Agent skill · Audited from source
Heartbeat
skill · aaronjmars/aeonMIT licenceAudited 14 Oct 2026 · source 0448e87653f9
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 0448e87653f9 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Ambient fleet-health check that surfaces anything worth attention (default), or an on-demand priority brief - the 3 things to focus on, why now, and what moved (var=brief)
Cite
Cite this page
ModelsAtlas. “Heartbeat (aaronjmars/aeon)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/aaronjmars/heartbeat
2 skills are called “Heartbeat”. You are viewing aaronjmars/aeon.
- aaronjmars/aeon★ 774✓SAFE
- paperclipai/companies★ 919!CAUTION
Trust audit
Audit 0.4.1 · source read 14 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha 0448e87653f9 · 14 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisheraaronjmars GitHub organizationOwner of the repository this skill is read from
- Source folderaaronjmars/aeon/skills/heartbeatThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdict0448e87653f9A new audit runs when the source changes
- Repository statusNot archivedPushed today
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Ambient fleet-health check that surfaces anything worth attention (default), or an on-demand priority brief - the 3 things to focus on, why now, and what moved (var=brief)
---
name: heartbeat
description: Ambient fleet-health check that surfaces anything worth attention (default), or an on-demand priority brief - the 3 things to focus on, why now, and what moved (var=brief)
scorable: false # meta skill: no gradable output, skip the post-run quality scorer
metadata:
title: Heartbeat
category: core
var: "" # ""=ambient fleet check (LIVE scheduled path, unchanged); "brief"/"brief:<area>"=priority brief; any other value=ambient check focused on that area
tags:
- meta
requires:
- RESEND_API_KEY?
---
> **${var}** — selector. **Empty (default)** = the ambient fleet check — the live path a cron runs once a day; leave it empty for the scheduled run. **`brief`** = the priority brief. See the grammar below.
## Selector / `${var}` grammar
- **`` (empty)** — **Ambient check** across all skills / PRs / issues, and regenerate the public status page. This is the live, scheduled path (08:00 UTC daily); its behaviour is unchanged. Leave `${var}` empty for the cron.
- **`<area>`** (any non-empty value that is not `brief`, e.g. `crypto`, `prs`) — **Ambient check**, with the checks focused on that area (original heartbeat focus-area behaviour).
- **`brief`** — **Priority brief**: rank the 3 things to focus on today, why now, and what moved since yesterday; send via `./notify` + email.
- **`brief:<area>`** (e.g. `brief:crypto`) — **Priority brief** biased toward `<area>`.
## Shared setup (every run)
Read `memory/MEMORY.md` and the last 2 days of `memory/logs/` for context.
Parse `${var}` to pick the branch:
- **starts with `brief`** (i.e. `brief` or `brief:<area>`) → run the **Priority brief** branch. Any text after `brief:` is the emphasis area.
- **otherwise** (empty, or any other value) → run the **Ambient check** branch. A non-empty value is the focus area; empty runs all checks.
The two branches are mutually exclusive — run exactly one per invocation.
---
## Ambient check (default — empty `${var}`; the LIVE scheduled path)
If `${var}` is set to a focus area, focus checks on that specific area.
### Checks (in priority order)
#### P0 — Failed & stuck skills (check first)
Read `memory/cron-state.json`. **If the file is missing or empty** (e.g. a fresh fork whose scheduler hasn't written it yet), treat state as empty: report `no cron-state yet` for the P0 tier, skip the failure/degradation checks below, and still render the status page (every enabled skill shows `not yet run`). This file tracks every scheduled skill's state and quality metrics:
```json
{
"skill-name": {
"last_dispatch": "2026-04-06T12:00:00Z",
"last_status": "dispatched|success|failed",
"last_success": "2026-04-06T12:05:00Z",
"last_failed": "2026-04-05T12:03:00Z",
"total_runs": 10,
"total_successes": 8,
"total_failures": 2,
"consecutive_failures": 0,
"success_rate": 0.80,
"last_quality_score": 4,
"last_error": "error signature text"
}
}
```
**Bootstrap grace (fresh / warming-up fleets).** Before flagging anything, decide whether the fleet has *completed* any run yet. A skill has **completed a run** if its entry has `total_runs ≥ 1` **or** a non-null `last_success`/`last_failed`. A skill that only ever shows `last_status: "dispatched"` (or has no entry) has **not** completed a run — it is *warming up*, the normal state right after a fork or after a skill is enabled, **not** a failure. The scheduler stamps `dispatched` at run *start* and the outcome only lands *after* the run finishes, so a just-dispatched skill legitimately has no outcome yet.
- **If no skill has completed any run yet, the whole fleet is bootstrapping** — expected on a fresh fork. Do **not** flag warming-up skills as failed or stuck, do **not** fire a notification, and set the overall status to `🟢 OK` with a warming-up note (see [Overall status](#overall-status)). Still render the status page (skills show `⏳ warming up` / `not yet run`), then end.
- **Otherwise** (some skills have completed runs) run the checks below, but keep the distinction: a skill that has *never completed a run* is never a 🔴 "stuck" — it belongs on the softer warming-up line.
**Self-reference.** Heartbeat is, by definition, running *right now*, so its own entry is never evidence of a problem:
- **Exclude heartbeat's own entry from the Stuck check.** Its `dispatched` watermark is just the current (or a prior in-flight) heartbeat run.
- The Self-check below fires **only once heartbeat has succeeded at least once**. A never-succeeded heartbeat is bootstrap, not degradation — its first success only lands *after* this run finishes, so "no success yet" must never turn the page red.
Flag these conditions:
- **Failed skills**: any entry with `last_status: "failed"`. Report the skill name and when it failed. (A skill whose only recorded outcome is a failure is still a completed run — report it; the severity rules decide whether it reddens the page.)
- **Stuck skills**: any entry (**excluding heartbeat itself**) with `last_status: "dispatched"`, `last_dispatch` **>45 minutes ago**, that has **completed ≥1 run before** (`total_runs ≥ 1`) and whose `last_dispatch` is newer than `last_success`. The skill was working, then a later dispatch never reported back — a hang, or a lost outcome-write. If `last_success` is recent (within ~2h of the stale dispatch), lean toward a lost outcome-write (a 🟡 blip), not a hard hang.
- A skill dispatched >45min ago that has **never** completed a run is *warming up*, not stuck — put it on the warming-up line, not P0. Only if that first dispatch is **>24h** old, surface it as a 🟡 WATCH (`dispatched Nh ago, never completed — scheduler may not be wired up`); still not 🔴.
- **API degradation**: any skill with `consecutive_failures >= 3`. This likely indicates an external API is down or rate-limiting. Report the skill, failure count, and `last_error`. If multiple skills share similar error signatures, flag the shared dependency.
- **Chronic failures**: any skill with `succesExcerpt, first 6,005 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit 0448e87
git clone https://github.com/aaronjmars/aeon git -C aeon checkout 0448e87653f9
The author documents no install command, so this uses the repository directly. Our verdict covers commit 0448e87653f9 only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
0448e87653f9
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Questions about Heartbeat
What does the Heartbeat skill do?
Is Heartbeat safe to install?
What can Heartbeat access on my machine?
How current is this page?
Sources
- github.com/aaronjmars/aeon/tree/main/skills/heartbeat — the audited source at commit 0448e87653f9 and every finding aboveObserved · 14 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Heartbeat skill do?
- Is Heartbeat safe to install?
- What can Heartbeat access on my machine?