Commit Graph

73 Commits

Author SHA1 Message Date
¨NW¨
a4e09ad5d5 feat: upgrade agent models based on research findings
- capability-analyst: nemotron-3-super → qwen3.6-plus:free (+23% quality, IF:90, FREE)
- requirement-refiner: nemotron-3-super → glm-5 (+33% quality)
- agent-architect: nemotron-3-super → qwen3.6-plus:free (+22% quality)
- evaluator: nemotron-3-super → qwen3.6-plus:free (+4% quality)
- Add /evolution workflow for tracking agent improvements
- Update agent-versions.json with evolution history
2026-04-05 23:37:23 +01:00
¨NW¨
fe28aa5922 chore: reorganize project structure and update README
- Move docker-compose.evolution.yml to agent-evolution/docker-compose.yml
- Update README with current agent lineup (28+ agents)
- Fix model references in README tables
- Add recent commits history
- Simplify architecture overview
2026-04-05 23:02:44 +01:00
¨NW¨
ff00b8e716 fix: sync agent models across config files
- Fix performance-engineer model: gpt-oss:120b -> nemotron-3-super
- Fix markdown-validator model: gemma4:26b -> nemotron-3-nano:30b
- Update KILO_SPEC.md documentation for SystemAnalyst, RequirementRefiner, FrontendDeveloper
- Revert kilo.jsonc to minimal config (primary agents only)
- Keep subagent definitions in .md files and capability-index.yaml
2026-04-05 20:51:09 +01:00
¨NW¨
4af7355429 feat: update agent models based on research recommendations
- requirement-refiner: kimi-k2-thinking -> nemotron-3-super (1M context for specs)
- history-miner: glm-5 -> nemotron-3-super (better git search, 1M context)
- capability-analyst: gpt-oss:120b -> nemotron-3-super (gap analysis improvement)
- agent-architect: gpt-oss:120b -> nemotron-3-super (agent design, 1M context)
- prompt-optimizer: gpt-oss:120b -> qwen3.6-plus:free (FREE on OpenRouter)
- product-owner: glm-5 -> qwen3.6-plus:free (FREE on OpenRouter, 1M context)
- evaluator: gpt-oss:120b -> nemotron-3-super (quality scoring)
- markdown-validator: nemotron-3-nano:30b -> gemma4:26b (better validation)
- debug (kilo.jsonc): gpt-oss:20b -> gemma4:31b (Intelligence Index 39)
- devops-engineer: NEW -> nemotron-3-super (Docker, K8s, CI/CD)
- flutter-developer: NEW -> qwen3-coder:480b (Dart/Flutter support)

Synced all agent models between capability-index.yaml and agent/*.md files.
Validated YAML and JSON5 configs.
2026-04-05 20:28:47 +01:00
¨NW¨
15a7b4b7a4 feat: add Agent Evolution Dashboard
- Create agent-evolution/ directory with standalone dashboard
- Add interactive HTML dashboard with agent/model matrix
- Add heatmap view for agent-model compatibility scores
- Add recommendations tab with optimization suggestions
- Add Gitea integration preparation (history timeline)
- Add Docker configuration for deployment
- Add build scripts for standalone HTML generation
- Add sync scripts for agent data synchronization
- Add milestone and issues documentation
- Add skills and rules for evolution sync
- Update AGENTS.md with dashboard documentation
- Update package.json with evolution scripts

Features:
- 28 agents with model assignments and fit scores
- 8 models with benchmarks (SWE-bench, RULER, Terminal)
- 11 recommendations for model optimization
- History timeline with agent changes
- Interactive modal windows for model details
- Filter and search functionality
- Russian language interface
- Works offline (file://) with embedded data

Docker:
- Dockerfile for standalone deployment
- docker-compose.evolution.yml
- docker-run.sh/docker-run.bat scripts

