type: report
date: 2026-02-25
Idea Hunt Team Diagnostic Report
Date: 2026-02-25
Purpose: End-to-end diagnostic of agent team creation, orchestration, and execution
Team: idea-hunters (3 agents + team lead)
1. Team Lead (Coordinator) — Exhaustive Tool Call Timeline
Phase 1: Research Existing Patterns (calls 1-6)
| # | Tool | Params | Result |
|---|
| 1 | Task (Explore subagent) | subagent_type: "Explore", model: "haiku", prompt: "Explore the ralph-hero plugin's agent definitions and team orchestration patterns..." | Returned full analysis: agent frontmatter format, tool lists, ralph-team SKILL.md structure, plugin.json manifest. 16 sub-tool-calls internally. |
| 2 | ToolSearch | query: "+github search", max_results: 5 | Loaded: mcp__github__search_repositories, mcp__github__search_code, mcp__github__search_issues, mcp__github__search_users, mcp__plugin_github_github__search_code |
| 3 | ToolSearch (parallel with #2) | query: "+github list", max_results: 5 | Loaded: mcp__github__list_commits, mcp__github__list_issues, mcp__plugin_github_github__list_branches, mcp__plugin_github_github__list_commits, mcp__plugin_github_github__list_issues |
| 4 | ToolSearch | query: "+github list pull_requests", max_results: 3 | Loaded: additional list tools (list_commits, list_issues, list_branches — mostly duplicates) |
| 5 | ToolSearch (parallel with #4) | query: "web search fetch", max_results: 3 | Loaded: WebFetch, WebSearch, mcp__github__search_repositories |
| 6a | Read (parallel) | file_path: "plugin/ralph-hero/agents/ralph-analyst.md" | Got agent frontmatter format: name, description, tools, model, color, hooks fields |
| 6b | Read (parallel with 6a) | file_path: "plugin/ralph-hero/agents/web-search-researcher.md" | Got simpler agent format: name, description, tools, model only. Full prompt structure. |
Phase 2: Read Team Skill Template (call 7)
| # | Tool | Params | Result |
|---|
| 7 | Read | file_path: "plugin/ralph-hero/skills/ralph-team/SKILL.md" | Got team skill pattern: frontmatter with description, argument-hint, model, allowed_tools, env vars (CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1), hooks (TaskCompleted, TeammateIdle, Stop). Body: natural language orchestration instructions. |
Phase 3: Create Agent Definitions & Skill (calls 8-10, parallel)
| # | Tool | Params | Result |
|---|
| 8 | Write (parallel) | file_path: "plugin/ralph-hero/agents/github-lister.md" — Full agent definition with frontmatter: name: github-lister, description, tools (Read, Glob, Grep, Bash, TaskList, TaskGet, TaskUpdate, SendMessage, 12 GitHub MCP tools, WebSearch, WebFetch), model: sonnet, color: cyan. Body: search strategies, output format, interestingness criteria. | File created |
| 9 | Write (parallel with #8) | file_path: "plugin/ralph-hero/agents/github-analyzer.md" — Full agent definition with frontmatter: name: github-analyzer, description, tools (Read, Write, Glob, Grep, Bash, TaskList, TaskGet, TaskUpdate, SendMessage, 4 GitHub MCP tools, WebSearch, WebFetch), model: sonnet, color: orange. Body: analysis angles, output format, quality bar. | File created |
| 10 | Write (parallel with #8, #9) | file_path: "plugin/ralph-hero/skills/idea-hunt/SKILL.md" — Skill definition with frontmatter: description, argument-hint, model: sonnet, allowed_tools (Read, Write, Glob, Bash, Task, TeamCreate, TeamDelete, TaskCreate, TaskList, TaskGet, TaskUpdate, SendMessage), env (CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1, CLAUDE_PLUGIN_ROOT). Body: startup, team setup, analysis phase, wrap up instructions. | File created |
Phase 4: Load Team Tools (calls 11-12)
| # | Tool | Params | Result |
|---|
| 11 | ToolSearch | query: "select:TaskCreate", max_results: 1 | Loaded TaskCreate tool |
| 12 | ToolSearch (parallel with #11) | query: "select:TeamCreate", max_results: 1 | Loaded TeamCreate tool |
Phase 5: Load SendMessage (call 13)
| # | Tool | Params | Result |
|---|
| 13 | ToolSearch | query: "select:SendMessage", max_results: 1 | Loaded SendMessage tool |
Phase 6: Create Team (call 14)
| # | Tool | Params | Result |
|---|
| 14 | TeamCreate | team_name: "idea-hunters", description: "GitHub idea hunting team - listers search, analyzers synthesize" | Created team. team_file_path: ~/.claude/teams/idea-hunters/config.json, lead_agent_id: team-lead@idea-hunters |
Phase 7: Create Tasks (calls 15-19, parallel)
| # | Tool | Params | Result |
|---|
| 15 | TaskCreate | subject: "Search: AI agent frameworks and autonomous coding tools", description: "Search GitHub for trending AI agent frameworks...", activeForm: "Searching for AI agent frameworks", metadata: {type: "search", angle: "ai-agents"} | Task #1 created |
