Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add arenadata/adcm-agent/plugin install adcmWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/arenadata/adcm-agent/adcm-troubleshoot)<a href="https://agentmods.dev/skills/arenadata/adcm-agent/adcm-troubleshoot"><img src="https://agentmods.dev/badge/skills/arenadata/adcm-agent/adcm-troubleshoot/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/arenadata/adcm-agent/adcm-troubleshoot"><img src="https://agentmods.dev/badge/skills/arenadata/adcm-agent/adcm-troubleshoot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00122 | $0.02320 |
| Opus 5 | $0.00061 | $0.01160 |
| Sonnet 5 | $0.00024 | $0.00464 |
| Haiku 4.5 | $0.00012 | $0.00232 |
Grade A, and why
adcm-troubleshoot scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
address. `adcmctl.py` bypasses the environment proxy by default, so if `curl` 502s and How it starts
The opening of the file, as written. The whole thing — 177 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Diagnosing an ADCM failure
Attribute before you investigate
Almost every ADCM failure is one of five things, and each has a different owner. Deciding which one you are looking at takes a minute and saves an hour.
| Class | Signature | Owner |
|---|---|---|
| Bundle defect | HTTP 4xx from upload or action-run, or a job failing on its own logic | you |
| Configuration gap | a concern, or ISSUE_INTEGRITY_ERROR before anything runs |
the operator |
| Correctly masked | the action is simply not in the actions list | nobody — it is working |
| Environment | a job fails reaching a package repository, a port, a disk, a peer | the instance or host owner |
| Connectivity | every path fails identically — 502, timeout, TLS | your shell or the network |
Start with the class, then read only the evidence that class needs.
ADCM="python3 ${CLAUDE_PLUGIN_ROOT}/scripts/adcmctl.py"
$ADCM status --cluster <id> # state, multi-state, services, hosts, concerns
$ADCM concerns --cluster <id> # exactly what is blocking, per object
$ADCM tasks --limit 10 # what ran, and how it ended
$ADCM task-logs <taskId> --failed-only --tail 200
"The action is not there" usually means it is masked, correctly
GET .../actions/ lists what can start right now. An action whose states: or
masking: block excludes the object's current state and multi-state is absent from that
list, and that is the bundle working as designed.
$ADCM status --cluster <id> # read state and multiState
$ADCM actions --cluster <id> # what that state permits
Compare the object's state against the action's available: list in config.yaml before
concluding anything is wrong. adcmctl.py run-action prints the available names when it
cannot find yours, for exactly this comparison.
An action that is listed but refuses to start with startImpossibleReason set, or with
ISSUE_INTEGRITY_ERROR, is the next section.
ISSUE_INTEGRITY_ERROR means "read the concerns"
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 177 lines · 122 tokens per session scan A edd08842e66b
adcm-troubleshoot is a skill published in the GitHub repository arenadata/adcm-agent (2 stars, last pushed 17d ago), licensed Apache-2.0. It adds 122 tokens to every session and 2,320 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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