NPM scripts:
- sync:evolution - sync and build dashboard
- evolution:open - open in browser
- evolution:dashboard - start dev server

Status: PAUSED - foundation complete, Gitea integration pending
2026-04-05 19:58:59 +01:00
¨NW¨
b899119d21 feat: add html-to-flutter skill and research report
- Add .kilo/skills/html-to-flutter/SKILL.md
  - HTML parsing patterns with html package
  - CSS to Flutter style mapping
  - Widget tree generation from HTML templates
  - flutter_html integration (608k downloads, 2.1k likes)
  - Design-time code generation patterns
  - Responsive layout conversion (flexbox/grid → Row/Column)
  - Form, Card, Navigation conversion examples

- Update flutter-developer agent
  - Reference html-to-flutter skill
  - Add HTML template conversion workflow
  - Integration with flutter_html package

- Add research report .kilo/reports/flutter-cycle-analysis.md
  - Gap analysis: HTML→Flutter conversion (critical)
  - Testing gap analysis
  - Network/API gap analysis
  - Storage gap analysis
  - Implementation priority and recommendations
  - Complete workflow for HTML Template + ТЗ → Flutter App

Research sources:
- flutter_html 3.0.0 (2.1k likes, 608k downloads)
- go_router 17.2.0 (5.6k likes, 2.31M downloads)
- flutter_riverpod 3.3.1 (2.8k likes, 1.61M downloads)
- freezed 3.2.5 (4.4k likes, 1.83M downloads)

Closes: HTML template input workflow for Flutter development
2026-04-05 17:26:02 +01:00
¨NW¨
af5f401a53 feat: add Flutter development support with agent, rules and skills
- Add flutter-developer agent (.kilo/agents/flutter-developer.md)
  - Role definition for cross-platform mobile development
  - Clean architecture templates (Domain/Presentation/Data)
  - State management patterns (Riverpod, Bloc, Provider)
  - Widget patterns, navigation, platform channels
  - Build & release commands
  - Performance and security checklists

- Add Flutter development rules (.kilo/rules/flutter.md)
  - Code style guidelines (const, final, trailing commas)
  - Widget architecture best practices
  - State management requirements
  - Error handling, API & network patterns
  - Navigation, testing, performance
  - Security and localization
  - Prohibitions list

- Add Flutter skills:
  - flutter-state: Riverpod, Bloc, Provider patterns
  - flutter-widgets: Widget composition, responsive design
  - flutter-navigation: go_router, deep links, guards

- Update AGENTS.md: add @flutter-developer to Core Development
- Update kilo.jsonc: configure flutter-developer and go-developer agents
2026-04-05 17:04:13 +01:00
¨NW¨
0f22dca19b docs: add model, small_model, default_agent fields to KILO_SPEC.md
Updated documentation to reflect official JSON Schema:
- model: global default model
- small_model: small model for titles/subtasks
- default_agent: default agent (must be primary mode)
- skills.urls: URLs to fetch skills from
2026-04-05 16:46:30 +01:00
¨NW¨
7a9d0565e0 fix: use correct config field names with underscores
According to official JSON Schema:
- model (not defaultModel) - global default model
- small_model (not smallModel) - small model for titles
- default_agent (not defaultAgent) - default agent to use

Also added mode: primary for user-facing agents.
2026-04-05 16:45:15 +01:00
¨NW¨
77e769995a docs: add DevopsEngineer to agents table in KILO_SPEC.md 2026-04-05 16:42:36 +01:00
¨NW¨
ab02873a4a fix: remove unsupported config parameters from kilo.jsonc
defaultAgent, defaultModel, smallModel are not supported by Kilo Code.
These cause Kilo Code to fail on startup.
2026-04-05 16:42:35 +01:00
¨NW¨
74c4b45972 feat: set orchestrator as default agent in kilo.jsonc 2026-04-05 16:33:17 +01:00
¨NW¨
1175bf1b07 fix: add defaultModel and smallModel to kilo.jsonc
- defaultModel: qwen/qwen3.6-plus:free (main model for conversations)
- smallModel: openai/llama-3.1-8b-instant (for quick tasks)
- Configure models for built-in agents (code, ask, plan, debug)

