AI Factory Rules - Project Conventions

SkillDev tools

Add project-specific rules and conventions to the configured RULES.md artifact. Each invocation appends new rules. These rules are automatically loaded by $aif-implement before execution. Use when user says "add rule", "remember this", "convention", or "always do X".

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the AI Factory Rules - Project Conventions skill

What this skill tells your AI

The instructions your AI receives, as published by letuhao/lore-weave in .agents/skills/aif-rules/SKILL.md and read by ahel’s review.

Add short, actionable rules and conventions for the current project. Rules are saved to the configured RULES.md artifact (default: .ai-factory/RULES.md) and automatically loaded by $aif-implement before task execution.

Rules Hierarchy

AI Factory supports a three-level rules hierarchy:

  1. RULES.md - Axioms (universal project rules)

    • Managed by this skill ($aif-rules)
    • Short, flat list of hard requirements
    • Loaded by all skills
  2. rules/base.md - Project-specific base conventions

    • Created by $aif during project setup
    • Naming conventions, module boundaries, error handling patterns
    • Auto-detected from codebase analysis
  3. rules. - Area-specific conventions

    • Created by this skill (Mode C)
    • Registered in .ai-factory/config.yaml as named keys such as rules.api
    • Area-specific patterns and constraints

Priority: More specific rules win. rules.<area> > rules/base.md > RULES.md

Workflow

Step 0: Load Config

FIRST: Read .ai-factory/config.yaml if it exists to resolve:

  • Paths: paths.rules_file and paths.rules
  • Language: language.ui for prompts and summaries, language.artifacts for rules artifacts, and language.technical_terms for human-readable technical terminology in rules

If config.yaml doesn't exist, use defaults:

  • RULES.md: .ai-factory/RULES.md
  • rules/: .ai-factory/rules/
  • ui_language: en
  • artifact_language: en
  • technical_terms_policy: keep

Resolved language values:

  • ui_language = language.ui || "en"
  • artifact_language = language.artifacts || language.ui || "en"
  • technical_terms_policy = language.technical_terms || "keep"

If technical_terms_policy is not one of keep, translate, or mixed, treat it as keep. Legacy values such as english also behave like keep.

All AskUserQuestion prompts, progress updates, confirmations, and next-step guidance MUST be written in ui_language.

Generated or updated rules artifacts under paths.rules_file and paths.rules/<area>.md MUST be written in artifact_language.

Templates and examples define structure, not fixed English output. If artifact_language is not en, translate human-readable headings, notes, rule text, labels, and confirmation prose before saving. Preserve markdown structure, paths, commands, config keys such as rules.<area>, area names, code identifiers, package names, API names, and raw errors unchanged. Apply technical_terms_policy to other human-readable terminology.

Step 0.1: Load Skill Context

Read .ai-factory/skill-context/aif-rules/SKILL.md - MANDATORY if the file exists.

This file contains project-specific rules accumulated by $aif-evolve from patches, codebase conventions, and tech-stack analysis. These rules are tailored to the current project.

How to apply skill-context rules:

  • Treat them as project-level overrides for this skill's general instructions
  • When a skill-context rule conflicts with a general rule written in this SKILL.md, the skill-context rule wins (more specific context takes priority - same principle as nested CLAUDE.md files)
  • When there is no conflict, apply both: general rules from SKILL.md + project rules from skill-context
  • Do NOT ignore skill-context rules even if they seem to contradict this skill's defaults - they exist because the project's experience proved the default insufficient
  • CRITICAL: skill-context rules apply to ALL outputs of this skill - including the RULES.md format and rule formulation. If a skill-context rule says "rules MUST follow format X" or "RULES.md MUST include section Y" - you MUST comply. Generating rules that violate skill-context is a bug.

Enforcement: After generating any output artifact, verify it against all skill-context rules. If any rule is violated - fix the output before presenting it to the user.

Step 1: Determine Mode

Check $ARGUMENTS:
- Starts with "area:" or "area "? -> Mode C: Area rules
- Has text? -> Mode A: Direct add
- No arguments? -> Mode B: Interactive

Mode A: Direct Add

User provided rule text as argument:

$aif-rules Always use DTO classes instead of arrays

Skip to Step 2 with the provided text as the rule.

