Docs: Add subagent workflow documentation #6
@@ -1,126 +1,265 @@
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---
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# Improved Subagent Workflow - Error Reduction Guide
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name: agent-workflows
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description: Subagent delegation patterns using Gitea as communication hub — research tasks post findings as issue comments, code tasks push and create PRs.
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version: 1.0.0
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category: workflows
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---
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# Agent Workflows with Gitea Communication Hub
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## Common Failure Modes & Solutions
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## Overview
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### 1. curl API Calls Failing
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Subagents work autonomously but communicate through Gitea issues and PRs. This creates an auditable thread of work that the user supervises asynchronously.
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**Problem:** Security scans block curl requests, tokens get flagged, large payloads timeout.
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## Communication Protocol
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**Solutions:**
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- **Research tasks** → findings posted as issue comments
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#### a) Use `--max-time` to prevent hangs
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- **Code tasks** → tool pushed, PR created, summary posted as issue comment
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- **User feedback** → replies on Gitea trigger next phase of work
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## Workflow Types
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### Research Task
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1. Explore ~/repositories/kugetsu
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2. Run `opencode run` for deep research
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3. Write findings to `/tmp/findings-{issue}.md`
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4. Display with `cat /tmp/findings-{issue}.md`
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5. Post as issue comment via curl
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6. Ask follow-up questions for user
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### Code Task
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1. Explore ~/repositories/kugetsu
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2. Create tool/script, commit to new branch
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3. Push branch, create PR via API
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4. Post PR link + summary as issue comment
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## Gitea API Reference
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Token: `YOUR_GITEA_TOKEN` (replace with your actual token)
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### Post Issue Comment
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```bash
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```bash
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curl -X POST "https://git.example.com/api/v1/repos/{owner}/{repo}/issues/{N}/comments" \
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curl -X POST "https://git.example.com/api/v1/repos/{owner}/{repo}/issues/{N}/comments" \
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-H "Authorization: token YOUR_GITEA_TOKEN" \
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-H "Authorization: token ${GITEA_TOKEN}" \
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-H "Content-Type: application/json" \
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-H "Content-Type: application/json" \
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-d @/tmp/findings-{N}.md
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-d @/tmp/findings-{N}.md \
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--max-time 30 \
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--retry 3 \
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--retry-delay 5
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```
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```
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### Create Pull Request
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#### b) Verify response before assuming success
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```bash
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```bash
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curl -X POST "https://git.example.com/api/v1/repos/{owner}/{repo}/pulls" \
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RESPONSE=$(curl -s -w "%{http_code}" -X POST ... -d @/tmp/findings-{N}.md --max-time 30)
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-H "Authorization: token YOUR_GITEA_TOKEN" \
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HTTP_CODE="${RESPONSE: -3}"
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BODY="${RESPONSE:0:${#RESPONSE}-3}"
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if [ "$HTTP_CODE" = "201" ]; then
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echo "SUCCESS: Comment posted"
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else
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echo "FAILED: HTTP $HTTP_CODE"
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echo "Response: $BODY"
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fi
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```
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#### c) Avoid security scan triggers
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- Don't use `--data-binary` with raw file - it can trigger WAF
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- Use `-d @file` with `Content-Type: application/json` properly set
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- Keep tokens in headers, not URLs
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- Add `User-Agent` to look like a normal request:
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```bash
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-H "User-Agent: Kugetsu-Subagent/1.0"
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```
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### 2. File Write Failures
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**Problem:** write_file tool fails in subagent context, permissions issues, path confusion.