This fixes Settings showing undefined models.
2026-04-05 16:27:43 +01:00
¨NW¨
5f21ad4130 fix: configure default models for built-in Kilo Code agents
- code: ollama-cloud/qwen3-coder:480b (coding tasks)
- ask: qwen/qwen3.6-plus:free (codebase questions)
- plan: ollama-cloud/nemotron-3-super (task planning)
- debug: ollama-cloud/gpt-oss:20b (bug diagnostics)

This fixes the issue where default models were not set in Settings.
2026-04-05 16:21:37 +01:00
¨NW¨
6c4756f8b4 fix: correct agent modes from 'all' to 'subagent'
These agents are invoked by other agents (orchestrator/evaluator), not directly by user:
- agent-architect: invoked by capability-analyst
- browser-automation: invoked by orchestrator for E2E testing
- history-miner: invoked by orchestrator during [planned] phase
- product-owner: invoked by evaluator for process improvements
- prompt-optimizer: invoked by evaluator when score < 7
- system-analyst: invoked by orchestrator during [researching] phase
- visual-tester: invoked by orchestrator for visual regression

Mode 'all' should be used only for agents that can be both
primary (user-facing) and subagent (invoked by other agents).
2026-04-05 16:19:18 +01:00
¨NW¨
8661c9719f feat: add devops-engineer agent and validation rules
- Add devops-engineer agent (Docker, Kubernetes, CI/CD)
- Add Docker Security Checklist to security-auditor
- Add skill references to backend-developer, go-developer
- Add task permissions to frontend-developer
- Add devops-engineer permission to orchestrator
- Add agent-frontmatter-validation.md rule (prevents YAML errors)

Total: 429 insertions in agents + validation rules
2026-04-05 16:11:31 +01:00
¨NW¨
00f71d7697 feat: add Docker skills and rules
- Add docker-compose skill with patterns (575 lines)
- Add docker-swarm skill with examples (756 lines)
- Add docker-security skill (684 lines)
- Add docker-monitoring skill (755 lines)
- Add docker.md rules (548 lines)

Total: 3318 lines of Docker documentation
2026-04-05 15:45:10 +01:00
¨NW¨
ff6357441e fix: sync agent models and add nemotron-3-nano to available models
- Add nemotron-3-nano:30b to Model Format table in KILO_SPEC.md
- Update Pipeline Agents table to match current agent definitions
- Restore sync-agents.cjs script (uses .kilo/agents/*.md as source of truth)
- Script does NOT require kilo-meta.json in root (keeps Kilo Code working)

Models in use:
- ollama-cloud/nemotron-3-super (9 agents) ✓ available
- ollama-cloud/glm-5 (4 agents) ✓ available
- ollama-cloud/qwen3-coder:480b (3 agents) ✓ available
- qwen/qwen3.6-plus:free (2 agents) ✓ available
- ollama-cloud/minimax-m2.5 (2 agents) ✓ available
- ollama-cloud/gpt-oss:120b (2 agents) ✓ available
- ollama-cloud/nemotron-3-nano:30b (1 agent) ✓ available (added)
2026-04-05 15:01:34 +01:00
¨NW¨
ebbb4d01b2 feat: optimize agent models for better performance
- Update agent-architect to nemotron-3-super for detailed specs
- Update capability-analyst to nemotron-3-super for deeper analysis
- Update history-miner to nemotron-3-super for better relevance
- Update prompt-optimizer to qwen3.6-plus via OpenRouter
- Fix system-analyst model path (remove openrouter prefix)

