{"enrichment":{"faq":[{"a":"ecc-tools-cost-audit is a diagnostic skill for investigating and fixing runaway cost in the ECC Tools GitHub App. It maps webhook ingress, queue workers, and PR creation logic to pinpoint PR multiplication, quota races, and premium-tier leakage. The skill separates repo-side burn root causes from customer billing impact and prioritizes fixes by cost impact rather than code neatness.","q":"What is ecc-tools-cost-audit and what does it help with?"},{"a":"ecc-tools-cost-audit traces webhook-to-worker paths to identify PR or token burn. Start by mapping webhook ingress points to queue workers, then examine PR creation logic for recursion loops, duplicate job submission, and retry chains. The skill helps you detect whether PRs are being multiplied by webhook replay, concurrent worker invocations, or feedback loops that re-trigger webhooks.","q":"How do I audit runaway PR creation in ecc-tools-cost-audit?"},{"a":"Yes. ecc-tools-cost-audit includes detection workflows for quota bypass and premium model leakage. It audits whether free-tier requests are being routed to premium models, checks for usage limit bypass via race conditions, and verifies that quota reservations are enforced before expensive work begins. This prevents silent billing surprises from unauthorized tier escalation.","q":"Can ecc-tools-cost-audit detect quota bypass or premium model leakage?"},{"a":"ecc-tools-cost-audit audits duplicate jobs and retry loops inflating spend by examining queue worker logic for idempotency gaps, retry policies without backoff, and job resubmission on transient failures. It identifies expensive work performed without output persistence, which causes retries to repeat the same costly operations instead of returning cached results.","q":"What duplicate job and retry loop issues does ecc-tools-cost-audit find?"},{"a":"ecc-tools-cost-audit verifies fix safety by proving the burn path is contained. After applying a fix\u2014such as adding idempotency keys, rate limits, or quota checks\u2014the skill helps you trace the modified webhook-to-worker path to confirm that cost drivers are blocked or throttled, and that legitimate work still flows through without degradation.","q":"How does ecc-tools-cost-audit verify that a cost fix is safe?"},{"a":"ecc-tools-cost-audit is released under the MIT license, allowing free use, modification, and distribution with minimal restrictions.","q":"What is the license for ecc-tools-cost-audit?"}],"shadow_tags":["cost-investigation","webhook-tracing","quota-enforcement","billing-forensics","recursion-detection","token-burn","worker-audit","entitlement-leakage"],"summary_rewrite":"This skill diagnoses cost overruns in the ECC Tools GitHub App by mapping webhook ingress, queue workers, and PR creation logic to pinpoint PR multiplication, quota races, and premium-tier leakage. It separates repo-side burn root causes from customer billing impact and prioritizes fixes by cost impact rather than code neatness."},"files":[{"bytes":6496,"path":"skills/ecc-tools-cost-audit/SKILL.md","sha256":"d5c4c7925166703eb5fca83c0f1dcdeffb9c5808dc3cc08c337136f512fddbac","url":"https://skillfed.io/files/affaan-m/ECC/ecc-tools-cost-audit/b23f89db/SKILL.md"}],"id":"affaan-m/ECC/ecc-tools-cost-audit","links":{"html":"https://skillfed.io/affaan-m/ECC/ecc-tools-cost-audit","md":"https://skillfed.io/affaan-m/ECC/ecc-tools-cost-audit.md","repo":"https://github.com/affaan-m/ECC"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":35692,"language":"JavaScript","last_updated":"2026-07-27","license":"MIT","name":"ecc-tools-cost-audit","publisher":"affaan-m","stars":234207},"relations":{"similar":[{"id":"affaan-m/ECC/automation-audit-ops"},{"id":"twilio/ai/twilio-taskrouter-routing"},{"id":"affaan-m/ECC/finance-billing-ops"},{"id":"olsenbrands/fable-foreman/fable-foreman"},{"id":"iii-hq/iii/iii-core-primitives"},{"id":"affaan-m/ECC/django-celery"},{"id":"iii-hq/iii/iii-sdk-reference"},{"id":"scitix/siclaw/volcano-diagnose-pod"},{"id":"BagelHole/DevOps-Security-Agent-Skills/multi-tenant-llm-hosting"},{"id":"fcakyon/claude-codex-settings/polar-billing"}]},"slug":{"owner":"affaan-m","repo":"ECC","skill":"ecc-tools-cost-audit"},"version":"b23f89db"}