source-reliability-and-extraction-resilience — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited source-reliability-and-extraction-resilience (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Use this skill when the real risk is upstream instability rather than downstream modeling. It helps agents design safe ingestion behavior around outages, late data, flaky responses, inconsistent source states, and operational dependencies.
Do not assume source availability is constant just because the contract exists.
Include:
Decide:
| Rationalization | Reality |
|---|---|
| "The source team says it is reliable." | Reliability claims still need runtime evidence and safe fallback behavior. |
| "We can just retry more." | More retries can worsen load, mask incidents, or still produce partial bad state. |
| "Partial data is better than stale data." | That depends on the business contract and must be explicit. |
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.