qiskit SKILL.md skillA
qiskit from k-dense-ai/scientific-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add k-dense-ai/scientific-agent-skills/qiskit@v2.3Pins v2.3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- k-dense-ai/scientific-agent-skills
- Path
skills/qiskit/SKILL.md- Versions recorded
- 6
- Latest version
- v2.3, committed Oct 1, 2026
- First version recorded
- May 27, 2026
- Size
- 13,267 bytes
- Repository stars
- 56,497
- License
- MIT
Builds, simulates, transpiles, and executes quantum circuits with Qiskit and IBM Quantum Runtime. Use for Qiskit 2.x circuits and operators, V2 Sampler or Estimator primitives, target-aware transpilation, local or noisy simulation, IBM QPU execution, Runtime sessions or batches, error mitigation, and Qiskit ecosystem packages.
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
# Qiskit Use current Qiskit 2.x APIs to build circuits, prepare hardware-compatible instruction set architecture (ISA) circuits, and execute them through V2 primitives. Reviewed **2026-10-01** with local tests on `qiskit==2.5.2`, `qiskit-ibm-runtime==0.50.0`, and `qiskit-aer==0.17.2`. IBM account, QPU, session, and batch examples are illustrative and documentation/source-checked; no remote workloads were submitted. See [references/sources.md](references/sources.md) for the verification boundary. Runtime 0.50 deprecates the top-level `SamplerV2`/`EstimatorV2` implementations. New code imports `Sampler` from `qiskit_ibm_runtime.executor_sampler` and `Estimator` from `qiskit_ibm_runtime.executor_estimator`. These still implement the V2 PUB interface, using client-side processing and `Executor`. Use option models from `qiskit_ibm_runtime.options_models`. ## Choose the Right Path | Goal | Recommended interface | |---|---| | Ideal evolution with finite-shot sampling | `qiskit.primitives.StatevectorSampler` | | Exact local expectation values | `qiskit.primitives.StatevectorEstimator` | | High-performance or noisy simulation | Qiskit Aer | …
Read the whole file at its exact version.
How to install
mdr add k-dense-ai/scientific-agent-skills/qiskit@sha256:538e5db262e7c237The line at the top of this page pins the label v2.3, 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_tnxgfzxviwijbxzd)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between May 27, 2026 and Oct 1, 2026, about one every 25 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.3 latest | 2026-10-01 | a92663a | 13,267 B | A | view · diff |
| v2.2 | 2026-09-30 | ce9e6e9 | 12,304 B | A | view · diff |
| v2.1 | 2026-09-02 | 1e5eeff | 11,822 B | A | view · diff |
| v2.0 | 2026-07-23 | 53c5897 | 10,864 B | A | view · diff |
| git:20260611.1b8fae3 | 2026-06-11 | 1b8fae3 | 8,775 B | A | view · diff |
| v1.0 | 2026-05-27 | 0936740 | 8,770 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 (13267 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
k-dense-ai/scientific-agent-skills · 56,497 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tnxgfzxviwijbxzd GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/qiskit GET https://markdownregistry.com/api/v1/blob/538e5db262e7c237cff2bac191480f81688b8679167740af7405fcda1340511e
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.