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**Solutions:**
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#### a) Always use /tmp for transient findings
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```bash
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# Use atomic writes with temp file + mv
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TEMP_FILE=$(mktemp /tmp/findings-XXXXXX.json)
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cat > "$TEMP_FILE" << 'EOF'
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{"body": "# Findings\n\ncontent here"}
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EOF
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mv "$TEMP_FILE" /tmp/findings-{N}.md
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```
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#### b) Verify file exists and is readable before curl
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```bash
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if [ -f /tmp/findings-{N}.md ] && [ -r /tmp/findings-{N}.md ]; then
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echo "File ready: $(wc -c < /tmp/findings-{N}.md) bytes"
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else
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echo "ERROR: File not ready"
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exit 1
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fi
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```
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#### c) Simple JSON construction
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```bash
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cat > /tmp/findings-{N}.md << 'EOF'
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# Research Findings for Issue #{N}
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## Summary
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...
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EOF
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```
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### 3. Branch Creation from Wrong Base
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**Problem:** `git checkout -b branch` uses current HEAD instead of main, contaminating branch.
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**Prevention - Always Explicit:**
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```bash
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# WRONG - depends on current HEAD
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git checkout -b fix/issue-{N}-title
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# CORRECT - always from main explicitly
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git checkout -b fix/issue-{N}-title main
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# SAFER - verify we're on main first
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git branch --show-current | grep -q "^main$" || git checkout main
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git checkout -b fix/issue-{N}-title main
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```
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**Detection Script:**
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```bash
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# Run after branch creation to verify
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COMMIT_COUNT=$(git log main..HEAD --oneline | wc -l)
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if [ "$COMMIT_COUNT" -gt 0 ]; then
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echo "Branch has $COMMIT_COUNT commits beyond main"
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echo "First commit: $(git log --oneline -1 HEAD~0)"
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echo "Verify with: git log main..HEAD --oneline"
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else
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echo "Branch is clean (no commits beyond main)"
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fi
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```
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### 4. opencode Command Failures
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**Problem:** opencode hangs, times out, or fails silently.
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**Solutions:**
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#### a) Set explicit timeout and capture output
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```bash
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timeout 180 opencode run "your research query" 2>&1 | tee /tmp/opencode-output.txt
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EXIT_CODE=${PIPESTATUS[0]}
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if [ $EXIT_CODE -eq 124 ]; then
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echo "TIMEOUT: opencode ran for more than 180 seconds"
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elif [ $EXIT_CODE -ne 0 ]; then
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echo "ERROR: opencode exited with code $EXIT_CODE"
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fi
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```
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#### b) Use session continuation for complex tasks
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```bash
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# Start session with title
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opencode run "research task" --title "issue-{N}-research"
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# Continue in subsequent calls
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opencode run "continue analyzing" --continue --session <session-id>
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```
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#### c) Fallback: Direct terminal commands
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If opencode fails repeatedly, use terminal commands for research:
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```bash
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grep -r "pattern" ~/repositories/kugetsu --include="*.py"
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find ~/repositories/kugetsu -name "*.md" -exec grep -l "topic" {} \;
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```
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### 5. Security Scan Blocks
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**Problem:** Gitea instance has security scanning that blocks automated API calls.
