Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in, and reading/injecting secrets for commands.
日本語の概要は準備中です。原文の説明を表示しています。
Replicate and validate a GitHub issue by spinning up Archon, analyzing the issue, and systematically testing all described symptoms using browser automation. Use when: User wants to reproduce a bug, validate a GitHub issue, confirm a reported problem, or investigate whether an issue is real before working on a fix. Triggers: "replicate issue", "reproduce issue", "validate issue", "confirm bug", "test issue", "can you reproduce", "try to replicate", "verify the bug". Capability: Checks out main, pulls latest, starts Archon, reads the GitHub issue, then uses agent-browser to systematically test every symptom and produce a findings report. NOT for: Fixing issues (use /archon or /exp-piv-loop:fix-issue), general UI testing (use /validate-ui).
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Systematically reproduce and validate a GitHub issue against the live Archon application. The goal: determine whether the reported behavior is real, identify exact reproduction steps, discover any related issues, and provide actionable fix recommendations.
Issue number: $ARGUMENTS
If $ARGUMENTS is empty, ask the user for the issue number before proceeding.
Ensure you are testing against the latest code on main so results are accurate.
cd /path/to/archon
# Stash any local changes to avoid conflicts
git stash 2>/dev/null || true
# Switch to main and pull latest
git checkout main
git pull origin main
echo "On branch: $(git branch --show-current)"
echo "Latest commit: $(git log --oneline -1)"
Free up ports 3090 (backend) and 5173 (frontend) so Archon starts cleanly.
pkill -f "bun.*dev:server" 2>/dev/null || true
pkill -f "bun.*dev:web" 2>/dev/null || true
pkill -f "bun.*packages/server" 2>/dev/null || true
pkill -f "bun.*packages/web" 2>/dev/null || true
fuser -k 3090/tcp 2>/dev/null || true
fuser -k 5173/tcp 2>/dev/null || true
sleep 2
# Verify ports are free
! fuser 3090/tcp 2>/dev/null && ! fuser 5173/tcp 2>/dev/null && echo "Ports 3090 and 5173 are free" || echo "WARNING: Ports still in use"
cd /path/to/archon
# Start both backend and frontend together
bun run dev &
sleep 8
# Verify backend is healthy
curl -s http://localhost:3090/api/health | head -c 200
echo ""
# Verify frontend is serving (port may vary if 5173 is taken)
curl -s http://localhost:5173 | head -c 100 || curl -s http://localhost:5174 | head -c 100
Note: If port 5173 is taken, Vite auto-increments (5174, 5175, etc.). Check the bun run dev output for the actual frontend port and use that throughout.
gh issue view $ARGUMENTS --json title,body,labels,comments,state
Parse the issue carefully. Extract:
Based on the issue content, create a checklist of specific things to test. For each symptom described in the issue, define:
Use the agent-browser CLI (NOT Playwright) for all browser interactions.
# 1. Navigate to the page
agent-browser open http://localhost:5173
# 2. Get interactive elements
agent-browser snapshot -i
# 3. Interact using refs from the snapshot
agent-browser click @e1
agent-browser fill @e2 "text"
# 4. Re-snapshot after navigation or DOM changes
agent-browser snapshot -i
# 5. Take screenshots at every significant point
agent-browser screenshot /tmp/issue-$ARGUMENTS-{step-name}.png
/tmp/issue-$ARGUMENTS-*.pngagent-browser wait commands for network-dependent operationsIf the issue involves workflow execution, use the REST API to trigger background workflows:
# Create a conversation
CONV_ID=$(curl -s -X POST http://localhost:3090/api/conversations \
-H "Content-Type: application/json" -d '{}' | jq -r '.conversationId')
# Trigger a workflow (archon-assist is a good general-purpose one)
curl -s -X POST http://localhost:3090/api/workflows/archon-assist/run \
-H "Content-Type: application/json" \
-d "{\"conversationId\":\"$CONV_ID\",\"message\":\"Your test message here\"}"
curl -s -X POST "http://localhost:3090/api/conversations/$CONV_ID/message" \
-H "Content-Type: application/json" \
-d '{"message":"Your test message"}'
For each symptom in the issue, record:
| Symptom | Reproduced? | Evidence | Notes |
|---|---|---|---|
| {symptom from issue} | YES / NO / PARTIAL | Screenshot path | {details} |
If the issue was reproduced, do a targeted codebase analysis:
Provide multiple fix options with trade-offs:
For each recommendation:
### Option N: {Short title}
**Approach**: {1-2 sentence description}
**Changes required**:
- {file}: {what changes}
- {file}: {what changes}
**Pros**:
- {benefit}
**Cons**:
- {drawback}
**Complexity**: Low / Medium / High
**Risk**: Low / Medium / High
Provide at least 2-3 options ranging from quick fix to comprehensive solution.
# Close the browser
agent-browser close
# Stop Archon (optional — leave running if user wants to continue testing)
# fuser -k 3090/tcp 2>/dev/null
# fuser -k 5173/tcp 2>/dev/null
Present a final summary to the user:
# Issue #$ARGUMENTS Replication Report
## Issue: {title}
**Status**: Reproduced / Not Reproduced / Partially Reproduced
**Tested on**: main @ {commit hash}
## Reproduction Summary
{2-3 sentences describing what was tested and the outcome}
## Findings
{Detailed findings with screenshot references}
## Root Cause
{If identified — what causes the bug and why}
## Related Issues Discovered
{Any additional problems found during testing}
## Recommendations
{Summary of fix options with recommended approach}
agent-browser (Vercel Agent Browser CLI), NOT Playwright/agent-browser skill if you need a command referencecurl) to distinguish UI bugs from backend bugsagent-browser closeまだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in, and reading/injecting secrets for commands.
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like "review this paper", "analyze this research", "summarize this study", or "write a peer review".
日本語の概要は準備中です。原文の説明を表示しています。
Add descriptions for new models from the HuggingFace router to chat-ui configuration. Use when new models are released on the router and need descriptions added to prod.yaml and dev.yaml. Triggers on requests like "add new model descriptions", "update models from router", "sync models", or when explicitly invoking /add-model-descriptions.
日本語の概要は準備中です。原文の説明を表示しています。
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
日本語の概要は準備中です。原文の説明を表示しています。
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
日本語の概要は準備中です。原文の説明を表示しています。
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
日本語の概要は準備中です。原文の説明を表示しています。