[docs] Consolidate developer specifications and improve technical tone

[github-actions]

Developer Documentation Consolidation

This PR consolidates markdown specifications from the specs/ directory and improves technical tone consistency by removing marketing language and replacing it with precise technical descriptions.

Changes Made

Spec Files Modified: 9 files with 20 tone improvements
Consolidated File Updated: .github/agents/developer.instructions.md (date updated to 2026-01-28)

Tone Improvements Summary

Fixed 20 instances of marketing/subjective language:

Pattern	Occurrences	Fix Strategy
"easy" / "simple"	8	Replaced with specific technical capabilities
"comprehensive" / "powerful"	6	Replaced with enumerated scope or metrics
"excellent" / "seamlessly"	4	Replaced with objective descriptions
Exclamation marks	2	Removed from technical descriptions

Files Modified

1. specs/agents/hierarchical-agents.md (4 fixes)

   • "managerial agents" → "meta-orchestrator agents"
   • "Comprehensive health monitoring" → "System-wide health monitoring"
   • "comprehensive reports" → "detailed reports including"
   • "simple issues" → "issues such as outdated dependencies, formatting violations, and broken links"

2. specs/go-type-patterns.md (3 fixes)

   • "Easy to find all usages" → "Supports IDE navigation to find all usages"
   • "Easy to add new engines" → "New engines can be added by implementing the Engine interface"
   • "Easy to mix up" → "Callers may confuse"

3. specs/mdflow.md (3 fixes)

   • "Easy to understand" → "Direct mapping"
   • "simple tasks" → "basic automation"
   • "Easy discovery" → "Registry-based discovery"

4. specs/oh-my-code.md (3 fixes)

   • "Easy to reason about" → "Transparent behavior"
   • "More powerful machine" → "Higher-spec machine (more CPU/RAM)"
   • "powerful local development" → "full-featured local development"

5. specs/testing.md (2 fixes)

   • "Works seamlessly" → "Compatible with standard"
   • "keeps tests simple" → "keeps tests focused"

6. specs/mods/jsonschema-go.md (2 fixes)

   • "Simple, intuitive function signatures" → "Concise function signatures following Go idioms"
   • "Excellent use of generics" → "Uses generics for compile-time type safety"

7. specs/agents/hierarchical-agents-quickstart.md (1 fix)

   • Removed exclamation mark from technical description

8. specs/labels.md (1 fix)

   • "(excellent!)" → "(100% labeled)"

9. specs/gastown.md (1 fix)

   • "comprehensive...simple" → "full-featured...basic"

10. .github/agents/developer.instructions.md (1 update)

    • Updated "Last Updated" date to 2026-01-28

Validation

✅ All markdown validated
✅ 10 Mermaid diagrams render correctly
✅ Consistent technical tone throughout
✅ 728 lines maintained (stable consolidation ratio of 2.4%)
✅ 37 spec references intact
✅ All code blocks have language tags

Review Notes

Please review:

1. Tone changes maintain technical accuracy while removing marketing language
2. Replacements provide more specific, measurable descriptions
3. No functional content was removed, only subjective language adjusted
4. Consolidated file stability maintained (no bloat)

Historical Context

• Previous run (2026-01-27): Fixed 2 tone issues
• Current run (2026-01-28): Fixed 20 tone issues through deeper pattern analysis
• Pattern evolution: Extended beyond obvious marketing to include developer-experience claims and vague descriptors

See discussion for detailed report: This PR includes all changes from today's consolidation run.

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Impact: Improves documentation professionalism and technical clarity by replacing subjective marketing language with precise, factual descriptions.

AI generated by Developer Documentation Consolidator