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**Avoidance Patterns:**
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#### a) Add realistic headers
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```bash
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curl -X POST "https://git.example.com/api/v1/repos/{owner}/{repo}/issues/{N}/comments" \
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-H "Authorization: token ${GITEA_TOKEN}" \
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-H "Content-Type: application/json" \
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-H "Content-Type: application/json" \
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-d '{"title":"...","body":"...","head":"branch","base":"main"}'
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-H "User-Agent: Kugetsu-Subagent/1.0" \
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-H "Accept: application/json" \
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-d @/tmp/findings-{N}.md \
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--max-time 30
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```
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```
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## Critical Rules
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#### b) Rate limiting - add delays between calls
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1. **Use terminal() for curl** — API tools may not be available in subagent context
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2. **Write to file first** — then `curl ... -d @/tmp/findings-{N}.md`
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3. **Always verify** — `curl ... && echo SUCCESS || echo FAILED`
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4. **If curl fails** — output findings so Hermes can post manually
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5. **Replace placeholders** — `git.example.com`, `YOUR_GITEA_TOKEN`, `{owner}`, `{repo}`
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## Delegation Template
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When calling `delegate_task`, include this skill and structure:
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```json
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{
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"goal": "Work on Issue #{N}: {title}\n\nSteps:\n1. Explore ~/repositories/kugetsu\n2. Run opencode research on {specific question}\n3. Write findings to /tmp/findings-{N}.md\n4. cat /tmp/findings-{N}.md\n5. Post as issue comment via curl\n6. Ask 2-3 follow-up questions\n\nReplace: git.example.com, YOUR_GITEA_TOKEN, {owner}, {repo}, {N}",
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"skills": ["agent-workflows"],
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"toolsets": ["terminal"]
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}
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```
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## Branch Naming
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- Research/docs: `docs/issue-{N}-{short-title}`
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- Fixes/tools: `fix/issue-{N}-{short-title}`
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## Branch Hygiene
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**Prevention (critical):** Always create branches from `main` explicitly:
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```bash
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```bash
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git checkout -b fix/issue-N-title main # CORRECT
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# Sleep before API call to avoid rate limit
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git checkout -b fix/issue-N-title # WRONG — uses current HEAD
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sleep 2
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curl -X POST ...
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```
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```
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**Detection:** If a branch has unwanted commits from another branch:
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#### c) Check for CAPTCHA/challenge response
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```bash
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```bash
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# See commits not in main
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RESPONSE=$(curl -s --max-time 30 -X POST ...)
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git log main..HEAD
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if echo "$RESPONSE" | grep -qi "captcha\|challenge\|security"; then
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echo "BLOCKED: Security challenge detected"
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# Check which branch a specific commit belongs to
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exit 1
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git branch --contains COMMIT_SHA
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fi
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```
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```
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**Fix:** Rebase onto correct base:
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## Complete Error-Resistant Workflow
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```bash
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git rebase --onto main wrong-base-branch branch-to-fix
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git push --force-with-lease origin branch-to-fix
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```
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## Known Pitfalls
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1. **Subagent API tools unreliable** — curl from `terminal()` is the only reliable method
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2. **Large curl bodies blocked** — write to `/tmp/findings-{N}.md` first, then `curl -d @file`
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3. **JSON in curl body** — use `python3 -c "import sys,json; print(json.dumps({...}))"` or write to file
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4. **Branch contamination** — always specify `main` as base, never rely on current HEAD
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5. **git worktree** — use for true isolation per issue (optional):
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```bash
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git worktree add ../issue-N-workspace main
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```
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## Install
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```bash