| 16 | TaskCreate (parallel) | subject: "Search: Novel CLI tools, developer experience, and terminal UIs", description: "Search GitHub for innovative CLI tools...", activeForm: "Searching for novel CLI and DX tools", metadata: {type: "search", angle: "cli-dx"} | Task #2 created |
| 17 | TaskCreate (parallel) | subject: "Search: MCP servers, plugin systems, and extensibility patterns", description: "Search GitHub for Model Context Protocol servers...", activeForm: "Searching for MCP and plugin patterns", metadata: {type: "search", angle: "mcp-plugins"} | Task #3 created |
| 18 | TaskCreate (parallel) | subject: "Search: Emerging patterns in TypeScript, GitHub Projects automation, and workflow tools", description: "Search GitHub for emerging TypeScript patterns...", activeForm: "Searching for TS patterns and workflow tools", metadata: {type: "search", angle: "ts-workflows"} | Task #4 created |
| 19 | TaskCreate | subject: "Analyze: Synthesize all findings into ideas report", description: "After all search tasks (#1-#4) are complete, read their findings...", activeForm: "Synthesizing findings into ideas report", metadata: {type: "analysis", source_tasks: [1,2,3,4]} | Task #5 created |
Phase 8: Set Task Dependencies (call 20)
| # | Tool | Params | Result |
|---|
| 20 | ToolSearch | query: "select:TaskUpdate", max_results: 1 | Loaded TaskUpdate tool |
| 21 | TaskUpdate | taskId: "5", addBlockedBy: ["1","2","3","4"] | Task #5 now blocked by all search tasks |
Phase 9: Spawn Agents (calls 22-24, all parallel, all background)
| # | Tool | Params | Result |
|---|
| 22 | Task (parallel, background) | subagent_type: "ralph-hero:github-lister", name: "lister-alpha", team_name: "idea-hunters", run_in_background: true, prompt: "You're on the idea-hunters team. Check TaskList for search tasks. Claim one by setting yourself as owner, search GitHub thoroughly using your tools, update the task with your structured findings, then grab the next unclaimed search task. Cover as much ground as possible — we want novel, interesting, inspiring finds. Focus on things from 2025-2026 that are gaining traction or represent genuinely new approaches." | Spawned: agent_id lister-alpha@idea-hunters |
| 23 | Task (parallel with #22, background) | subagent_type: "ralph-hero:github-lister", name: "lister-beta", team_name: "idea-hunters", run_in_background: true, prompt: "You're on the idea-hunters team. Check TaskList for search tasks. Claim one by setting yourself as owner (pick one that lister-alpha hasn't claimed), search GitHub thoroughly using your tools, update the task with your structured findings, then grab the next unclaimed search task. Cover as much ground as possible — we want novel, interesting, inspiring finds. Focus on things from 2025-2026 that are gaining traction or represent genuinely new approaches." | Spawned: agent_id lister-beta@idea-hunters |
| 24 | Task (parallel with #22-23, background) | subagent_type: "ralph-hero:github-analyzer", name: "analyzer", team_name: "idea-hunters", run_in_background: true, prompt: "You're the analyzer on the idea-hunters team. Your task (#5) is blocked by search tasks #1-#4. Wait for them to complete by checking TaskList periodically. Once they're done, read all the findings from the completed tasks, then do deep analysis — fetch READMEs of the most interesting projects, look for patterns across findings, and write a synthesis report to thoughts/shared/ideas/ with today's date (2026-02-25). Be opinionated about what's genuinely interesting vs just popular. Connect dots across domains." | Spawned: agent_id analyzer@idea-hunters |
Phase 10: Monitor & Respond (calls 25-38)
| # | Tool | Trigger | Params | Result |
|---|
| 25 | (no tool call) | lister-beta teammate-message: tasks #2, #3 complete | — | Acknowledged findings |
| 26 | (no tool call) | lister-beta idle notification | — | No action |
| 27 | (no tool call) | lister-beta idle notification | — | No action |
| 28 | (no tool call) | lister-alpha teammate-message: tasks #1, #4, #5 complete | — | Noted race condition on #5 |
| 29 | TaskList | All agents reported done | (none) | All tasks cleared (empty list) |
| 30 | SendMessage (parallel, 3 calls) | User requested diagnostics | type: "message", recipient: "lister-alpha", content: "Hey — heads up, this was a test run..." | Delivered |
| 31 | SendMessage (parallel with #30) | | type: "message", recipient: "lister-beta", content: "Hey — heads up, this was a test run..." | Delivered |
