCM OCM-NNNN global across clients (reserved) organisational change management
Light-mode request REQ-NNNN global across clients (client-side, separate from factory REQ) quick intake before discipline is known; discipline: unclassified until classified

Rules:

  • Folder name = {ID}-{slug}/ (slug KEPT for client-side recognition; departs from TFD-026 no-slug rule which applies only to factory artifacts). Full title still in frontmatter.
  • Slug rule: [a-z0-9][a-z0-9-]* — lowercase, alphanumerics + hyphens. Concise but descriptive (DAE-0007-evaluation-systemes, INIT-0002-electrification).
  • Light-mode demande = a single {ID}-{slug}.md at the client root. Promotion to folder keeps the slug (DAE-0011-evaluation-wifi.mdDAE-0011-evaluation-wifi/).
  • Sub-demande = sister folder with parent_demande: <ID> in frontmatter — never a suffix scheme like DAE-0007-A.
  • Parent relation (parent_initiative XOR parent_capacite) is mandatory on every demande.
  • Status enum (shared across init / demande / sub-task): backlog | active | blocked | done | cancelled.
  • REQ collision: factory REQ-NNNN (in departments/) and client-side REQ-NNNN (in clients/) are separate sequences, disambiguated by location. Always qualify in cross-references.

See TFD-027 for the full hierarchy and frontmatter schemas.

TFD (Decision Record) Naming

Updated 2026-05-28 per TFD-026: file slug dropped, number zero-padded to 4 digits. Title lives in the document body.

Rule Convention Example
Format TFD-NNNN TFD-0026
Number Zero-padded 4-digit, auto-incrementing 0001, 0026
File TFD-NNNN.md TFD-0026.md
Location company/decisions/ company/decisions/TFD-0026.md
Title Lives in first H1 of the file, never in filename # TFD-0026: DAE-Style Global IDs

Production Line Naming (Phase 2+)

Rule Convention Example
Case kebab-case, lowercase customer-support-agent/
Format Describes the digital talent type produced sales-assistant/, onboarding-specialist/
Location production-lines/{line-name}/ production-lines/customer-support-agent/

Client Deliverable Naming (Phase 2+)

Rule Convention Example
Case kebab-case, lowercase acme-support-agent
Format {client-slug}-{deliverable-type} acme-support-agent, globex-onboarding-bot
No internal names Client deliverables never expose internal Talent Factory names Not tf-acme-prod-line-3

Jira Naming

Type Pattern Example
Epic [DEPT] Description — scope qualifier [QA] Quality gates — prevent escapes
Story (with ref) [REQ-NNNN] or [CI-NNNN] Verb + object [CI-0038] Adopt DAE-style global IDs across factory
Task Verb + object (plain, short) Create TOGAF adaptation guide for Enterprise Architect
Bug Fix + description Fix Mermaid diagrams in Confluence — use macro plugin

Rules:

  1. Language: English only (same as general rule #1)
  2. Max length: ~60 characters (Jira truncates around 70)
  3. Verb-first (Stories/Tasks/Bugs): Start with an action verb (Add, Analyze, Audit, Build, Complete, Create, Define, Design, Document, Enable, Enforce, Evaluate, Explore, Fix, Implement, Make, Publish, Remove, Run, Test, Update, Upgrade, Validate, Verify, Write)
  4. No numbering prefixes: No 4.1 —, 1.2 —, Epic N — patterns
  5. Department prefix on epics: Use [DEPT] bracket prefix from the department code table. After [DEPT], use a descriptive noun phrase (epics are themes, not actions)
  6. Cross-reference prefix on stories: Use [REQ-NNNN] or [CI-NNNN] in brackets when the story maps to a factory request or CI item (4-digit zero-padded per TFD-026)
  7. Em-dash for scope: Use (spaced em-dash) to separate the main title from a scope qualifier

Jira Issue Body Standards

All issues use a two-zone template: Human Zone (top, for approval) and Agent Zone (bottom, for execution), separated by ---.

Story body

Section Zone Required Format
User Story Human Yes As a {role}, I want {goal} so that {benefit}
Context Human Yes 1-3 sentences: why now, what triggered it
Scope Human Yes In/Out bullets
Acceptance Criteria Human Yes Given {x}, when {y}, then {z} — binary, testable
Definition of Done Human Yes Checklist of completion checks
Agent Context > References Agent Yes File paths, request IDs, TFDs
Agent Context > Constraints Agent Yes What to touch/not touch, patterns
Agent Context > Verification Agent Yes Commands to confirm done

Epic body

Section Zone Required
Goal Human Yes
Scope / Out of Scope Human Yes
Success Criteria Human Yes
Owner Human Yes
Agent Context > Dependencies Agent Yes

Task body

Section Zone Required
What Human Yes
Acceptance Criteria Human Yes
Definition of Done Human Yes
Agent Context (References, Constraints, Verification) Agent Yes

Bug body

Section Zone Required
Problem Human Yes
Steps to Reproduce Human Yes
Expected vs Actual Human Yes
Fix Criteria Human Yes
Agent Context (References, Constraints, Verification) Agent Yes

Source of truth

  • request.md / order.md in the repo are the source of truth
  • Jira descriptions are synced copies — same two-zone structure
  • Templates: workflows/templates/request-template.md, workflows/templates/order-template.md

EA Object Naming (Capability / Process / Business Service)

Applies to all enterprise-architecture catalogs produced for clients (LeanIX v4 model: Business Capability, Process, Business Service). Aligned with BIZBOK and ArchiMate so names are industry-standard, not invented.

Object Rule Example
Business Capability Noun / business-object phrase. Never a verb, no gerund (BIZBOK). Stable, outcome-oriented. Contract Management
Process / Value Stream Verb + object construct (APQC PCF). Describes the action performed. Manage contracts and mandates
Business Service Noun phrase, value-oriented (ArchiMate). Names the value offered, not the "how". No tool/product name (products live on the Application layer via realized-by). Electronic signature

Rules:

  1. Capability ≠ Process: capabilities are nouns (what the business can do); processes are verb-noun (how it does it). Do not mix.
  2. No product names in service/capability names: Consigno, Sage, SAP etc. belong to Application fact sheets, never the service name.
  3. One value per service: a Business Service names a single externally-visible unit of value to a consumer.
  4. Language: follow the deliverable's language (client deliverables = client language; internal = English).
  5. Sources: BIZBOK Guide (capabilities = nouns); APQC PCF (processes = verb-noun); ArchiMate (services = value noun phrase).

Reference application: DAE-0007 Transgesco business-service catalogue (out/_skeletons-executifs/04-catalogue-services-affaires-leanix.html).

Anti-patterns (Do NOT use)

Pattern Problem Correct alternative
camelCase Inconsistent with kebab-case standard kebab-case
snake_case Underscores not allowed in file system names kebab-case
UPPER_CASE Reserved for environment variables, not file names kebab-case
Abbreviations (nom-spec) Not self-descriptive nomenclature-specialist
Numbers as prefixes (01-setup) Creates ordering dependencies Use descriptive names
Generic names (utils, misc, stuff) Not descriptive Name by purpose: standards, templates
Verb in a capability name (Manage contracts) Capability ≠ process (BIZBOK) Noun: Contract Management
Tool name in a service (Consigno signing) Mixes Application into the Business layer Value noun: Electronic signature