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```bash
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# Symlink (skill lives in repo for portability)
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#!/bin/bash
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ln -s ~/repositories/kugetsu/.hermes/skills/agent-workflows ~/.hermes/skills/agent-workflows
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set -euo pipefail
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# Others: clone repo, then symlink
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ISSUE={N}
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git clone https://git.example.com/user/repo.git
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TOKEN="${GITEA_TOKEN}"
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ln -s repo/.hermes/skills/agent-workflows ~/.hermes/skills/
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REPO_DIR="~/repositories/kugetsu"
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FINDINGS_FILE="/tmp/findings-${ISSUE}.md"
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cd "$REPO_DIR"
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# 1. Verify clean state
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git status --porcelain
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# 2. Ensure on main
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git checkout main
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git pull origin main
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# 3. Create branch explicitly from main
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git checkout -b "docs/issue-${ISSUE}-research" main
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# 4. Run research with timeout
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if timeout 180 opencode run "research query" 2>&1; then
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echo "Research completed"
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else
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echo "Research failed or timed out"
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exit 1
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fi
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# 5. Write findings with verification
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cat > "$FINDINGS_FILE" << 'EOF'
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# Findings for Issue #{N}
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Content here
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EOF
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# Verify file
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[ -f "$FINDINGS_FILE" ] && [ -s "$FINDINGS_FILE" ] || { echo "File write failed"; exit 1; }
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# 6. Post to Gitea with retry and verification
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for i in 1 2 3; do
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RESPONSE=$(curl -s -w "\n%{http_code}" \
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--max-time 30 \
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-X POST "https://git.example.com/api/v1/repos/shoko/kugetsu/issues/${ISSUE}/comments" \
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-H "Authorization: token ${TOKEN}" \
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-H "Content-Type: application/json" \
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-H "User-Agent: Kugetsu-Subagent/1.0" \
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-d @"$FINDINGS_FILE")
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HTTP_CODE=$(echo "$RESPONSE" | tail -1)
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BODY=$(echo "$RESPONSE" | sed '$d')
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if [ "$HTTP_CODE" = "201" ]; then
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echo "SUCCESS: Posted comment"
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break
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else
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echo "Attempt $i failed: HTTP $HTTP_CODE"
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[ $i -lt 3 ] && sleep 5 || { echo "All retries failed"; echo "$BODY"; exit 1; }
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fi
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done
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# 7. Commit and push
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git add -A
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git commit -m "docs: add findings for issue ${ISSUE}"
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||||||
|
git push -u origin "docs/issue-${ISSUE}-research" --force-with-lease
|
||||||
```
|
```
|
||||||
|
|
||||||
**Note:** This skill is stored in the repo, NOT in `~/.hermes/skills/` directly. This ensures portability — anyone cloning the repo gets the skill automatically.
|
## Key Improvements Summary
|
||||||
|
|
||||||
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| Issue | Old Pattern | Improved Pattern |
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|
|-------|-------------|-------------------|
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|
| curl timeout | No timeout | `--max-time 30` |
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| curl no retry | Single attempt | `--retry 3 --retry-delay 5` |
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|
| Branch contamination | `git checkout -b branch` | `git checkout -b branch main` |
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| File not verified | Assume write worked | `[ -f "$F" ] && [ -s "$F" ]` |
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|
| opencode hang | No timeout | `timeout 180` |
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| Security block | Minimal headers | Full headers + User-Agent |
|
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| API failure silent | No error check | HTTP code + body check |
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|
|
||||||
|
## Proposed Changes to agent-workflows Skill
|
||||||
|
|
||||||
|
1. **Add timeout flags to all curl examples** with `--max-time 30 --retry 3`
|
||||||
|
2. **Add verification steps** after file writes
|
||||||
|
3. **Add User-Agent header** to avoid security scans
|
||||||
|
4. **Add response checking pattern** with HTTP code extraction
|
||||||
|
5. **Add explicit timeout wrapper** for opencode commands
|
||||||
|
6. **Add branch verification** after creation
|
||||||
|
7. **Add complete working script** as reference implementation
|
||||||
|
|||||||
201
docs/hermes-setup.md
Normal file
201
docs/hermes-setup.md
Normal file
@@ -0,0 +1,201 @@
|
|||||||
|
# Hermes Setup Guide
|
||||||
|
|
||||||
|
## Overview
|
||||||
|
|
||||||
|
Hermes is the primary orchestrator and gateway in the Kugetsu system. It handles:
