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 manishiitg/coding-agent-loop --skill order-exception-to-reviewed-updategit clone --depth 1 https://github.com/manishiitg/coding-agent-loopWrote 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/manishiitg/coding-agent-loop/order-exception-to-reviewed-update)<a href="https://agentmods.dev/skills/manishiitg/coding-agent-loop/order-exception-to-reviewed-update"><img src="https://agentmods.dev/badge/skills/manishiitg/coding-agent-loop/order-exception-to-reviewed-update/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/manishiitg/coding-agent-loop/order-exception-to-reviewed-update"><img src="https://agentmods.dev/badge/skills/manishiitg/coding-agent-loop/order-exception-to-reviewed-update.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 | $0.00028 | $0.00701 |
| Opus 5.5 | $0.00011 | $0.00280 |
| Sonnet 5.5 | $0.00006 | $0.00140 |
| Haiku 4.5 | $0.00003 | $0.00070 |
Grade A, and why
order-exception-to-reviewed-update 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 20d 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 — 48 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Order Exception to Reviewed Update
Outcome
Turn one cross-system order exception into a sourced owner action and a case-linked customer update for review. A label, carrier acceptance, delivery, refund, drafted message, sent message and resolution are distinct observed states.
When to use
Use for a paid order with a fulfillment or shipment exception when the business has an exact support case, current order/payment/fulfillment/carrier sources, contact policy and accountable owners. This route works with authorized commerce or ERP records; it is not Shopify-specific. Start with one manual case.
Discovery and user direction
Inspect existing Operations and Support Crews, source access, order and case revisions, prior contact, owners and promises. Propose reuse or reviewed creation. Show the exact route before Builder applies it; selection leaves setup pending.
Required inputs
Bind business, order, payment, fulfillment, shipment, customer and case IDs; promised time and time zone; source revisions; current contact; exception and approval policies; and recipient/channel if an update is appropriate.
Plan and AgentWorks tools
Reuse Order Operations Coordinator and Support Reply Drafter. Operations writes order-exception/v1 from current sources; add a blocking scripted validator step before Support consumes its exact path. Support re-reads the case, policy and source state, then writes order-customer-update-review/v1 with an unsent draft or no-message decision. Validate the pair before showing it as a reviewed handoff. Any customer send, refund, reship or order write requires a separate exact approval, current-state recheck and provider receipt.
Knowledge and persistence
Save business/order/case IDs, source revisions and times, stable exception/action key, prior contact, artifact IDs, run/validator IDs, owner decisions and later provider receipts. Re-read order, carrier and case state on every retry; skip superseded or duplicate work.
Validation and reporting
What ships with it
8 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- examples/invalid-order-customer-update-review.json 921 B
- examples/order-customer-update-review.json 1.0 KB
- examples/order-exception.json 1.2 KB
- playbook.json 4.3 KB
- references/team-and-handoffs.md 3.4 KB
- scripts/test_validate_handoff.py 3.0 KB runs code
- scripts/validate_handoff.py 7.4 KB runs code
- SETUP.json 3.2 KB
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.
- 20d ago First seen · 48 lines · 28 tokens per session scan A 707c1083ce96
order-exception-to-reviewed-update is a skill published in the GitHub repository manishiitg/coding-agent-loop (13 stars, last pushed 19d ago), licensed MIT. It adds 28 tokens to every session and 701 once invoked, about $0.0001 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 2026-09-27.
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