---
id: daily-insforge-debug
name: "insforge-debug"
url: https://skills.yangsir.net/skill/daily-insforge-debug
author: insforge
domain: ai-system-observability-sre
tags: ["debugging", "diagnostics", "devops", "troubleshooting", "log-analysis"]
install_count: 6100
rating: 4.40 (20 reviews)
github: https://github.com/insforge/agent-skills
---

# insforge-debug

> 诊断InsForge项目问题，从前端SDK错误到后端基础设施故障，运行命令定位问题并输出日志

**Stats**: 6,100 installs · 4.4/5 (20 reviews)

## Before / After 对比

### 项目故障诊断

**Before**:

手动检查各个服务状态，分散查看日志文件和错误信息，猜测可能的问题点反复测试，一个故障排查需要1-2小时

**After**:

一键运行诊断命令收集所有日志和状态，自动关联错误和事件，5分钟定位故障根因并生成详细诊断报告

| Metric | Before | After | Change |
|---|---|---|---|
| 故障定位时间 | 90分钟 | 5分钟 | -94% |

## Readme

# insforge-debug

# InsForge Debug

Diagnose problems in InsForge projects — from frontend SDK errors to backend infrastructure issues. This skill helps you **locate** problems by running the right commands and surfacing logs/status. It does NOT suggest fixes; hand the diagnostic output to the developer or their agent for repair decisions.

**Always use `npx @insforge/cli`** — never install the CLI globally.

## Quick Triage

Match the symptom to a scenario, then follow that scenario's steps.

Symptom
Scenario

SDK returns `{ data: null, error: {...} }`
[#1 SDK Error](#scenario-1-sdk-returns-error-object)

HTTP 400 / 401 / 403 / 404 / 429 / 500
[#2 HTTP Status Code](#scenario-2-http-status-code-anomaly)

Function throws or times out
[#3 Edge Function Failure](#scenario-3-edge-function-execution-failuretimeout)

Query slow or hangs
[#4 Database Slow](#scenario-4-database-query-slow-or-unresponsive)

Login fails / token expired / RLS denied
[#5 Auth Failure](#scenario-5-authenticationauthorization-failure)

Channel won't connect / messages missing
[#6 Realtime Issues](#scenario-6-realtime-channel-issues)

High CPU/memory, all responses slow
[#7 Backend Performance](#scenario-7-backend-performance-degradation)

`functions deploy` fails
[#8 Function Deploy](#scenario-8-edge-function-deploy-failure)

`deployments deploy` fails / Vercel error
[#9 Frontend Deploy](#scenario-9-frontend-vercel-deploy-failure)

## Scenario 1: SDK Returns Error Object

**Symptoms**: SDK call returns `{ data: null, error: { code, message, details } }`. PostgREST error codes like `PGRST301`, `PGRST204`, etc.

**Steps**:

- Read the error object — extract `code`, `message`, `details` from the SDK response.

- Check aggregated error logs to find matching backend errors:

```
npx @insforge/cli diagnose logs

```

- Based on the error code prefix, drill into the relevant log source:

Error pattern
Log source
Command

`PGRST*` (PostgREST)
postgREST.logs
`npx @insforge/cli logs postgREST.logs --limit 50`

Database/SQL errors
postgres.logs
`npx @insforge/cli logs postgres.logs --limit 50`

Generic 500 / server error
insforge.logs
`npx @insforge/cli logs insforge.logs --limit 50`

- If the error is DB-related, check database health for additional context:

```
npx @insforge/cli diagnose db --check connections,locks,slow-queries

```

**Information gathered**: Error code, backend log entries around the error timestamp, database health status.

## Scenario 2: HTTP Status Code Anomaly

**Symptoms**: API calls return 400, 401, 403, 404, 429, or 500.

**Steps**:

- Identify the status code from the response.