Mode B: Interactive

No arguments provided:

$aif-rules

Ask via AskUserQuestion:

What rule or convention would you like to add?

Examples:
- Always use DTO classes instead of arrays for data transfer
- Routes must use kebab-case
- All database queries go through repository classes
- Never use raw SQL, always use the query builder
- Log every external API call with request/response

Mode C: Area Rules

User wants to create or update area-specific rules:

$aif-rules area:api
$aif-rules area frontend

Workflow:

  1. Parse area name from argument (e.g., api, frontend, backend, database)

  2. Resolve the area file path inside the configured rules directory. Default: .ai-factory/rules/<area>.md

  3. Check if area file exists:

    Glob: <resolved rules dir>/<area>.md
    
  4. If file does NOT exist -> create it with header:

    # <Area> Rules
    
    > Area-specific conventions for <area>. Loaded after rules/base.md.
    
    ## Rules
    
    - [first rule]
    
  5. If file exists -> ask user what rule to add:

    AskUserQuestion: What rule would you like to add to <area>.md?
    
    Current rules in <area>.md:
    - [existing rule 1]
    - [existing rule 2]
    
    Options:
    1. Add new rule - specify below
    2. View full file
    3. Cancel
    
  6. Append rule using Edit at the end of the ## Rules section.

  7. Register the area in .ai-factory/config.yaml:

    • Ensure rules.<area> points to the resolved area rules file path
    • If config.yaml does not exist yet, create a minimal config scaffold using defaults plus the new rules.<area> entry
    • Preserve existing rules.base and any other named rules.<other-area> entries
  8. Confirm:

    Rule added to <resolved area rules file> and registered as `rules.<area>` in config.yaml:
    
    - [the rule]
    
    Total <area> rules: [count]
    
  9. STOP after Mode C completes.

    • Do not continue to Step 2 / Step 3 / Step 4 below.
    • Those steps apply only to top-level axioms rules in the resolved paths.rules_file artifact.
    • Area rules belong only in <resolved rules dir>/<area>.md plus the matching rules.<area> registration in config.yaml.

Common areas:

  • api - REST/GraphQL API conventions
  • frontend - UI components, state management
  • backend - Services, business logic
  • database - Queries, migrations, schemas
  • testing - Test patterns, coverage
  • security - Auth, validation, sanitization

Step 2: Read or Create RULES.md

Check if the resolved RULES.md path exists:

Glob: <resolved RULES.md path>

If file does NOT exist -> create it with the header and first rule:

# Project Rules

> Short, actionable rules and conventions for this project. Loaded automatically by $aif-implement.

## Rules

- [new rule here]

If file exists -> read it, then append the new rule at the end of the rules list.

Step 3: Write Rule

Use Edit to append the new rule as a - list item at the end of the ## Rules section.

Formatting rules:

  • Each rule is a single - line
  • Keep rules short and actionable (one sentence)
  • No categories, headers, or sub-lists - flat list only
  • No duplicates - if rule already exists (same meaning), tell user and skip
  • If user provides multiple rules at once (separated by newlines or semicolons), add each as a separate line
  • Write generated rule text in artifact_language; translate user-provided human-readable rule text when needed so the persisted artifact follows language.artifacts, while preserving stable technical tokens from Step 0.

Step 4: Confirm

Rule added to <resolved RULES.md path>:

- [the rule]

Total rules: [count]

Rules

  1. One rule per line - flat list, no nesting
  2. No categories - keep it simple, no headers inside the rules section
  3. No duplicates - check for existing rules with the same meaning before adding
  4. Actionable language - rules should be clear directives ("Always...", "Never...", "Use...", "Routes must...")
  5. RULES.md location - use the resolved paths.rules_file path (default: .ai-factory/RULES.md)
  6. Area registration - every area rules file must be mirrored in config.yaml as rules.<area>
  7. Ownership boundary - this command owns the configured RULES.md artifact and may update the rules.* subset of .ai-factory/config.yaml; other context artifacts stay read-only unless explicitly requested by the user

Signals

GitHub stars
25
Forks
2
Last commit
Sep 2026

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Catalog kind
skill
Gateway key
aif-rules-letuhao
Source
github.com/letuhao/lore-weave