| 32 | SendMessage (parallel with #30-31) | | type: "message", recipient: "analyzer", content: "Hey — heads up, this was a test run..." | Delivered |
| 33 | SendMessage | lister-alpha idle without responding | type: "message", recipient: "lister-alpha", content: "Hey lister-alpha — I sent you a diagnostic request but you went idle without responding..." | Delivered (nudge) |
| 34 | SendMessage | lister-beta idle without responding | type: "message", recipient: "lister-beta", content: "Hey lister-beta — I sent you a diagnostic request but you went idle without sending a reply..." | Delivered (nudge) |
| 35 | (no tool call) | lister-alpha sends diagnostic (66 calls) | — | Received ✓ |
| 36 | (no tool call) | lister-alpha confirms delivery | — | Acknowledged |
| 37 | (no tool call) | lister-beta sends diagnostic (56 calls) | — | Received ✓ |
| 38 | SendMessage | analyzer sent synthesis but not diagnostic | type: "message", recipient: "analyzer", content: "Thanks for the synthesis — great work. But I still need your diagnostic report..." | Delivered |
| 39 | SendMessage | analyzer idle without responding | type: "message", recipient: "analyzer", content: "Analyzer — you keep going idle without replying. You MUST use the SendMessage tool..." | Delivered (2nd nudge) |
| 40 | (no tool call) | analyzer sends diagnostic (39 calls) | — | Received ✓ |
Phase 11: Compile Report (calls 41-42)
| # | Tool | Params | Result |
|---|
| 41 | Read | file_path: "thoughts/shared/ideas/2026-02-25-idea-hunt-synthesis.md" | Read 197-line synthesis report (analyzer's final version) |
| 42 | Write | file_path: "thoughts/shared/reports/2026-02-25-idea-hunt-team-diagnostic.md" | Wrote this report |
Team Lead Summary
- 42 tool calls total (excluding this edit)
- 3 Write calls (agent definitions + skill)
- 2 Read calls (agent templates) + 1 Read (team skill) + 1 Read (synthesis file)
- 5 ToolSearch calls (loading deferred tools: TaskCreate, TeamCreate, SendMessage, TaskUpdate, + GitHub/web tools)
- 1 Task call (Explore subagent for research)
- 3 Task calls (spawning agents, all parallel + background)
- 1 TeamCreate call
- 5 TaskCreate calls (4 parallel search tasks + 1 analysis task)
- 1 TaskUpdate call (setting blockedBy)
- 1 TaskList call (checking completion)
- 7 SendMessage calls (3 initial diagnostic requests + 2 nudges to listers + 2 nudges to analyzer)
- 0 GitHub search / WebSearch / WebFetch calls (all search work delegated to agents)
2. Lister-Alpha Diagnostic
Spawn prompt: (see Step 16 above)
Tool Call Timeline: 66 calls total
Phase 0: Orientation (calls 1-3)
| # | Tool | Params | Result |
|---|
| 1 | TaskList | (none) | 5 tasks, all pending |
| 2 | ToolSearch | select:TaskGet | Loaded TaskGet |
| 3 | ToolSearch | select:TaskUpdate | Loaded TaskUpdate |
Phase 1: Claim Task #1 (calls 4-5)
| # | Tool | Params | Result |
|---|
| 4 | TaskGet | taskId: "1" | Got AI agent search task description |
| 5 | TaskUpdate | taskId: "1", status: "in_progress", owner: "agent-3" | Claimed |
Phase 2: Search — AI Agent Frameworks (calls 6-31)
Tool loading (6-7):
| # | Tool | Params | Result |
|---|
| 6 | ToolSearch | query: "web search" | Loaded WebSearch + search_code |
| 7 | ToolSearch | query: "github search repositories" | Loaded search tools |
Batch 1 — 5 parallel (8-12):
| # | Tool | Params | Result |
|---|
| 8 | search_repositories | "ai agent framework autonomous coding 2025 2026 stars:>500" | 0 items |
| 9 | search_repositories | "LLM agent orchestration tool-use function-calling stars:>200 pushed:>2025-06-01" | 0 items |
| 10 | search_repositories | "autonomous coding agent software engineering AI stars:>1000 pushed:>2025-06-01" | 0 items |
| 11 | WebSearch | "best new AI agent frameworks 2025 2026 trending GitHub autonomous coding" | Top 10 links |
| 12 | WebSearch | "novel AI agent architectures 2025 2026 multi-agent orchestration new approaches" | A2A protocol, Gartner 1445% surge |
Batch 2 — 5 parallel (13-17):
| # | Tool | Params | Result |
|---|
| 13 | search_repositories | "agent orchestration framework stars:>500 pushed:>2025-09-01 language:TypeScript" | 2 items (12-factor-agents 18.3K, Claude-Code-Workflow 1.3K) |
| 14 | search_repositories | "agent orchestration framework stars:>500 pushed:>2025-09-01 language:Python" | 7 items (CrewAI 44.6K, MS agent-framework 7.4K, etc.) |
| 15 | search_repositories | "AI coding agent terminal CLI stars:>300 pushed:>2025-06-01" | 8 items (plandex 15K, claude-squad 6.1K, emdash 2.1K, etc.) |
| 16 | WebSearch | "OpenAI Agents SDK Swarm framework GitHub 2025 2026 multi-agent" | Swarm→Agents SDK evolution |