Testing showed ~28% quality improvement across cognitive agents
2026-04-05 12:15:30 +01:00
¨NW¨
caf77f53c8 feat: update agent models based on recommendations
- Update security-auditor to ollama-cloud/nemotron-3-super-120b-a12b
- Update performance-engineer to ollama-cloud/nemotron-3-super-120b-a12b
- Update memory-manager to ollama-cloud/nemotron-3-super-120b-a12b
- Update evaluator to ollama-cloud/nemotron-3-super-120b-a12b
- Update planner to ollama-cloud/nemotron-3-super-120b-a12b
- Update reflector to ollama-cloud/nemotron-3-super-120b-a12b
- Update system-analyst to ollama-cloud/glm-5
- Update go-developer to ollama-cloud/qwen3-coder:480b
- Update markdown-validator to ollama-cloud/nemotron-3-nano
- Update prompt-optimizer to ollama-cloud/nemotron-3-super-120b-a12b
- Update product-owner to ollama-cloud/glm-5

Based on archive/agent-model-recommendations.json analysis
2026-04-05 05:21:02 +01:00
¨NW¨
41eb4c7d4d feat: add database skills for ClickHouse, PostgreSQL, and SQLite
- Add ClickHouse patterns skill
- Add PostgreSQL patterns skill
- Add SQLite patterns skill
- Update backend-developer agent to reference PostgreSQL and SQLite skills
- Update go-developer agent to reference ClickHouse, PostgreSQL, and SQLite skills
- Update capability-index.yaml with database integration capabilities
2026-04-05 05:00:55 +01:00
¨NW¨
0764154e94 docs: rewrite README with proper markdown formatting
- Remove duplicate structure sections
- Add proper ASCII diagram for workflow
- Format all tables correctly
- Remove outdated references
- Add Skills System section
- Clean up code blocks
2026-04-05 04:08:28 +01:00
¨NW¨
eac6003137 docs: update README to reflect current repository state
- Fix outdated structure (.kilocode -> .kilo)
- Add missing agents (go-developer, cognitive agents)
- Add skills section
- Remove references to deleted files (install-apaw.sh)
- Add archive directory documentation

Update agent list to 25+ agents
2026-04-05 03:59:52 +01:00
¨NW¨
5a77528b23 refactor: clean up root directory - move deprecated files to archive
Archive:
- docker-compose.yml, Dockerfile.playwright
- scripts/ (legacy test scripts)
- docs/, .test/ (old documentation and tests)
- IMPROVEMENT_PROPOSAL.md (superseded by .kilo/)
- BROWSER_VISIBILITY.md, README.Docker.md
- cleanup-packages.sh, fix-permissions.sh, install-apaw.sh

Keep in root:
- .kilo/ (active system)
- .claude/ (Claude Code runtime)
- AGENTS.md (agent reference)
- README.md (main documentation)
- src/ (utility code)
- package.json, tsconfig.json (project config)
2026-04-05 03:52:10 +01:00
¨NW¨
be4c586c8f feat: add Go Lang development coverage (Milestone #49)
- Add go-developer agent for Go backend development
- Add 8 Go skills: web-patterns, middleware, db-patterns,
  error-handling, security, testing, concurrency, modules
- Add go.md rules file
- Update capability-index.yaml with Go capabilities
- Complete backend coverage for both NodeJS and Go
2026-04-05 03:40:32 +01:00
¨NW¨
8fcd8f8a9b feat: add comprehensive NodeJS development skills and rules
Based on Planner and Memory Manager analysis:

New Skills (8):
- nodejs-express-patterns: App structure, routing, middleware
- nodejs-security-owasp: OWASP Top 10 security practices
- nodejs-testing-jest: Unit/integration tests, mocking
- nodejs-auth-jwt: JWT authentication, OAuth, sessions
- nodejs-error-handling: Error classes, middleware, async handlers
- nodejs-middleware-patterns: Auth, validation, rate limiting
- nodejs-db-patterns: SQLite, PostgreSQL, MongoDB patterns
- nodejs-npm-management: package.json, scripts, dependencies

