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fb4bac9cf0
feat: replace agentforce-development skill with three specialized skills Replace the monolithic agentforce-development skill with three focused skills: - developing-agentforce: For creating and authoring Agentforce agents - observing-agentforce: For monitoring and debugging agents - testing-agentforce: For validating agent behavior Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
74 lines
2.6 KiB
Markdown
74 lines
2.6 KiB
Markdown
# Troubleshooting, Best Practices, and Dependencies — Reference
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## Common Issues
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| Issue | Cause | Solution |
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|-------|-------|----------|
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| Session timeout | Long-running tests | Split into smaller batches |
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| Trace not found | CLI version issue | Update to sf CLI 2.121.7+ |
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| Action mock fails | Complex inputs | Use `--use-live-actions` flag |
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| Context variables missing | Preview limitation | Use Runtime API for context tests |
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| `jq` parse error on preview output | Control characters in CLI output | Use Python `re.sub` + `json.loads` (see below). `tr` via bash pipes is unreliable -- control chars survive `echo "$VAR"` expansion. |
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### Defensive JSON Parsing
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`sf agent preview` output may contain control characters (e.g. `\x08`, `\x1b`) that break `jq` and `json.loads`. Always sanitize before parsing.
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**Use Python `re.sub`** -- this is the only reliable approach. The `tr` command via `echo "$VAR" | tr -d ...` is unreliable because bash variable expansion and `echo` can re-introduce or mangle control characters:
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```bash
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# Recommended: Python re.sub (handles all control characters reliably)
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python3 -c "
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import json, sys, re
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raw = sys.stdin.read()
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clean = re.sub(r'[\x00-\x08\x0b\x0c\x0e-\x1f]', '', raw)
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data = json.loads(clean)
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print(json.dumps(data.get('result', {}), indent=2))
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" <<< "$RESPONSE"
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```
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## Debug Mode
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Enable detailed logging for preview sessions:
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```bash
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# Enable SF CLI debug output
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export SF_LOG_LEVEL=debug
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# Run preview with verbose output (--authoring-bundle for local traces)
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sf agent preview start --authoring-bundle MyAgent -o myorg --json 2>&1 | tee /tmp/preview_debug.json
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```
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## Best Practices
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### Test Strategy
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1. **Start with smoke tests** - Basic happy path scenarios
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2. **Add edge cases** - Boundary conditions, invalid inputs
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3. **Test transitions** - Multi-turn conversations
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4. **Verify guardrails** - Off-topic and safety boundaries
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5. **Performance baseline** - Establish acceptable response times
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### Test Maintenance
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- Version test cases with agent versions
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- Update expected outputs when agent evolves
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- Archive historical test results
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- Monitor test flakiness and address root causes
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## Dependencies
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This skill uses `sf` CLI commands directly. Required tools:
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- `sf` CLI 2.121.7+ (for preview trace support)
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- `jq` (system) - JSON processing
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- `python3` - For result parsing scripts
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## Exit Codes
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| Code | Meaning | Description |
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|------|---------|-------------|
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| 0 | All tests passed | Safe to deploy |
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| 1 | Some tests failed | Review failures before deploying |
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| 2 | Critical test failure | Block deployment |
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| 3 | Test execution error | Fix test infrastructure |
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