| 17 | WebSearch | "Google A2A protocol agent-to-agent GitHub trending 2025 2026" | A2A v0.3, Linux Foundation, 50+ partners |
Batch 3 — 5 parallel (18-22):
| # | Tool | Params | Result |
|---|
| 18 | search_repositories | "agentic coding SWE-bench stars:>200 pushed:>2025-09-01" | 1 item (SE-Agent 234) |
| 19 | search_repositories | "agent memory long-term context LLM stars:>300 pushed:>2025-06-01" | 1 item (memvid 13.2K) |
| 20 | search_repositories | "computer-use browser-use GUI agent automation stars:>500 pushed:>2025-06-01" | 0 items |
| 21 | WebSearch | "ToolOrchestra NVIDIA RL training agents agentic workflows 2025" | 8B beats GPT-5 details |
| 22 | WebSearch | "12-factor-agents humanlayer principles LLM production 2025 2026" | 12 principles details |
Batch 4 — 5 parallel (23-27):
| # | Tool | Params | Result |
|---|
| 23 | search_repositories | "browser-use web agent AI automation stars:>1000 pushed:>2025-06-01" | 1 item (nanobrowser 12.3K) |
| 24 | search_repositories | "openai agents SDK production stars:>500 pushed:>2025-06-01" | 0 items |
| 25 | search_repositories | "A2A agent-to-agent protocol interoperability stars:>100 pushed:>2025-06-01" | 1 item (python-a2a 980) |
| 26 | WebSearch | "emdash generalaction agentic development environment parallel coding agents 2025" | YC W26, worktree isolation |
| 27 | WebSearch | "memvid AI agent memory layer serverless single-file RAG replacement 2025" | Smart Frames architecture |
Batch 5 — 4 parallel (28-31):
| # | Tool | Params | Result |
|---|
| 28 | search_repositories | "claude agent SDK anthropic stars:>100 pushed:>2025-06-01" | 4 items (claude-mem 31K, axonhub 2K, etc.) |
| 29 | search_repositories | "self-evolving agent reinforcement learning code fix stars:>100 pushed:>2025-06-01" | 0 items |
| 30 | WebSearch | "SE-Agent self-evolution LLM code agents trajectory MCTS SWE-bench SOTA 2025" | NeurIPS 2025, 80% SWE-bench |
| 31 | WebSearch | "claude-squad smtg-ai manage multiple AI terminal agents parallel 2025 2026" | Terminal multiplexer for AI agents |
Phase 3: Complete Task #1 (call 32)
| # | Tool | Params | Result |
|---|
| 32 | TaskUpdate | taskId: "1", status: "completed", description: [~3000 word findings] | Completed |
Phase 4: Claim Task #4 (calls 33-35)
| # | Tool | Params | Result |
|---|
| 33 | TaskList | (none) | #2 in_progress (lister-beta), #3 completed, #4 pending |
| 34 | TaskGet | taskId: "4" | Got TS/workflow task description |
| 35 | TaskUpdate | taskId: "4", status: "in_progress", owner: "agent-3" | Claimed |
Phase 5: Search — TypeScript & Workflow Tools (calls 36-53)
Batch 6 — 5 parallel (36-40):
| # | Tool | Params | Result |
|---|
| 36 | search_repositories | "GitHub Projects V2 automation bot workflow stars:>50 pushed:>2025-06-01" | 0 items |
| 37 | search_repositories | "TypeScript effect-ts zod schema validation pattern stars:>500 pushed:>2025-06-01" | 0 items |
| 38 | search_repositories | "developer productivity workflow automation issue tracking AI stars:>300 pushed:>2025-06-01" | 0 items |
| 39 | WebSearch | "GitHub Projects V2 automation tools 2025 2026 GraphQL API bots trending" | Built-in automations, MCP servers |
| 40 | WebSearch | "emerging TypeScript patterns 2025 2026 effect-ts drizzle type-safe novel approaches" | Drizzle vs Prisma, Better-T-Stack, TS7 |
Batch 7 — 5 parallel (41-45):
| # | Tool | Params | Result |
|---|
| 41 | search_repositories | "github project management automation workflow stars:>200 pushed:>2025-09-01" | 0 items |
| 42 | search_repositories | "developer workflow productivity tool 2025 TypeScript stars:>500 pushed:>2025-09-01" | 0 items |
| 43 | search_repositories | "effect-ts functional TypeScript stars:>100 pushed:>2025-06-01" | 0 items |
| 44 | WebSearch | "AI project management tool GitHub integration sprint automation 2025 2026 trending open source" | Plane 46K, Plexo, Huly, Taiga |
| 45 | WebSearch | "better-t-stack tRPC oRPC end-to-end type safety scaffolding TypeScript 2025 2026" | tRPC vs oRPC comparison |
Batch 8 — 5 parallel (46-50):
| # | Tool | Params | Result |
|---|
| 46 | search_repositories | "plane project management open source stars:>5000" | 1 item (Plane 46K) |
| 47 | search_repositories | "oRPC type-safe API TypeScript stars:>100 pushed:>2025-06-01" | 0 items |
| 48 | search_repositories | "better-t-stack scaffolding TypeScript" | 1 item (create-better-t-stack 4.9K) |
| 49 | search_repositories | "huly platform open source project management TypeScript" | 0 items |
| 50 | WebSearch | "TypeScript 7 Go rewrite compiler tsc performance 2025 2026 native speed" | 10x builds, tsgo Jan 2026 |
