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 subscription-receivable-to-verified-outcomegit 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/subscription-receivable-to-verified-outcome)<a href="https://agentmods.dev/skills/manishiitg/coding-agent-loop/subscription-receivable-to-verified-outcome"><img src="https://agentmods.dev/badge/skills/manishiitg/coding-agent-loop/subscription-receivable-to-verified-outcome/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/subscription-receivable-to-verified-outcome"><img src="https://agentmods.dev/badge/skills/manishiitg/coding-agent-loop/subscription-receivable-to-verified-outcome.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 | $0.00035 | $0.00740 |
| Opus 5.5 | $0.00014 | $0.00296 |
| Sonnet 5.5 | $0.00007 | $0.00148 |
| Haiku 4.5 | $0.00003 | $0.00074 |
Grade A, and why
subscription-receivable-to-verified-outcome 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 — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Subscription Receivable to Verified Outcome
Outcome
Take one overdue invoice or failed subscription payment from a sourced case review to a truthful open, partial, collected or deposited result.
When to use
Use when Billing must decide a next step and Finance must independently verify the money state. Use Finance Operations Review for a period-wide exception queue. One Crew can handle a simple chat-only reminder review.
Discovery and user direction
Inspect existing Crews, selected Invoice Chasing or Failed Payment Recovery pack, source access, policy and the Automation. Propose Crew reuse, exact case, handoff, cost and blockers. Selection is a proposal; record actual setup evidence in SETUP.json.
Required inputs
Resolve entity, provider account and live/test mode, customer, invoice, subscription if present, currency, due date, cutoff, retry/contact rules, suppression and approval owner. Read current billing and finance records; label unavailable evidence.
Plan and AgentWorks tools
Use distinct Billing Operations Coordinator and Finance Analyst Crews. The Billing step emits receivable-review/v1; a blocking validator checks balance arithmetic and contact evidence. The Finance step receives its bounded artifact, re-reads exact provider state, and emits receivable-outcome/v1; a second validator checks the invoice join and claimed payment/deposit proof. Reuse ready Crews; create missing Crews or add a billing pack only after owner review. Run one case manually first.
Knowledge and persistence
Save stable case and invoice IDs, provider account/mode, source times, approved contact action key, receipts, Crew IDs, validation results and next check. Re-read prior contact and payment state before repeating; deduplicate events by provider event ID.
Validation and reporting
Test both validators against real artifacts and a rejected fixture. The dashboard separates amount due, observed new collection, and verified deposit. Report invoice, payment, approval and contact states with run IDs and source gaps. A valid JSON reference is not proof that the provider record is true.
What ships with it
12 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/collected-outcome.json 1.4 KB
- examples/deposited-outcome.json 2.2 KB
- examples/invalid-receivable-outcome.json 1019 B
- examples/invalid-receivable-review.json 1.8 KB
- examples/receivable-outcome.json 1.0 KB
- examples/receivable-review.json 1.7 KB
- playbook.json 4.4 KB
- references/action-and-repeat.md 2.2 KB
- references/team-and-handoffs.md 4.1 KB
- scripts/test_validate_handoff.py 4.9 KB runs code
- scripts/validate_handoff.py 14 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 · 52 lines · 35 tokens per session scan A 972eaaf23ad7
subscription-receivable-to-verified-outcome is a skill published in the GitHub repository manishiitg/coding-agent-loop (13 stars, last pushed 19d ago), licensed MIT. It adds 35 tokens to every session and 740 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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