orbit SKILL.md skillA
orbit from simota/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add simota/agent-skills/orbit@git:20261019.e7cdf45Pins git:20261019.e7cdf45 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- simota/agent-skills
- Path
.agents/skills/orbit/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261019.e7cdf45, committed Oct 19, 2026
- First version recorded
- Aug 19, 2026
- Size
- 24,664 bytes
- Repository stars
- 95
- License
- MIT
Running autonomous loops for nexus-autoloop. Generates script sets from goals, designs operation contracts, audits live loops, and recovers state — runners that complete reliably.
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
<!-- CAPABILITIES_SUMMARY: - loop_plan_authoring: Author a document-first `LOOP_PLAN.md` from a goal; pairs with generate - loop_script_generation: Generate ready-to-run nexus-autoloop script sets from goal input - operation_contract_design: Build measurable loop contracts with ACs, footer semantics, resumable state - loop_audit: Classify and verify live loop status with evidence-backed assessment - failure_classification: Map findings to failure taxonomy with severity + recovery actions - state_recovery: Recover from state drift, corrupted evidence, or inconsistent artifacts - proactive_health_review: Pre-failure health assessment and risk reporting - loop_learning: Evidence-based parameter adaptation with LES scoring and guardrails - convergence_detection: Detect stuck loops via repeated signatures (runner); similarity, oscillation, output delta (audit) - deduplication_guard: Block duplicate or equivalent tool calls within a sliding window - context_overflow_prevention: Memory-pointer pattern + terminal states prevent context inflation - apex_loop_driver: Drive nexus apex Phase 6 — runner invokes the Codex CLI executor, which spawns agents (Orbit orchestrates none) …
Read the whole file at its exact version.
How to install
mdr add simota/agent-skills/orbit@sha256:ecc071fbd80d58bfThe line at the top of this page pins the label git:20261019.e7cdf45, 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_4eqpnkiieqg573dx)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Aug 19, 2026 and Oct 19, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.e7cdf45 latest | 2026-10-19 | e7cdf45 | 24,664 B | A | view · diff |
| git:20261014.86e932e | 2026-10-14 | 86e932e | 24,036 B | A | view · diff |
| git:20261014.350ad2b | 2026-10-14 | 350ad2b | 23,998 B | A | view · diff |
| git:20261009.4537a3e | 2026-10-09 | 4537a3e | 23,829 B | A | view · diff |
| git:20261009.1e21383 | 2026-10-09 | 1e21383 | 23,606 B | A | view · diff |
| git:20260916.35ffd55 | 2026-09-16 | 35ffd55 | 23,270 B | A | view · diff |
| git:20260913.63cc659 | 2026-09-13 | 63cc659 | 23,436 B | A | view · diff |
| git:20260819.f383e47 | 2026-08-19 | f383e47 | 23,398 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 (24664 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
simota/agent-skills · 95 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4eqpnkiieqg573dx GET https://markdownregistry.com/api/v1/resolve?ref=simota/agent-skills/orbit GET https://markdownregistry.com/api/v1/blob/ecc071fbd80d58bf3311dfe2fb63e8136dbdc6a1571ab38f12cbbb5f8a5cb01c
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.
More from simota/agent-skills
Every file in simota/agent-skills