Batch 9 — 3 parallel (51-53):
| # | Tool | Params | Result |
|---|
| 51 | search_repositories | "github projects MCP server GraphQL stars:>10 pushed:>2025-06-01" | 0 items |
| 52 | search_repositories | "Effect-TS effect TypeScript production" | 1 item (89 stars) |
| 53 | WebSearch | "GitHub Projects V2 MCP server model context protocol automation 2025 2026" | Multiple MCP servers, MCP Registry |
Phase 6: Complete Task #4 (call 54)
| # | Tool | Params | Result |
|---|
| 54 | TaskUpdate | taskId: "4", status: "completed", description: [~2500 word findings] | Completed |
Phase 7: Claim & Execute Task #5 — Synthesis (calls 55-63)
| # | Tool | Params | Result |
|---|
| 55 | TaskList | (none) | All search tasks complete, #5 unblocked |
| 56 | TaskGet | taskId: "5" | Got synthesis task description |
| 57 | TaskUpdate | taskId: "5", status: "in_progress", owner: "agent-3" | Claimed |
| 58 | TaskGet | taskId: "2" | Read lister-beta's CLI/TUI findings |
| 59 | TaskGet | taskId: "3" | Read lister-beta's MCP/plugin findings |
| 60 | Bash | ls thoughts/shared/ideas/ | Directory does not exist |
| 61 | Bash | mkdir -p thoughts/shared/ideas | Created |
| 62 | Write | thoughts/shared/ideas/2026-02-25-idea-hunt-synthesis.md (~4000 words) | Written |
| 63 | TaskUpdate | taskId: "5", status: "completed" | Completed |
Phase 8: Notify (calls 64-66)
| # | Tool | Params | Result |
|---|
| 64 | TaskList | (none) | All complete |
| 65 | ToolSearch | select:SendMessage | Loaded |
| 66 | SendMessage | type: "message", recipient: "team-lead" | Summary delivered |
Lister-Alpha Summary
- 66 total tool calls
- 30 GitHub repository searches (10 returned 0 results — 33% miss rate)
- 12 WebSearch calls (all returned useful results — 100% hit rate)
- 9 parallel batches of 3-5 calls each
- 3 tasks completed (#1, #4, #5)
- Key behavior: Claimed the synthesis task (#5) despite being a lister, not the analyzer. Race condition with analyzer.
3. Lister-Beta Diagnostic
Spawn prompt: (see Step 17 above)
Tool Call Timeline: 56 calls total
Phase 1: Task Discovery (calls 1-8)
| # | Tool | Params | Result |
|---|
| 1 | TaskList | (none) | 5 pending tasks |
| 2 | ToolSearch | select:TaskGet | Loaded |
| 3 | ToolSearch | select:TaskUpdate | Loaded |
| 4-7 | TaskGet x4 (parallel) | taskId: "1","2","3","4" | All 4 search task descriptions |
| 8 | TaskUpdate | taskId: "3", status: "in_progress", owner: "lister-beta" | Claimed MCP/plugins task |
Phase 2: Tool Loading (calls 9-11)
| # | Tool | Params | Result |
|---|
| 9 | ToolSearch | "web search github" | Loaded search_code, search_issues, search_pull_requests |
| 10 | ToolSearch | select:mcp__plugin_github_github__search_repositories | Loaded |
| 11 | ToolSearch | select:WebSearch | Loaded |
Phase 3: Task #3 — MCP/Plugins (calls 12-33)
Round 1 — 5 parallel (12-16):
| # | Tool | Params | Result |
|---|
| 12 | search_repositories | "mcp server model context protocol stars:>100 pushed:>2025-06-01", perPage:15 | 15 results (mcp-chrome 10.5K, registry 6.5K, etc.) |
| 13 | search_repositories | "claude plugin extensibility AI tool integration stars:>50 pushed:>2025-06-01" | 0 items |
| 14 | search_repositories | "MCP server typescript 2025 NOT awesome-list stars:>30 pushed:>2025-06-01" | 0 items |
| 15 | WebSearch | "best MCP servers model context protocol 2025 2026 trending GitHub" | Top-10 lists, enterprise servers |
| 16 | WebSearch | "novel plugin systems AI coding tools extensibility patterns 2025 2026" | MCP/A2A/ACP convergence |
Round 2 — 5 parallel (17-21):
| # | Tool | Params | Result |
|---|
| 17 | search_repositories | "topic:mcp-server stars:>200 pushed:>2025-09-01 NOT awesome", perPage:20 | 20 results (n8n 176K, context7 46.9K, serena 20.7K, etc.) |
| 18 | search_repositories | "agent protocol plugin system extensibility stars:>100 pushed:>2025-06-01 language:TypeScript" | 0 items |
| 19 | WebSearch | "spec-workflow-mcp server spec-driven development AI 2025 GitHub" | spec-driven dev details |
| 20 | WebSearch | "MCP gateway aggregator server 2025 2026 novel approaches GitHub" | MicroMCP, MetaMCP, MS Gateway |
| 21 | search_repositories | "claude code plugin extension stars:>10 pushed:>2025-06-01" | 3 results (marketplace 71, extensions 17, conductor 11) |
Round 3 — 4 parallel (22-25):
| # | Tool | Params | Result |
|---|
| 22 | search_repositories | "MCP marketplace registry discovery stars:>50 pushed:>2025-06-01" | 0 items |
| 23 | search_repositories | "language server protocol AI agent coding semantic stars:>200 pushed:>2025-06-01" | 0 items |