- Follow the path for that status code:

Status
What to check
Command

400
Request payload/params malformed
`npx @insforge/cli logs postgREST.logs --limit 50`

401
Auth token missing or expired
`npx @insforge/cli logs insforge.logs --limit 50`

403
RLS policy or permission denied
`npx @insforge/cli logs insforge.logs --limit 50`

404
Endpoint or resource doesn't exist
`npx @insforge/cli metadata --json`

429
Rate limit hit — **no backend logs recorded**
See 429 note below

500
Server-side error
`npx @insforge/cli diagnose logs`

- For 500 errors, also check aggregate error logs across all sources:

```
npx @insforge/cli diagnose logs

```

- **429 Rate Limit**: The backend does not log 429 responses and does not return `Retry-After` or `X-RateLimit-*` headers. Checking logs will not help. Instead:

Review client code for high-frequency request patterns: loops without throttling, missing debounce, retry without exponential backoff, or parallel calls that could be batched.

- Check overall backend load to see if the system is under heavy traffic:

```
npx @insforge/cli diagnose metrics --range 1h

```

- A 429 status confirms the request was rate-limited. The fix is always on the client side: reduce request frequency, add backoff/debounce, or batch operations.

**Information gathered**: Status code context, relevant log entries, request/response details from logs. For 429: client-side request patterns and backend load metrics.

## Scenario 3: Edge Function Execution Failure/Timeout

**Symptoms**: `functions invoke` returns error, function times out, or throws runtime exception.

**Steps**:

- Check function execution logs:

```
npx @insforge/cli logs function.logs --limit 50

```

- Verify the function exists and is active:

```
npx @insforge/cli functions list

```

- Inspect the function source for obvious issues:

```
npx @insforge/cli functions code <slug>

```

**Information gathered**: Function runtime errors, function status, source code, EC2 resource metrics.

## Scenario 4: Database Query Slow or Unresponsive

**Symptoms**: Queries take too long, hang indefinitely, or connection pool is exhausted.

**Steps**:

- Check database health — slow queries, active connections, locks:

```
npx @insforge/cli diagnose db --check slow-queries,connections,locks

```

- Check postgres logs for query errors or warnings:

```
npx @insforge/cli logs postgres.logs --limit 50

```

- Check index usage and table bloat:

```
npx @insforge/cli diagnose db --check index-usage,bloat,cache-hit,size

```

- If the whole system feels slow, check EC2 instance metrics:

```
npx @insforge/cli diagnose metrics --range 1h

```

**Information gathered**: Slow query details, connection pool state, lock contention, index efficiency, table bloat, cache hit ratio, EC2 resource usage.

## Scenario 5: Authentication/Authorization Failure

**Symptoms**: Login fails, signup errors, token expired, OAuth callback error, RLS policy denies access.

**Steps**:

- Check insforge.logs for auth-related errors (login failures, token issues, OAuth errors):

```
npx @insforge/cli logs insforge.logs --limit 50

```

- Check postgREST.logs for RLS policy violations:

```
npx @insforge/cli logs postgREST.logs --limit 50

```

- Verify the project's auth configuration:

```
npx @insforge/cli metadata --json

```

- If RLS suspected, inspect current policies:

```
npx @insforge/cli db policies

```

**Information gathered**: Auth error details, RLS violation logs, auth configuration state, active RLS policies.

## Scenario 6: Realtime Channel Issues

**Symptoms**: WebSocket won't connect, channel subscription fails, messages not received or lost.

**Steps**:

- Check insforge.logs for realtime/WebSocket errors:

```
npx @insforge/cli logs insforge.logs --limit 50

```

- Verify the channel pattern exists and is enabled:

```
npx @insforge/cli db query "SELECT pattern, description, enabled FROM realtime.channels"

```

- If access is restricted, check RLS on realtime tables:

```
npx @insforge/cli db policies

```

- If the issue is widespread (all channels affected), check overall backend health:

```
npx @insforge/cli diagnose

```

**Information gathered**: WebSocket error logs, channel configuration, realtime RLS policies, overall backend health.

## Scenario 7: Backend Performance Degradation

**Symptoms**: All responses slow, high latency, intermittent failures across the board.

**Steps**:

- Check EC2 instance metrics — CPU, memory, disk, network:

```
npx @insforge/cli diagnose metrics --range 1h

```

- Check database health (often the bottleneck):

```
npx @insforge/cli diagnose db

```

- Check aggregate error logs:

```
npx @insforge/cli diagnose logs

```

- Check advisor for known critical issues:

```
npx @insforge/cli diagnose advisor --severity critical

```

**Information gathered**: CPU/memory/disk/network metrics (current and trend), database health, error log summary, advisor warnings.

