| name | source-audit |
| description | Audit financial, data, model, and dependency claims for primary-source quality, dates, provenance, and reproducibility before implementation or publication. |
| metadata | {"origin":"adapted from ZMB-UZH/omero-docker-extended at b27dbe990703d64d13e540c40cf4e122954c664d"} |
Source Audit
Use this skill for research that can affect execution, risk, model selection,
historical data, dependencies, or published performance claims.
Evidence Record
For each material claim record:
- publisher, canonical URL, publication/access date, and exact version;
- whether the source is primary, peer reviewed, official, or secondary;
- the directly supported fact, separate from local inference;
- conflicts, missing assumptions, survivorship bias, leakage risk, or scope
mismatch;
- the repository test, artifact, or experiment needed before adoption.
Financial Rules
- Exchange rules and rate limits come from official exchange documentation or
observed response headers.
- Dataset claims require checksums, UTC coverage, interval, gaps, schema, and
source lineage.
- Strategy claims require out-of-sample results after fees, spread, latency,
slippage, funding, liquidation, and selection effects.
- AI/ML improvement requires paired, hash-bound evidence on untouched periods;
a higher score or a plausible narrative is not financial edge.
- Never backfill missing results from a chart, another repository, or memory.
State unresolved uncertainty instead of filling it with an assumption.