| 24 | WebSearch | "Serena MCP server language server protocol coding agent 2025 oraios" | Serena LSP+MCP details |
| 25 | WebSearch | "Skill_Seekers convert documentation Claude skills GitHub 2025" | Auto-skill generation |
Round 4 — 4 parallel (26-29):
| # | Tool | Params | Result |
|---|
| 26 | search_repositories | "agent2agent protocol a2a google stars:>50 pushed:>2025-06-01" | 1 item (adk-mcp-a2a 52) |
| 27 | search_repositories | "MCP auth OAuth security gateway enterprise stars:>100 pushed:>2025-06-01" | 0 items |
| 28 | WebSearch | "claude-flow multi-agent orchestration swarm MCP 2025 2026" | claude-flow v3 |
| 29 | search_repositories | "MCP monitoring observability dashboard telemetry stars:>30 pushed:>2025-06-01" | 0 items |
Round 5 — 3 parallel (30-32):
| # | Tool | Params | Result |
|---|
| 30 | search_repositories | "MCP micro mcp OR mcp gateway OR mcp proxy OR mcp middleware stars:>30 pushed:>2025-06-01", perPage:10 | 10 results (n8n, dify, open-webui, etc.) |
| 31 | search_repositories | "fastapi_mcp expose API endpoints MCP server stars:>100" | 0 items |
| 32 | WebSearch | "MicroMCP micro architecture pattern single-purpose MCP servers gateway 2025" | MicroMCP architecture, 7 patterns |
Complete Task #3 (33-34):
| # | Tool | Params | Result |
|---|
| 33 | TaskUpdate | taskId: "3", status: "completed", description: [~2500 words] | Completed |
| 34 | TaskList | (none) | #4 claimed, #2 available |
Phase 4: Claim Task #2 (call 35)
| # | Tool | Params | Result |
|---|
| 35 | TaskUpdate | taskId: "2", status: "in_progress", owner: "lister-beta" | Claimed CLI/DX task |
Phase 5: Task #2 — CLI/DX (calls 36-51)
Round 1 — 5 parallel (36-40):
| # | Tool | Params | Result |
|---|
| 36 | search_repositories | "CLI tool terminal stars:>500 created:>2025-01-01 language:Rust" | 1 item (gitlogue 4.3K) |
| 37 | search_repositories | "TUI terminal user interface framework stars:>200 pushed:>2025-06-01" | 3 items (textual 34.5K, tvision 2.8K, ultraviolet 298) |
| 38 | search_repositories | "developer experience CLI tool workflow stars:>300 created:>2025-01-01 language:Go" | 0 items |
| 39 | WebSearch | "best new CLI tools 2025 2026 Rust Go developer productivity terminal" | Rust CLI roundups, Ghostty |
| 40 | WebSearch | "novel terminal UI TUI framework 2025 2026 innovative developer tools" | Textual, OpenTUI, Terminal.Gui |
Round 2 — 5 parallel (41-45):
| # | Tool | Params | Result |
|---|
| 41 | search_repositories | "Ink React terminal CLI stars:>200 pushed:>2025-06-01" | 3 items (instagram-cli 1.6K, Rezi 466, etc.) |
| 42 | search_repositories | "ratatui terminal Rust stars:>500 pushed:>2025-06-01" | 10 items (ratatui 18.7K, rainfrog 4.9K, etc.) |
| 43 | WebSearch | "gitlogue cinematic git replay terminal animation Rust 2025" | gitlogue features |
| 44 | search_repositories | "file manager terminal modern stars:>500 pushed:>2025-06-01" | 1 item (superfile 16.8K) |
| 45 | WebSearch | "charmbracelet ultraviolet bubbletea TUI Go 2025 new features" | Bubble Tea v2 |
Round 3 — 3 parallel (46-48):
| # | Tool | Params | Result |
|---|
| 46 | search_repositories | "AI terminal assistant CLI coding stars:>300 created:>2025-01-01" | 0 items |
| 47 | search_repositories | "opencode OR open code terminal AI model agnostic stars:>500" | 0 items |
| 48 | WebSearch | "Rezi TypeScript TUI near-native performance C engine terminal 2026" | Rezi Zireael C engine, 7-59x faster |
Round 4 — 2 parallel (49-50):
| # | Tool | Params | Result |
|---|
| 49 | search_repositories | "opencode OR open code terminal AI model agnostic stars:>500" | 0 items (duplicate query) |
| 50 | search_repositories | "ratzilla wasm terminal web ratatui stars:>100" | 1 item (ratzilla 1.2K) |
Complete Task #2 + notification (51-56):
| # | Tool | Params | Result |
|---|
| 51 | TaskUpdate | taskId: "2", status: "completed", description: [~2000 words] | Completed |
| 52 | TaskList | (none) | #4 in progress, #5 blocked |
| 53 | SendMessage | (wrong params — teammate_id instead of recipient) | InputValidationError |
| 54 | ToolSearch | select:SendMessage | Loaded correct schema |
| 55 | SendMessage | type: "message", recipient: "team-lead" | Success |
| 56 | TaskList | (none) | Confirmed status |
Lister-Beta Summary
- 56 total tool calls
- ~25 GitHub repository searches (10 returned 0 results — 40% miss rate)
- ~8 WebSearch calls (all useful — 100% hit rate)
- 2 tasks completed (#3, #2)
- 1 SendMessage failure (wrong param name), recovered on retry
- Key behavior: Read all 4 task descriptions upfront (parallel TaskGet) before claiming — more strategic than lister-alpha.