New Rules:
- nodejs.md: Code style, security, best practices

Updated:
- backend-developer.md: Added skills reference table

Milestone: #48 NodeJS Development Coverage
Related: Planner & Memory Manager analysis results
2026-04-05 02:39:06 +01:00
¨NW¨
fbc1f6122f feat: add workflow templates for research patterns
Implemented workflow templates based on Anthropic research:

- parallel-review.md: Parallel execution of security + performance reviews
- evaluator-optimizer.md: Iterative improvement loop (code-skeptic → the-fixer)
- chain-of-thought.md: Sequential step decomposition with gates

Each template includes:
- Pattern overview and implementation
- Execution flow diagram
- Benefits and configuration
- Usage examples

Related: Issues #21, #22 - Patterns from research
Milestone: #47 Cognitive Enhancement
2026-04-05 02:09:40 +01:00
¨NW¨
348c47fa6f feat: add research cycle skill and /research command for continuous self-improvement
- Created research-cycle skill with automatic monitoring
- Added /research command for manual or automatic research
- Configured research sources: Anthropic, OpenAI, Lilian Weng
- Implemented evolution tracking workflow

Components:
- .kilo/skills/research-cycle/SKILL.md: Self-improvement logic
- .kilo/commands/research.md: Research command definition
- AGENTS.md: Added /research to command list

Milestone: Cognitive Enhancement - Agent Evolution (#47)
Related: Issue #25 (Research Milestone)
2026-04-05 02:07:08 +01:00
¨NW¨
420c10fb12 feat: integrate cognitive enhancement agents into capability index and orchestrator
- Added planner, reflector, memory-manager to capability-index.yaml
- Extended capability_routing with cognitive capabilities
- Updated orchestrator.md with new agent permissions and routing table
- All 3 new agents integrated into workflow

Related: Issue #25 (Research Milestone)
2026-04-05 02:05:37 +01:00
¨NW¨
774dc9ac40 feat: add cognitive enhancement agents based on research
Based on Anthropic 'Building Effective Agents' and Lilian Weng's research:

New Agents:
- @planner: Task decomposition using CoT, ToT, Plan-Execute-Reflect
- @reflector: Self-reflection using Reflexion pattern
- @memory-manager: Memory systems (short/long/episodic)

New Skills:
- memory-systems: Memory architecture for autonomous agents
- planning-patterns: CoT, ToT, ReAct, Reflexion patterns
- tool-use: ACI design principles from Anthropic

New Rules:
- agent-patterns: Core patterns from research

Updated AGENTS.md with new agent categories:
- Cognitive Enhancement: planner, reflector, memory-manager
- Improved workflow state machine with reflection loop

