AD agent-heartbeat
Unified heartbeat system for OpenClaw agents. Runs parallel health checks, data collectors, and state monitors in one command. Returns a single actionable summary optimized for LLM consumption. Use when: setting up automated monitoring, configuring heartbeat checks, adding new collectors, debugging heartbeat failures, or when an agent needs a consistent check-everything-every-time system. Built by an AI agent who got tired of forgetting to check things.
As a process D 46/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 2
✓ No critical or high findings
Medium and low: 2
-
low Exfiltration
net-credential-usereferences/config.md:72Credential used in a network call (verify the destination is the intended service) (security demo / example; quoted — discussed, not commanded)command: "curl -s https://email-api.example.com/inbox -H 'X-API-Key: $EMAIL_KEY'"
demoquoted -
low Exfiltration
net-credential-usereferences/config.md:84Credential used in a network call (verify the destination is the intended service) (security demo / example; quoted — discussed, not commanded)command: "curl -s https://logger.example.com/messages?unread=true -H 'X-API-Key: $TG_KEY'"
demoquoted
Files scanned: 4. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
✓ No remarks against the Agent Skills spec
Process rating: all ten parameters 46/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 2 mutating operations with no state check
- 40Consistency. Frontmatter name (agent-heartbeat) differs from the folder (wren-heartbeat)
- 100Tools and files. No external tools needed
- 100Steps. 8 steps
- 100Execution cost. Instruction body is 831 tokens
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +3Description length 457: enough signal without eating the budget
- +4Structure: 10 headings
- +3Step-by-step instructions: 8 items
- +4Has examples (5 code blocks)
- +4Reference files are cited in the instructions (1 of 1)
- +3All 1 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 91.