All loops
Claude CodeMedium 13 min· claude-opus-4-1
Type error explainer
Turns dense TS errors into a 2-line plain-English fix.
Read the full Claude Code build guide →NOT DEPLOYEDNOT DEPLOYED
0196ms
Trigger
POST https://hooks.claudeloops.run/type-error-explainer · event=stripe.customer.subscription.created
021036ms
Agent
claude-opus-4-1 · in 1536 tok · out 709 tok
03286ms
Tools
github-mcp/github:pulls.create → 200 OK · 296ms
0486ms
Verify
schema check · zod v3 passed
05176ms
Output
changelog updated · v1.4.2
0656ms
Notify
audit log written · runbook link attached
SUCCESS
0%
0 runs
P50
0ms
median
P95
0ms
tail
AVG COST
—
per run
LAST OK
never
—
LAST FAIL
never
none
Latency · last 30 runs0 samples
no runs yet
Latest output · what your users see
Openacme/infra #1956
fix: retry 429s from Anthropic with jitter
11 files+76-126
- ✓ Ran full test suite → 218 passed, 0 failed (12.3s)
- ✓ Coverage delta: +0.4% on `src/lib/*`
- ✓ No breaking changes detected in public API
// press Test to run once · Watch live to keep streaming · Deploy to make it real
The problem
ts,dx
The outcome
TS errors scare junior devs and slow code review.
Ingredients & skills
Secrets
- ANTHROPIC_API_KEY
- GITHUB_TOKEN
Providers
- Anthropic
- GitHub
MCP servers
- github-mcp
#claude-code#github#automation
How it works
Turns dense TS errors into a 2-line plain-English fix.
Step 1
1 — Create the locker
Locker `type-error-explainer` holds the GitHub token (repo scope) and the Anthropic key.
bash
locker create type-error-explainer
locker set $_ ANTHROPIC_API_KEY=sk-ant-...
locker set $_ GITHUB_TOKEN=ghp_...Step 2
2 — Wire the GitHub event
Subscribe to the relevant GitHub webhook through the `github-mcp` server. Claude only sees the event payload and the files it requests.
Step 3
3 — Ship the agent
Single TS file in `agents/`. Stateless; the locker is bound at runtime so no env editing for new repos.
One-line deploy
The button above runs the same command with your saved config. This is the raw CLI form.
bash
npx claudeloops deploy type-error-explainer https://hooks.claudeloops.run/type-error-explainer
Related loops
Claude Code
PR review → risk-tagged comment
Claude Code reviews every PR and posts a risk-banded comment with suggested tests.
Claude Code
Test synthesizer for changed files
Claude Code writes Vitest + Playwright tests for every file touched in a PR.
Claude Code
Schema diff → migrations bot
Claude Code reads schema.prisma diffs, writes safe SQL with rollback notes.