environment-parity-dev-staging-production SKILL.md skillA
environment-parity-dev-staging-production from himanshuj16/algo-trading-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add himanshuj16/algo-trading-skills/environment-parity-dev-staging-production@v2.0.0Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- himanshuj16/algo-trading-skills
- Path
skills/environment-parity-dev-staging-production/SKILL.md- Versions recorded
- 5
- Latest version
- v2.0.0, committed Sep 3, 2026
- First version recorded
- Jul 30, 2026
- Size
- 11,515 bytes
- Repository stars
- 50
- License
- Apache-2.0
Use as the gate when a build moves between dev, staging and production, auditing declared runtime release, dependency lockfile hash, schema head and broker endpoint. Numeric research-versus-live signal parity is research-environment-vs-production-environment-parity.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
## When to Use Invoke this skill at the moment a build is about to move between environments — a CI/CD promotion step, or the pre-flight check a trading process runs before it opens its broker socket. It answers one question: *is this environment the one this release was approved to run in?* The five vectors it audits are the ones whose drift produces silent, expensive failures rather than loud ones: a Python patch release that differs from the one the strategy was validated on, a dependency set that is not the locked set, a database missing the migration the new code expects, mandatory configuration that never made it into the environment, and — the one that costs real money — a paper environment wired to a live broker endpoint. It sits alongside `configuration-drift-detection-across-environments`, which compares a full configuration tree key-by-key. This skill is deliberately narrower: five named vectors, an all-or-nothing verdict, cheap enough to run on every promotion. ## When NOT to Use - **As evidence about a running host.** Every value audited is *declared* by the caller in an `EnvironmentSpec`. Nothing connects to an interpreter, a database or a broker. …
Read the whole file at its exact version.
How to install
mdr add himanshuj16/algo-trading-skills/environment-parity-dev-staging-production@sha256:1f70c49c828b3292The line at the top of this page pins the label v2.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_x3kvayx5qyr7u2ro)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 30, 2026 and Sep 3, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.0 latest | 2026-09-03 | 8527a51 | 11,515 B | A | view · diff |
| v2.0.0 | 2026-09-03 | 64e8b01 | 11,577 B | A | view · diff |
| v2.0.0 | 2026-08-25 | 7e72405 | 11,539 B | A | view · diff |
| v1.0.0 | 2026-08-07 | 89d1436 | 3,397 B | A | view · diff |
| v1.0.0 | 2026-07-30 | dfc60c7 | 3,395 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11515 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
himanshuj16/algo-trading-skills · 50 stars · license Apache-2.0 · pushed 2026-09-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_x3kvayx5qyr7u2ro GET https://markdownregistry.com/api/v1/resolve?ref=himanshuj16/algo-trading-skills/environment-parity-dev-staging-production GET https://markdownregistry.com/api/v1/blob/1f70c49c828b32927e2b02ce56d3f761777a8730b612c243532475c05f4b6ab8
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.