neqsim-continuous-task-improvement SKILL.md skillA
neqsim-continuous-task-improvement from equinor/neqsim is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add equinor/neqsim/neqsim-continuous-task-improvement@git:20261018.daa9409Pins git:20261018.daa9409 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- equinor/neqsim
- Path
.github/skills/neqsim-continuous-task-improvement/SKILL.md- Versions recorded
- 10
- Latest version
- git:20261018.daa9409, committed Oct 18, 2026
- First version recorded
- Sep 26, 2026
- Size
- 27,375 bytes
- Repository stars
- 167
- License
- Apache-2.0
Living tasks and continuous task solving with NeqSim (neqsim task-living/cycle/solve/resume/update/backtest/schedule/loop/promote/report/ledger). USE WHEN: a solved task must keep improving daily or on events, resume from persisted state, rerun only affected calculations on new evidence, backtest and tune drift settings, track model parameters with an EnKF/EnIF calibrate stage, rank actions by value of information, or issue a reviewed Final Report.
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
# Continuous Task Improvement (Living Tasks) A normal task ends with a report. A **living task** keeps a `continuous/` folder next to the normal three steps and is improved by **cycles**: small, resumable, auditable runs that pull new evidence, recompute KPIs, detect drift, update an improvement ledger and — only on a trigger — ask an agent to look. The engineer promotes a reviewed cycle to the new baseline. Nothing in the old task changes. Principle: **program the loop, prompt the exceptions.** The runner makes no LLM calls; agents run only when a trigger fires; people decide. ## When to use | Need | Command | |------|---------| | Keep a finished task up to date (daily, on a server or on demand) | `task-living` then `task-schedule --install` | | Run a live loop at sub-hour cadence with a warm model (10-minute advice, emulator tests) | `task-loop <task> --every-minutes 10 --for-hours 3 [--hook file.py:func]` | | Solve until the goal is met, or until improvement is marginal | `task-solve --until goal` / `--until converged` | | Resume after closing VS Code, rebooting or changing machine | `task-status <task>` then `task-resume <task>` | …
Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/neqsim-continuous-task-improvement@sha256:a1bb1598b1ae2f6cThe line at the top of this page pins the label git:20261018.daa9409, 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_et54jjick2lmruuf)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 10 versions of this file, between Sep 26, 2026 and Oct 18, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261018.daa9409 latest | 2026-10-18 | daa9409 | 27,375 B | A | view · diff |
| git:20261015.e726239 | 2026-10-15 | e726239 | 18,762 B | A | view · diff |
| git:20261010.a96cc6f | 2026-10-10 | a96cc6f | 16,805 B | A | view · diff |
| git:20261008.6c1f9d3 | 2026-10-08 | 6c1f9d3 | 16,193 B | A | view · diff |
| git:20261008.d0c61da | 2026-10-08 | d0c61da | 14,840 B | A | view · diff |
| git:20261007.4fb8eb5 | 2026-10-07 | 4fb8eb5 | 13,934 B | A | view · diff |
| git:20261004.9072deb | 2026-10-04 | 9072deb | 13,303 B | A | view · diff |
| git:20260926.08d0028 | 2026-09-26 | 08d0028 | 9,225 B | A | view · diff |
| git:20260926.bbdd569 | 2026-09-26 | bbdd569 | 9,505 B | A | view · diff |
| git:20260926.a3bfcd8 | 2026-09-26 | a3bfcd8 | 9,143 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 (27375 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
equinor/neqsim · 167 stars · license Apache-2.0 · pushed 2026-11-08 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_et54jjick2lmruuf GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-continuous-task-improvement GET https://markdownregistry.com/api/v1/blob/a1bb1598b1ae2f6c166d58e9cbffd84afaea099c91ea1b2d3ba7b166045bf98e
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.