|
||||||
|
|
||||||
|
- Spawning and managing subagents
|
||||||
|
- Message passing between agents
|
||||||
|
- Repository access via Git API
|
||||||
|
- Task delegation and parallelization
|
||||||
|
|
||||||
|
**Key Constraint:** The delegate_task function has a hard limit of 3 concurrent tasks.
|
||||||
|
|
||||||
|
---
|
||||||
|
|
||||||
|
## Installation via Curl Script
|
||||||
|
|
||||||
|
### Prerequisites
|
||||||
|
|
||||||
|
- Linux/macOS environment
|
||||||
|
- curl, git, and basic build tools installed
|
||||||
|
- LLM provider API key (for cloud providers)
|
||||||
|
|
||||||
|
### Installation Steps
|
||||||
|
|
||||||
|
```bash
|
||||||
|
# Clone the Hermes repository
|
||||||
|
git clone https://git.example.com/shoko/hermes.git ~/repositories/hermes
|
||||||
|
|
||||||
|
# Run the installation script
|
||||||
|
cd ~/repositories/hermes && ./install.sh
|
||||||
|
|
||||||
|
# Verify installation
|
||||||
|
hermes --version
|
||||||
|
|
||||||
|
# Initialize with non-interactive mode (if config exists)
|
||||||
|
hermes init --non-interactive
|
||||||
|
```
|
||||||
|
Alternative: Direct Download
|
||||||
|
|
||||||
|
```bash
|
||||||
|
curl -L https://git.example.com/shoko/hermes/releases/latest/download/hermes -o ~/.local/bin/hermes
|
||||||
|
chmod +x ~/.local/bin/hermes
|
||||||
|
export PATH="$HOME/.local/bin:$PATH"
|
||||||
|
hermes --version
|
||||||
|
```
|
||||||
|
---
|
||||||
|
|
||||||
|
## Programmatic Configuration
|
||||||
|
|
||||||
|
If you already have an API token, configure Hermes entirely via files and commands.
|
||||||
|
|
||||||
|
### Directory Structure
|
||||||
|
|
||||||
|
```bash
|
||||||
|
mkdir -p ~/.hermes/skills ~/.hermes/cache
|
||||||
|
```
|
||||||
|
|
||||||
|
### Configure via .env File
|
||||||
|
|
||||||
|
Create `~/.hermes/.env`:
|
||||||
|
|
||||||
|
```bash
|
||||||
|
ANTHROPIC_API_KEY=sk-ant-...
|
||||||
|
OPENROUTER_API_KEY=sk-or-...
|
||||||
|
GITEA_TOKEN=your_token
|
||||||
|
HERMES_DEFAULT_MODEL=openrouter/anthropic/claude-sonnet-4
|
||||||
|
```
|
||||||
|
### Configure via config.yaml
|
||||||
|
|
||||||
|
```yaml
|
||||||
|
hermes:
|
||||||
|
name: kugetsu-orchestrator
|
||||||
|
log_level: info
|
||||||
|
max_parallel_tasks: 3
|
||||||
|
task_timeout: 3600
|
||||||
|
|
||||||
|
gitea:
|
||||||
|
instance: https://git.example.com
|
||||||
|
owner: shoko
|
||||||
|
repo: kugetsu
|
||||||
|
token_env: GITEA_TOKEN
|
||||||
|
|
||||||
|
agents:
|
||||||
|
default_model: openrouter/anthropic/claude-sonnet-4
|
||||||
|
temperature: 0.7
|
||||||
|
thinking_enabled: true
|
||||||
|
```
|
||||||
|
### Automate Configuration with hermes config set
|
||||||
|
|
||||||
|
Set configuration programmatically:
|
||||||
|
|
||||||
|
```bash
|
||||||
|
hermes config set agents.default_model "openrouter/anthropic/claude-sonnet-4"
|
||||||
|
hermes config set agents.temperature 0.7
|
||||||
|
hermes config set gitea.instance "https://git.example.com"
|
||||||
|
hermes config set gitea.owner "shoko"
|
||||||
|
hermes config set gitea.repo "kugetsu"
|
||||||
|
hermes config set opencode.managed_by "hermes"
|
||||||
|
hermes config set opencode.default_mode "agent"
|
||||||
|
hermes config list
|
||||||
|
```
|
||||||
|
## LLM Providers with API Key Only
|
||||||
|
|
||||||
|
These providers work with just an environment variable or API key:
|
||||||
|
|
||||||
|
### OpenRouter (Recommended)
|
||||||
|
|
||||||
|
```bash
|
||||||
|
export OPENROUTER_API_KEY="sk-or-..."