4. Analyzer Diagnostic
Spawn prompt: (see Step 18 above)
Tool Call Timeline: 39 calls total
Phase 1: Polling Loop (calls 1-18)
| # | Tool | Params | Result |
|---|
| 1 | TaskList | (none) | All 5 pending, #5 blocked |
| 2 | Bash | sleep 30 | Waited 30s |
| 3 | ToolSearch | select:TaskList | Redundant reload |
| 4 | TaskList | (none) | #1, #3 in_progress |
| 5 | Bash | sleep 45 | Waited 45s |
| 6 | TaskList | (none) | Same state |
| 7 | Bash | sleep 60 | Waited 60s |
| 8 | TaskList | (none) | #3 completed |
| 9 | ToolSearch | select:TaskGet | Loaded |
| 10 | TaskGet | taskId: "3" | Read MCP findings (early start) |
| 11 | Bash | sleep 60 | Waited 60s |
| 12 | TaskList | (none) | #1 completed |
| 13 | TaskGet | taskId: "1" | Read AI agent findings |
| 14 | Bash | sleep 60 | Waited 60s |
| 15 | TaskList | (none) | #2 completed, #4 in progress |
| 16 | TaskGet (parallel) | taskId: "2" and taskId: "4" | #2 findings received; #4 still in progress (no findings yet) |
| 17 | Bash | sleep 60 | Waited 60s |
| 18 | TaskList | (none) | ALL 4 complete, #5 unblocked |
Total polling time: ~4.5 minutes (30 + 45 + 60 + 60 + 60 + 60 = 315 seconds across 5 sleep calls)
Phase 2: Claim & Deep Analysis (calls 19-30)
| # | Tool | Params | Result |
|---|
| 19 | TaskGet (parallel) | taskId: "4" and taskId: "5" | #4 findings received; #5 description confirmed |
| 20 | ToolSearch | select:TaskUpdate | Loaded |
| 21 | TaskUpdate | taskId: "5", status: "in_progress", owner: "analyzer" | Claimed |
| 22 | ToolSearch | "web fetch" | Loaded WebFetch, WebSearch |
Deep-dive batch 1 — 5 parallel (23-27):
| # | Tool | Params | Result |
|---|
| 23 | WebFetch | github.com/humanlayer/12-factor-agents | All 12 factors extracted |
| 24 | WebFetch | github.com/generalaction/emdash | Architecture: worktrees, 21+ providers |
| 25 | WebFetch | github.com/oraios/serena | MCP+LSP, 30+ languages |
| 26 | WebFetch | github.com/memvid/memvid | Smart Frames, sub-5ms, Rust rewrite |
| 27 | WebFetch | github.com/Pimzino/spec-workflow-mcp | Sequential phases, web dashboard |
Deep-dive batch 2 — 3 parallel (28-30):
| # | Tool | Params | Result |
|---|
| 28 | WebFetch | github.com/NVlabs/ToolOrchestra | RL training, 8B beats GPT-5 |
| 29 | WebFetch | github.com/JARVIS-Xs/SE-Agent | Trajectory-level evolution, 80% SWE-bench |
| 30 | WebFetch | github.com/thedotmack/claude-mem | 5 hooks, AI compression, ~10x token savings |
Phase 3: Write Synthesis (calls 31-37)
| # | Tool | Params | Result |
|---|
| 31 | Bash | ls thoughts/shared/ideas/ | Empty |
| 32 | Bash | ls thoughts/shared/ | ideas, plans, reports, research, reviews |
| 33 | Write | thoughts/shared/ideas/2026-02-25-idea-hunt-synthesis.md | FAILED — "File has not been read yet" (lister-alpha already created it) |
| 34 | Bash | ls thoughts/shared/ideas/ | File already exists |
| 35 | Read | thoughts/shared/ideas/2026-02-25-idea-hunt-synthesis.md | Read lister-alpha's 131-line version |
| 36 | Write | Same path — overwrote with enhanced synthesis including deep README analysis | Success |
| 37 | TaskUpdate | taskId: "5", status: "completed" | "Task not found" — already completed by lister-alpha |
Phase 4: Notify (calls 38-39)
| # | Tool | Params | Result |
|---|
| 38 | ToolSearch | select:SendMessage | Loaded |
| 39 | SendMessage | type: "message", recipient: "team-lead" | Delivered |
Analyzer Summary
- 39 total tool calls
- 5 sleep calls totaling ~315 seconds of polling
- 8 WebFetch deep-dives (2 parallel batches) — this is the analyzer's unique value-add
- 1 Write failure due to race condition with lister-alpha
- 1 TaskUpdate failure — task already completed by lister-alpha
- Key behavior: Incrementally read findings as tasks completed (not all at once). Overwrote lister-alpha's synthesis with enhanced version including deep README analysis.
5. Aggregate Statistics
Tool Call Totals
| Agent | Total Calls | GitHub Search | WebSearch | WebFetch | TaskList | TaskGet | TaskUpdate | Bash | Write | SendMessage | ToolSearch |
|---|
| Team Lead | ~33 manual actions | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 3 (agent files) | 6 | 5 |
| Lister-Alpha | 66 | 30 | 12 | 0 | 3 | 5 | 5 | 2 | 1 | 1 | 4 |
| Lister-Beta | 56 | ~25 | ~8 | 0 | 3 | 4 | 4 | 0 | 0 | 2 (1 failed) | 4 |
| Analyzer | 39 | 0 | 0 | 8 | 6 | 6 | 2 (1 failed) | 6 (5 sleeps) | 1 (1 failed first) | 1 | 3 |
| TOTAL | ~194 | ~55 | ~20 | 8 | 13 | 15 | 12 | 8 | 5 | 10 | 16 |
GitHub Search Hit Rate
| Agent | Searches | Returned Results | Returned 0 | Hit Rate |
|---|
| Lister-Alpha | 30 | 20 | 10 | 67% |
| Lister-Beta | ~25 | ~15 | ~10 | 60% |
| Combined | ~55 | ~35 | ~20 | ~64% |
WebSearch hit rate: ~100% across all agents (all queries returned useful results).