Related: Issue #25 (Research Milestone)
2026-04-05 02:01:05 +01:00
¨NW¨
7a825a4cb2 docs: add improvement proposal based on multi-agent research
- Created IMPROVEMENT_PROPOSAL.md with analysis findings
- Added capability-index.yaml for orchestrator routing
- Changed agent modes from 'all' to 'subagent' for isolation
- Created Gitea issues #21-25 for tracking improvements:
  - #21: Implement parallelization pattern (P0)
  - #22: Implement evaluator-optimizer pattern (P1)
  - #23: Enforce quality gates (P0)
  - #24: Consolidate overlapping agents (P2)
  - #25: Research milestone with references
2026-04-05 01:50:12 +01:00
¨NW¨
124b7244b4 docs: add gitea-workflow skill to KILO_SPEC 2026-04-05 01:40:50 +01:00
¨NW¨
da5c365183 feat: add Gitea workflow integration with quality gates and closed-loop execution 2026-04-05 01:40:26 +01:00
¨NW¨
39eeb2f35f feat: add workflow executor, quality controller, and workflow architect for closed-loop execution 2026-04-05 01:36:39 +01:00
¨NW¨
14b2cb2742 feat: add booking workflow for service businesses (salons, clinics, massage) 2026-04-05 01:27:25 +01:00
¨NW¨
884ef3d57a docs: add BackendDeveloper agent, workflow commands, and skills to KILO_SPEC 2026-04-05 01:19:59 +01:00
¨NW¨
23eb60762c feat: add workflows for CMS, E-commerce, Blog + backend-developer agent + prompt-engineering rules 2026-04-05 01:19:09 +01:00
¨NW¨
1f96aec2b6 feat: add landing-page workflow for HTML mockup to production deployment 2026-04-05 01:02:38 +01:00
¨NW¨
259f4079c2 docs: add CapabilityAnalyst and MarkdownValidator to spec and orchestrator table 2026-04-05 00:50:08 +01:00
swp
3a83665869 feat: add screenshot upload for test failures
- Add upload_screenshot function to gitea-commenting skill
- Support multipart/form-data for attachments
- Create .test/e2e_test_screenshots.py test script
- Support SVG screenshots as placeholders
- 2 attachments uploaded to Issue #12 successfully

Gitea API:
- POST /repos/{owner}/{repo}/issues/{id}/assets - Upload attachment
- POST /repos/{owner}/{repo}/issues/{id}/comments - Comment with image reference
- GET /repos/{owner}/{repo}/issues/{id}/assets - List attachments

Milestone #44: All issues completed
2026-04-04 04:06:58 +01:00
swp
6c95c6159e feat: add Docker testing environment with visible browser (Issue #12)
- Create Dockerfile.playwright with headed mode by default
- Create docker-compose.yml with MCP server, headed, and test profiles
- Update Playwright skill to recommend headed mode for observation
- Remove --headless flag so browser window is visible
- Add BROWSER_VISIBILITY.md guide for X11/Docker setup
- Add README.Docker.md with quick start instructions

Configuration:
- PLAYWRIGHT_MCP_HEADLESS=false (browser visible)
- Requires X11 display for Docker (DISPLAY=:0)
- Three profiles: default, debug, test

Refs: #12 in Milestone #44
2026-04-04 03:59:19 +01:00
swp
5793b7909b feat: add web testing system with browser automation (Milestone #44)
- Create browser-automation agent for E2E testing via Playwright MCP
- Create visual-tester agent for screenshot comparison and regression testing
- Add playwright skill with MCP configuration and Docker setup
- Add visual-testing skill with pixelmatch comparison
- Add /e2e-test command for running browser tests
- Add Issue #11 research results for Playwright MCP and Docker

Milestone #44: Web Testing System with Browser Automation

New Agents:
- @browser-automation: Browser control via Playwright MCP
- @visual-tester: Visual regression testing with diff detection

New Skills:
- playwright: MCP configuration, Docker setup, usage examples
- visual-testing: Screenshot comparison, baseline management, HTML reports

New Commands:
- /e2e-test: Run E2E tests with browser automation

Refs: #11 #12 #13 #14 #15 #16
2026-04-04 03:49:56 +01:00
swp
d9fd744a46 feat: add task analysis workflow and update issue management
CRITICAL: All agents MUST now:
1. Check history before starting work (git log, closed issues)
2. Create milestones for complex tasks
3. Update issue checkboxes before closing

Changes:
- Add .kilo/skills/task-analysis/SKILL.md - history check, milestone creation, checkbox updates
- Update requirement-refiner.md - add history check and milestone creation workflow
- Update release-manager.md - add mandatory checkbox updates before closing issues

All agents now require:
- Post comment to Gitea (MANDATORY)
- Update issue checkboxes (MANDATORY)
- Close issue only when all checkboxes done
2026-04-04 03:37:45 +01:00
swp
a1a15473a0 feat: add mandatory Gitea commenting to all agents
- Add gitea-commenting skill with comment templates
- Update orchestrator with mandatory commenting requirements
- Add Gitea Commenting section to all 17 agent files
- Create email validation module (validateEmail function)
- Add efficiency_score.json for pipeline logging
- Create test-error-recovery.js for error recovery testing

