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CD launch-openshell-gator

Launch and supervise OpenShell gator agents. Use when starting gator on issues or PRs, checking gator sandboxes, building the gator sandbox image, restarting stuck gators, inspecting gator logs, or experimenting with gator harness/model overrides. Trigger keywords - launch gator, start gator, run gator, gator sandbox, supervised gator, gator logs, restart gator.

NVIDIA/openshell Agent Skills author: NVIDIA Apache-2.0 1 file body ≈ 5 266 tokens Open the sourcegithub.com↗ analyzed 4 d ago

Launch and supervise OpenShell gator agents.

As a process D 48/100 · Unfinished process — References files that are not bundled: [a-z0-9-]{0,17}[a-z0-9], scripts/agents/run.sh, scripts/agents/gator/agent.yaml

AnalyzerGitHubDockerSoftware developmenttype and topics are labelled automatically from the skill text
Runs in: Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) OpenClaw Goose OpenCode
JSON
Technical rating
C
85/100
safety, quality, tests
Safety 60%
100
Quality 40%
62
Run on models
none yet
Process rating
D
48/100
Unfinished process
References files that are not bundled: [a-z0-9-]{0,17}[a-z0-9], scripts/agents/run.sh, scripts/agents/gator/agent.yaml
Tools and files w 18
0
Result and completion w 14
0
When it triggers w 12
20
the three weakest of ten parameters · all ten

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 1. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 5266 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: [a-z0-9-]{0,17}[a-z0-9]
  • warning missing-ref reference to a missing file: scripts/agents/run.sh
  • warning missing-ref reference to a missing file: scripts/agents/gator/agent.yaml
  • warning missing-ref reference to a missing file: scripts/agents/gator/Dockerfile
  • warning missing-ref reference to a missing file: scripts/agents/gator/policy.yaml
  • warning missing-ref reference to a missing file: scripts/agents/gator/bin/gh
  • warning missing-ref reference to a missing file: scripts/agents/gator/bin/review-feedback-ledger
  • warning missing-ref reference to a missing file: scripts/agents/gator/bin/resolve-gator-review-threads
  • warning missing-ref reference to a missing file: scripts/agents/gator/bin/validate-review-findings
  • warning missing-ref reference to a missing file: scripts/agents/gator/prompts/gator.md
  • warning missing-ref reference to a missing file: scripts/agents/gator/skills/gator-gate/SKILL.md
  • warning missing-ref reference to a missing file: scripts/agents/gator/
  • note edit-residue the text marks something as outdated (lines 316): check that old rules are not kept next to new ones — the full check reads the text for contradictions

Process rating: all ten parameters 48/100

Will not run. References files that are not bundled: [a-z0-9-]{0,17}[a-z0-9], scripts/agents/run.sh, scripts/agents/gator/agent.yaml
  • 0Tools and files. 12 referenced file(s) missing: [a-z0-9-]{0,17}[a-z0-9], scripts/agents/run.sh, scripts/agents/gator/agent.yaml
  • 0Result and completion. Does not say what the result is
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 10 mutating operations with no state check
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 70Execution cost. Instruction body is 5266 tokens
  • 85Steps. 39 steps, 1 vague phrases
  • 100Failures and branches. 3 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Progress reporting. Reports progress
  • low 10 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (3 tags): a typed call is more reliable

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +3Description length 364: enough signal without eating the budget
  • +4Structure: 28 headings
  • +3Step-by-step instructions: 39 items
  • +4Has examples (17 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 62.