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Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
Muse
OpenClaw+21 moreClaude CodeCursorCodex CLIMuseOpenClaw
Manus
Grok
Grok Bot+18 agentsAutomation Failure Recovery & Operational Resilience Review
Automation Failure Recovery & Operational Resilience Review is a bounded ToolForge Labs workflow.
$8.99
Automation Failure Recovery & Operational Resilience Review
Example session with this skill installed
A customer onboarding automation creates an account, provisions permissions, starts billing setup, and sends welcome messages. A transient vendor failure after step three leaves some users half-configured. Review the recovery design before we add more retries.
- Read your context and instructions
- Compiled the automation failure recovery
The likely issue is a contract or lifecycle mismatch around automation failure recovery, partial execution, retries, compensating actions, stuck state, idempotency, escalation, observability, runbooks, and operator handoff. I would first state the invariant: An automation is recoverable only when partial progress is observable, replay boundaries are explicit, compensation is safe, and operators can determine whether to resume, roll back, or stop without guessing. Then I would map VERIFIED evidence against the owning boundary, keep LIKELY/UNKNOWN state explicit, apply or propose the narrowest repair, and add deterministic normal, boundary, interruption, retry/cancellation, and recovery tests. With repository/workspace access, findings can map to exact paths and focused local validation; with partial evidence, the result remains a bounded evidence map with no invented execution claims.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
Automation Failure Recovery & Operational Resilience Review is a bounded ToolForge Labs workflow. Diagnose, review, and repair automation failure recovery, partial execution, retries, compensating actions, stuck state, idempotency, escalation, observability, runbooks, and operator handoff. Works from repositories/workspaces or partial supplied evidence. Produces bounded fixes or evidence gates with deterministic validation while preserving authorization, security, public interfaces, user-visible behavior, and documented ownership, and never invents executed work. It works from a full repository/workspace or partial evidence such as snippets, logs, configuration, traces, documents, tickets, sample data, and architecture notes. The skill separates verified facts from assumptions, avoids invented execution claims, and produces concrete repair/review steps with focused deterministic validation or traceable evidence.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
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