Kiro Crew is a persistent development workspace where agents continue multi-step software work across sessions, schedules, and connected interfaces. Developers use it locally or remotely through a desktop app, web dashboard, CLI, Slack, or Discord, with unattended tasks and recurring jobs. The catalogue contains skills and instructions for working with this workspace.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add kirodotdev/KiroCrew --skill debug-gatewaygit clone --depth 1 https://github.com/kirodotdev/KiroCrewWrote 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/kirodotdev/kirocrew/debug-gateway)<a href="https://agentmods.dev/skills/kirodotdev/kirocrew/debug-gateway"><img src="https://agentmods.dev/badge/skills/kirodotdev/kirocrew/debug-gateway/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/kirodotdev/kirocrew/debug-gateway"><img src="https://agentmods.dev/badge/skills/kirodotdev/kirocrew/debug-gateway.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 | $0.00063 | $0.02212 |
| Opus 5.5 | $0.00025 | $0.00885 |
| Sonnet 5.5 | $0.00013 | $0.00442 |
| Haiku 4.5 | $0.00006 | $0.00221 |
Grade A, and why
debug-gateway scanned grade A with 0 findings 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 8d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 142 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Reading the kirocrew-debug tools
Five read-only tools answer five questions about the live gateway. The tool
descriptions say what each one covers, and docs/reference/debug/README.md carries
the rest. This skill is the part neither of them has: which question to ask first,
and how to read an answer without drawing the opposite conclusion.
Where the surrounding material lives, all in one reference doc. An installed build
does not carry the repository's docs tree, so read it at
Debugging a running gateway,
or at docs/reference/debug/README.md in a checkout:
- symptom table: section "Symptom to tool"
- the sandbox traps, including the empty placeholder mounts: section "Sandbox traps"
- who may take each reading: section "Authorization"
- why the server is opt-in, and how to grant it: the paragraph above the five questions
Ask before you conclude
- Before reporting that a change did not work, call
debug_gateway. A gateway that started before your commit is executing the previous revision, and a daemon that outlived the change hands out backends built from the old checkout. Both look exactly like a broken fix. - A refusal is
blocked-by-policy's job;debug_refusalsgives it the class. - Before calling a refused path protected, read that class. Only
sensitive_path_matchmeans the path is protected.unverifiable_pathmeans the path was never judged, and the row's ownactionline says what to do.
Fields that read as the opposite of what they mean
debug_gateway
gateway_predates_head has three readings, not two. null is neither true nor
false: the start time comes from procfs, so it is absent off Linux, and HEAD's commit
time needs a git checkout, so it is absent on an installed wheel. Treat null as
unmeasured and say so, rather than concluding the gateway is current.
mcp_gateway_daemon.matches_this_install false has two meanings, so read fingerprint
beside it. A real fingerprint that differs means the daemon is serving backends built
from another checkout, and a directive tool can report success against one.
unknown (pre-fingerprint build) means the daemon cannot be compared at all, which is
unmeasured rather than stale. A null matches_this_install has two causes, told apart
by running beside it: running: false is a measured absence (no daemon), while
running: null is a FAILED probe — the daemon could not be described — which is
unmeasured, not a confirmed absence. Do not read a failed probe as "no daemon".
recorder.available false means the build carries no diagnostics package, which is
also why three of the five tools cannot answer on it.
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.
- 8d ago Changed · +6 lines 7273102b390b
- 9d ago Changed · +4 lines e56c58bfc515
- 22d ago First seen · 132 lines · 63 tokens per session scan A 4ac600ad4c2e
debug-gateway is a skill published in the GitHub repository kirodotdev/KiroCrew (4,449 stars, last pushed today), licensed Apache-2.0. It adds 63 tokens to every session and 2,212 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-24.
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