devopsby docxology
Orchestration (Layer 1)
docxology/infrastructure-orchestration
Python CLI and menu orchestration for pipeline runs — project slug validation, interactive picker, PipelineRunner wrapping PipelineExecutor, per-stage logs, secure pipeline wrapper.
What it changes
Passed 21 of 22 test cases with the skill, and 8 of 22 without it.
Without skill36%
With skill95%
Checks it passed that the model alone missed
- Uses uv run pytest to execute tests
- Includes setup_stage_log in the imported symbols
- Includes validate_project_slug in the imported symbols
and 11 more in the full report
13 fixed8 passed either way1 still failing0 broke
- Pass-rate lift
- +59 pp
- Tokens
- -63%
- Agent turns
- 0%
- Response time
- -67%
Model gemini-3.6-flashMeasured 8/4/2026v121 of 22 cases passed with skill
See it in action
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
PromptWrite a Python import line that imports validate_project_slug and run_secure_pipeline from the orchestration namespace.
What was checked, without and with the skill| Checked | Without skill | With skill |
|---|
| Imports validate_project_slug from infrastructure.orchestration | Missed | Passed |
|---|
What's inside
The instructions your model reads when the skill loads.
SKILL.md21 linessingle file
Orchestration (Layer 1)
Entry: python -m infrastructure.orchestration (build_parser, main from cli.py).
Key imports
from infrastructure.orchestration import (
PipelineRunner,
validate_project_slug,
select_project_interactive,
setup_stage_log,
run_secure_pipeline,
)
Tests
uv run pytest tests/infra_tests/orchestration/ -v
Track record
Benchmark
21 / 22
test cases passed, vs 8 / 22 without
Adoption
- Users
- 0
- Times used
- 0
Safety and source details
SkillSafety
✓ 3 of 3 passed✓Code scan15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026
View 15 scanner checks
live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing
✓IntentSafe
LLM judge · does the skill do what it claims
✓ContentClean
LLM judge · policy & harmful-content review
Source
ImportedLicense Apache-2.0Imported 8/1/2026Version v1