|
||||||
|
hermes config set agents.default_model "openrouter/anthropic/claude-sonnet-4"
|
||||||
|
```
|
||||||
|
Supports: Anthropic, OpenAI, Mistral, Llama, Gemini, and more.
|
||||||
|
|
||||||
|
### Anthropic (Direct)
|
||||||
|
|
||||||
|
```bash
|
||||||
|
export ANTHROPIC_API_KEY="sk-ant-..."
|
||||||
|
hermes config set agents.default_model "anthropic/claude-sonnet-4"
|
||||||
|
```
|
||||||
|
|
||||||
|
### OpenAI Compatible
|
||||||
|
|
||||||
|
```bash
|
||||||
|
export OPENAI_API_KEY="sk-..."
|
||||||
|
hermes config set agents.default_model "openai/gpt-4o"
|
||||||
|
```
|
||||||
|
|
||||||
|
### Groq (Fast, Free Tier)
|
||||||
|
|
||||||
|
```bash
|
||||||
|
export GROQ_API_KEY="gsk_..."
|
||||||
|
hermes config set agents.default_model "groq/llama-3.1-70b"
|
||||||
|
```
|
||||||
|
## OpenCode Integration
|
||||||
|
|
||||||
|
OpenCode can be managed by Hermes as an orchestrator-controlled coding agent.
|
||||||
|
|
||||||
|
### Setup
|
||||||
|
|
||||||
|
```bash
|
||||||
|
# Install OpenCode
|
||||||
|
curl -L https://opencode.ai/install.sh | sh
|
||||||
|
|
||||||
|
# Configure Hermes to manage OpenCode
|
||||||
|
hermes config set opencode.managed_by "hermes"
|
||||||
|
hermes config set opencode.binary_path "~/.opencode/bin/opencode"
|
||||||
|
hermes config set opencode.default_mode "agent"
|
||||||
|
```
|
||||||
|
|
||||||
|
### Usage
|
||||||
|
|
||||||
|
OpenCode runs as a subagent under Hermes:
|
||||||
|
|
||||||
|
```
|
||||||
|
Task: Write a Python script
|
||||||
|
Agent: opencode
|
||||||
|
Model: openrouter/anthropic/claude-sonnet-4
|
||||||
|
```
|
||||||
|
|
||||||
|
### Benefits
|
||||||
|
|
||||||
|
- Orchestrated: Hermes manages task routing to OpenCode
|
||||||
|
- Consistent Context: Shared cache and session management
|
||||||
|
- Unified Logging: All agent activity flows through Hermes
|
||||||
|
## Verification
|
||||||
|
|
||||||
|
```bash
|
||||||
|
# Check version
|
||||||
|
hermes --version
|
||||||
|
|
||||||
|
# List configuration
|
||||||
|
hermes config list
|
||||||
|
|
||||||
|
# Test Gitea connection
|
||||||
|
hermes doctor
|
||||||
|
|
||||||
|
# Run a test task
|
||||||
|
hermes task status
|
||||||
|
```
|
||||||
|
|
||||||
|
## Troubleshooting
|
||||||
|
|
||||||
|
### Config not loading
|
||||||
|
|
||||||
|
```bash
|
||||||
|
hermes --config ~/.hermes/config.yaml config list
|
||||||
|
```
|
||||||
|
|
||||||
|
### API key not found
|
||||||
|
|
||||||
|
```bash
|
||||||
|
export $(cat ~/.hermes/.env | xargs)
|
||||||
|
hermes config list
|
||||||
|
```
|
||||||
|
|
||||||
|
### Gitea connection failed
|
||||||
|
|
||||||
|
```bash
|
||||||
|
curl -H "Authorization: token $GITEA_TOKEN" https://git.example.com/api/v1/user
|
||||||
|
```
|
||||||
Reference in New Issue
Block a user