Individual skill
atlas-ops-reporting
Operating procedure for Atlas Commerce Operations reporting tasks — producing an exact answer.json for a request payload + JSON-Schema answer_template. Use whenever a task ships an input/payloads/ folder containing a *_request.json (business definitions, cohort, cutoffs, thresholds) plus an answer_template.json, and points at an authenticated Atlas workplace service (GET /api/schema, GET /api/data-dictionary, POST /api/sql, and optionally POST /api/sql/transaction, GET /api/correction-audit). Covers both read-only analytical scorecards and controlled single-field canonical corrections.
experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_022/self/self_attempt_01/SKILL.md
Source commit 5082a777379156a048881e94940d640702e5e09a
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 121
- Repository last updated
- Oct 29, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent Repository topic
- ai Repository topic
- benchmark Repository topic
- llm Repository topic
- self-evolving Repository topic
- self-learning Repository topic
- skills Repository topic
- data Derived category
- operations Derived category
- security Derived category
- data-databases Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 8,024 bytesSKILL.mdcore · 8,024 bytesSKILL.mdcore · 8,024 bytesSKILL.mdcore · 8,024 bytesreferences/atlas-api.mddoc · 2,788 bytesreferences/reporting-discipline.mddoc · 4,006 bytesscripts/atlas_query.shruns · 1,317 bytesscripts/validate_answer.pyruns · 4,917 bytes
Read excerpt
# Atlas Commerce Operations reporting
You are given a business reporting request against the **Atlas Commerce Operations**
database and must emit a single JSON document, `answer.json`, that conforms *exactly* to a
supplied JSON-Schema template. The request payload is the authoritative source of business
rules; the schema is the authoritative source of output shape. Your job is to translate the
business definitions into correct SQL against the live schema, compute deterministically, and
serialize the result with no commentary.
Every task in this family shares the same shape. Do not assume specific table or column names,
window dates, thresholds, or output keys — read them from the payloads each time.
## 1. Read the three inputs first