Task Ownership & Completion
| Task | Owner | Completed By | Conflict? |
|---|
| #1 AI Agents | lister-alpha | lister-alpha | No |
| #2 CLI/DX | lister-beta | lister-beta | No |
| #3 MCP/Plugins | lister-beta | lister-beta | No |
| #4 TS/Workflows | lister-alpha | lister-alpha | No |
| #5 Synthesis | Both claimed | lister-alpha (first), analyzer (overwrote) | YES — race condition |
Timeline (approximate)
T+0:00 Team created, 5 tasks created, 3 agents spawned
T+0:30 Analyzer polls: all pending
T+1:15 Analyzer polls: #1, #3 in progress
T+2:15 Analyzer polls: same (reads #3 findings early)
T+3:15 Analyzer polls: #1 completed (reads #1 findings)
T+4:00 Lister-beta completes #3, then #2 — notifies team lead
T+4:15 Analyzer polls: #2 completed (reads #2 findings, #4 still in progress)
T+5:15 Analyzer polls: ALL complete, starts deep analysis
T+5:30 Lister-alpha completes #1, #4, then claims #5, writes synthesis, notifies team lead
T+6:00 Analyzer finishes 8 WebFetch deep-dives, tries to write — file exists
T+6:15 Analyzer reads lister-alpha's version, overwrites with enhanced version
T+6:30 Analyzer tries to complete #5 — "task not found" (already completed)
T+7:00 All agents idle, diagnostic requests sent
6. Issues & Observations
Race Condition: Task #5 (Synthesis)
Lister-alpha completed all its search tasks, saw #5 was unblocked, and claimed it — despite being a lister, not the analyzer. The analyzer was still in its polling loop. The addBlockedBy mechanism correctly blocked #5 until searches were done, but it didn't enforce role-based ownership. Both agents wrote the synthesis file; the analyzer's version (with deep README analysis) was the final one.
Root cause: No role-based task gating. Any agent can claim any unblocked task.
Potential fix: Add metadata like {assignee: "analyzer"} and check it in task claiming logic, or use explicit task assignment via owner at creation time.
Polling Overhead (Analyzer)
The analyzer spent ~315 seconds (5.25 minutes) sleeping in polling loops. This is dead time — no useful work done. The analyzer made 6 TaskList calls just to check if tasks were done.
Potential fix: Use SendMessage notifications from listers to the analyzer instead of polling. Or have the coordinator send a "go" message when all search tasks are complete.
GitHub Search Miss Rate (~36%)
About 1 in 3 GitHub repository searches returned 0 results. Combined search queries with multiple filters (stars + date + language + topic) were particularly prone to returning nothing. WebSearch was 100% effective by contrast.
Observation: GitHub's search index handles complex multi-filter queries poorly. Simpler queries with fewer filters, or the topic: prefix, worked better. WebSearch was a more reliable discovery mechanism for trending/novel projects.
SendMessage Failure (Lister-Beta)
Lister-beta's first SendMessage call failed with an InputValidationError — used teammate_id instead of recipient. Self-recovered by reloading the tool schema via ToolSearch and retrying.
Observation: Tool schema loading via ToolSearch is critical for first-use correctness. Agents that loaded the schema before first call (lister-alpha) didn't have this issue.
Idle Without Responding (All Agents)
All three agents initially went idle after receiving the diagnostic request without responding via SendMessage. Required explicit nudges explaining they must use SendMessage (not just output text). This suggests agents default to text output and need explicit instruction to use SendMessage for inter-agent communication.
Lister-Alpha Self-Identified as "agent-3"
Lister-alpha used owner: "agent-3" when claiming tasks instead of owner: "lister-alpha". This is an internal agent ID, not the human-readable name. Didn't cause functional issues but makes task ownership harder to read in the task list.
Analyzer's Incremental Reading
The analyzer started reading completed task findings before all tasks were done (read #3 at T+2:15, #1 at T+3:15). This is good behavior — it didn't waste polling time and had context ready when synthesis began.
7. Files Created During This Test
| File | Created By | Description |
|---|
plugin/ralph-hero/agents/github-lister.md | Team Lead | New agent definition |
plugin/ralph-hero/agents/github-analyzer.md | Team Lead | New agent definition |
plugin/ralph-hero/skills/idea-hunt/SKILL.md | Team Lead | New team skill definition |
thoughts/shared/ideas/2026-02-25-idea-hunt-synthesis.md | Lister-Alpha (v1), Analyzer (v2 — final) | Synthesis report, 197 lines |
thoughts/shared/reports/2026-02-25-idea-hunt-team-diagnostic.md | Team Lead | This report |
