SKILLEMALL.ai

BC qubitclient-control

Real-time quantum measurement control based on MCP (Model Context Protocol) for executing experimental tasks including: (1) S21 spectroscopy scans, (2) Rabi oscillation measurements, (3) Ramsey fringe experiments, (4) T1 relaxation time characterization, (5) T2 coherence time measurements, (6) DRAG pulse calibration, (7) Optimal π-pulse finding, (8) Power shift analysis, (9) Single-shot readout optimization, and (10) 2D spectrum acquisition. Provides unified control interface through langchain-mcp-adapters with support for parameter sweeps, data acquisition, and real-time feedback

ClawHub Agent Skills author: yaqiang.sun v0.1.0 MIT-0 2 files body ≈ 1 715 tokens Open the sourceclawhub.ai analyzed 21 h ago

Real-time quantum measurement control based on MCP (Model Context Protocol) for executing experimental tasks including: (1) S21 spectroscopy scans, (2) Rabi…

As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

AnalyzerAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
89/100
safety, quality, tests
Safety 60%
100
Quality 40%
73
Run on models
none yet
Process rating
C
53/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
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: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")

Process rating: all ten parameters 53/100

  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 100Tools and files. No external tools needed
  • 100Steps. 19 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1715 tokens
  • 100Running it twice. No mutating operations

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
  • +2Single-language instructions
  • +3Description length 587: enough signal without eating the budget
  • +4Structure: 19 headings
  • +3Step-by-step instructions: 19 items
  • +4Has examples (14 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 73.

External checks

ClawHub: clean
This is a documentation-only skill for quantum measurement control, with no hidden execution or persistence found.
LLM: benign (high) · VirusTotal: · 9 Jul 2026