## Scenario 8: Edge Function Deploy Failure

**Symptoms**: `functions deploy <slug>` command fails, function not appearing in the list after deploy.

**Steps**:

- Re-run the deploy command and capture the error output:

```
npx @insforge/cli functions deploy <slug>

```

- Check deployment-related errors:

```
npx @insforge/cli logs function-deploy.logs --limit 50

```

- Verify whether the function exists in the list:

```
npx @insforge/cli functions list

```

**Information gathered**: Deploy command error output, function deployment logs, function list status, backend error logs.

## Scenario 9: Frontend (Vercel) Deploy Failure

**Symptoms**: `deployments deploy` command fails, deployment status shows error, Vercel build errors.

**Steps**:

- Check recent deployment attempts:

```
npx @insforge/cli deployments list

```

- Get the status and error details for the failed deployment:

```
npx @insforge/cli deployments status <id> --json

```

The `--json` output includes a `metadata` object with Vercel-specific context: `target`, `fileCount`, `projectId`, `startedAt`, `envVarKeys`, `webhookEventType` (e.g., `deployment.succeeded` or `deployment.error`), etc. This metadata captures the full deployment context and can be used for debugging or AI-assisted investigation.

- Verify the local build succeeds before investigating further:

```
npm run build

```

**Information gathered**: Deployment history, deployment metadata (Vercel context, status, webhook events), local build output, backend deployment API logs.

## Command Quick Reference

### Logs

```
npx @insforge/cli logs <source> [--limit <n>]

```

Source
Description

`insforge.logs`
Main backend logs

`postgREST.logs`
PostgREST API layer logs

`postgres.logs`
PostgreSQL database logs

`function.logs`
Edge function execution logs

`function-deploy.logs`
Edge function deployment logs

Source names are case-insensitive.

### Diagnostics

```
# Full health report (all checks)
npx @insforge/cli diagnose

# EC2 instance metrics (CPU, memory, disk, network)
npx @insforge/cli diagnose metrics [--range 1h|6h|24h|7d] [--metrics <list>]

# Advisor scan results
npx @insforge/cli diagnose advisor [--severity critical|warning|info] [--category security|performance|health] [--limit <n>]

# Database health checks
npx @insforge/cli diagnose db [--check <checks>]
# checks: connections, slow-queries, bloat, size, index-usage, locks, cache-hit (default: all)

# Aggregate error logs from all sources
npx @insforge/cli diagnose logs [--source <name>] [--limit <n>]

```

### Supporting Commands

```
# Project metadata (auth config, tables, buckets, functions, etc.)
npx @insforge/cli metadata --json

# Edge functions
npx @insforge/cli functions list
npx @insforge/cli functions code <slug>

# Secrets
npx @insforge/cli secrets list [--all]
npx @insforge/cli secrets get <key>
npx @insforge/cli secrets add <key> <value> [--reserved] [--expires <ISO date>]

# Database
npx @insforge/cli db policies
npx @insforge/cli db query "<sql>"

# Deployments
npx @insforge/cli deployments list
npx @insforge/cli deployments status <id> --json

```
Weekly Installs583Repository[insforge/agent-skills](https://github.com/insforge/agent-skills)GitHub Stars12First Seen6 days agoSecurity Audits[Gen Agent Trust HubPass](/insforge/agent-skills/insforge-debug/security/agent-trust-hub)[SocketWarn](/insforge/agent-skills/insforge-debug/security/socket)[SnykFail](/insforge/agent-skills/insforge-debug/security/snyk)Installed ongemini-cli583antigravity583cline583github-copilot583cursor583codex583

---
*Source: https://skills.yangsir.net/skill/daily-insforge-debug*
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