Snapback self-heal interceptor for OpenClaw

MCP serverAI & models

Diagnose why an AI agent failed and get the verified fix instantly. Free, no LLM.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use Snapback self-heal interceptor for OpenClaw

From the project's README

As published by ra1labsworkx-wq/snapback-selfheal in README.md.

Make Snapback automatic. Instead of remembering to call the diagnosis tool, wrap your agent's tool calls once — and every error is auto-diagnosed, and gated-safe fixes are applied and retried without a human.

"Power tools are optional. Infrastructure is not." This turns Snapback from a tool you reach for into infrastructure that runs on every failure.

What it does

On any tool-call error, the interceptor:

  1. Calls diagnose_infra_error (free, no token, no LLM, <150ms).
  2. Applies the three-factor gate — auto-apply a fix only when all are true:
    • confidence >= 0.85
    • source == "library" (a curated verified fix, not an LLM guess)
    • auto_safe == true (the fix is retry / refetch / config — reversible, side-effect-free)
  3. If the gate passes → applies the fix and retries once. If it fails → escalates to a human (logs the verdict). It never auto-applies a mutate or destructive fix (create/change state, money, auth grants).

It fails closed: when unsure, it escalates rather than acting.

Install

# no install needed beyond the stdlib; drop the file in, or:
cp snapback_interceptor.py your_agent/
export SNAPBACK_MCP=https://api.snapback.sh/mcp   # default; the free tools need no token

Use

from snapback_interceptor import SnapbackInterceptor

heal = SnapbackInterceptor(
    auto_apply=True,
    on_escalate=lambda v: my_ops_inbox.log(v),   # human sees non-auto-safe verdicts
    on_heal=lambda v: metrics.count("snapback.autoheal", family=v["family"]),
)

# wrap any call that might raise:
result = heal.run(call_solana_rpc, wallet, amount)

# or as a decorator:
@heal.guard
def call_solana_rpc(wallet, amount): ...

# or manually on a caught error:
verdict = heal.diagnose("BlockhashNotFound")
if verdict["gate"]["auto_apply_ok"]:
    ...apply verdict["fix"] and retry...

The gate contract (returned by Snapback)

diagnose_infra_error returns {matched, family, fix, confidence, source, action_class, auto_safe, gate}. action_class is one of:

classmeaningauto-safe?
retryre-run with backoff (idempotent)
refetchre-fetch/re-price/re-sync then re-apply
configclient-side param change (raise max_tokens, serve intermediate cert)✅ (to suggest)
mutatecreates/changes external state, money, auth❌ escalate
destructivedeletes/reverts/irreversible❌ never

gate.auto_apply_ok is the ready-made verdict; the interceptor also re-derives it locally so a stale client can't over-trust.

Privacy & safety

  • 100% client-side. Talks only to the free public diagnose_infra_error endpoint.
  • Never sends your Snapback token for the diagnosis (diagnosis is free).
  • Snapback scrubs trace content server-side; this sends only the error string you pass.
  • Composes with bridge.py (post-mortem forwarding) — this is the live auto-heal layer.

Roadmap

  • submit_feedback on the retry outcome (did the fix work?) → feeds the shared library (the network effect).
  • Hermes + LangChain adapters (same gate, different framework hook).
Advanced
Delivery
snapback MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
io-github-ra1labsworkx-wq-snapback
Source
github.com/ra1labsworkx-wq/snapback-selfheal
Hosted endpoint
https://api.snapback.sh/mcp