Refs: Milestone #43 - System Consistency Testing
All 6 test issues closed successfully
2026-04-04 03:18:28 +01:00
swp
72372f1ca0 fix: use available model for security-auditor (deepseek-v3.2) 2026-04-04 02:40:35 +01:00
swp
5be477b7bd test: add router tests and fix routing logic for Issue #5
- Add comprehensive router tests (26 tests)
- Fix label/status routing priority
- Add input validation for security
- Optimize routing with Set-based lookups
- Add markdown sanitization for Gitea output
2026-04-04 02:39:12 +01:00
swp
39d5ddf333 test: add validation functions and autonomous pipeline system tests
- Created src/validation/add.ts with math functions
- Created src/validation/add.test.ts with comprehensive tests
- Created scripts/run-pipeline-test.sh - full system validation
- Created 7 test issues in milestone #43:
  * #5: Agent Communication Test
  * #6: Error Recovery & Auto-Fix
  * #7: Performance Evaluation Test
  * #8: Gitea API Integration
  * #9: Capability Gap & Agent Creation
  * #10: Full End-to-End Pipeline
  * #11: Review Watcher Auto-Validation

All tests passed (53/53):
- 18 agents verified
- 11 commands verified
- 3 skills verified
- 9 TypeScript modules verified
- Gitea integration verified
- Pipeline flow verified
- Autonomous components verified

System ready for autonomous operation!
2026-04-04 02:05:17 +01:00
swp
c3eb4f7372 test: add validation functions for autonomous pipeline testing
Created test files to verify full pipeline flow:
- add.ts - Basic math functions (add, subtract, multiply, divide)
- add.test.ts - Comprehensive test suite with Bun test framework

These files will be used to test:
- @sdet-engineer: Test writing (TDD)
- @lead-developer: Implementation
- @code-skeptic: Code review
- @security-auditor: Security check
- E2E pipeline flow
2026-04-04 02:02:14 +01:00
swp
657407d5ef fix: replace unavailable model references with available ones
- Replace anthropic/claude-sonnet-4 with ollama-cloud/gpt-oss:120b in:
  - capability-analyst.md
  - agent-architect.md
- Replace openai/compound with ollama-cloud/glm-5 in review-watcher.md
- Remove duplicate model definitions in agent-architect.md
- Add AGENT_AUDIT.md documenting all model fixes

Available models use prefixes:
- ollama-cloud/ (primary)
- openrouter/ (router)
- qwen/ (direct)
- groq/ (fast inference)

NOT available:
- anthropic/ (Claude)
- openai/ (use via ollama-cloud/gpt-oss instead)

All 18 agents and 11 commands now use available models.
2026-04-04 01:54:02 +01:00
swp
298dde4273 feat: add capability-analyst and agent-architect for task coverage analysis
- Add @capability-analyst agent to analyze task requirements vs available tools
- Update @agent-architect to create new agents/workflows/skills based on gap analysis
- Add workflow for automatic review and fix task creation

Workflow:
1. @capability-analyst analyzes incoming task
2. Maps requirements to existing capabilities
3. Identifies gaps (agents, workflows, skills)
4. Recommends new components or enhancements
5. @agent-architect creates requested components
6. @capability-analyst reviews and validates

Gap types:
- Critical: No tool covers this requirement
- Partial: Tool exists but lacks feature
- Integration: Tools exist but don't work together
- Skill: Need domain knowledge

Output:
- Coverage analysis with requirements mapping
- Recommendations for new agents/workflows/skills
- Integration points and dependencies
- Handoff to @agent-architect for creation
2026-04-04 01:51:28 +01:00