13c-metabolic-flux
Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps,โฆ
Prepares and structurally reviews readiness evidence for ISO management-system and laboratory-competence standards - ISO 13485 medical device QMS, ISO 14971 device risk management, ISO/IEC 17025 testing and calibration laboratories, and ISO 15189 medical laboratories. Use when
Claude Code
$ npx -y skills add K-Dense-AI/scientific-agent-skills --skill iso-standards-readiness --agent claude-code
Codex
$ npx skills add K-Dense-AI/scientific-agent-skills --skill iso-standards-readiness -a codex -y
Cursor
$ npx skills add K-Dense-AI/scientific-agent-skills --skill iso-standards-readiness -a cursor -y
Gemini CLI
$ npx skills add K-Dense-AI/scientific-agent-skills --skill iso-standards-readiness -a gemini-cli -y
GitHub Copilot
$ npx skills add K-Dense-AI/scientific-agent-skills --skill iso-standards-readiness -a github-copilot -y
OpenCode
$ npx skills add K-Dense-AI/scientific-agent-skills --skill iso-standards-readiness -a opencode -y
Windsurf
$ npx skills add K-Dense-AI/scientific-agent-skills --skill iso-standards-readiness -a windsurf -y
name: iso-standards-readiness description: Prepares and structurally reviews readiness evidence for ISO management-system and laboratory-competence standards - ISO 13485 medical device QMS, ISO 14971 device risk management, ISO/IEC 17025 testing and calibration laboratories, and ISO 15189 medical laboratories. Use when organizing declared scope, controlled documents, risk-management files, scope of accreditation, traceability, CAPA, external-provider controls, or bounded local evidence manifests, and when separating ISO certification from laboratory accreditation, FDA QMSR inspection, CLIA certification, MDSAP, and EU MDR/IVDR evidence boundaries. Not for legal applicability, compliance, certification, or accreditation decisions; contains no clause text. license: MIT compatibility: Python 3.11+; bundled CLIs use only the standard library and bounded local JSON/Markdown files, with no network access or credentials. allowed-tools: Read Write Bash Glob metadata: version: "1.3" skill-author: K-Dense Inc. supersedes: iso-13485-certification last-reviewed: "2026-10-01"
Use this skill to organize declared scope, controlled documents, implementation records, traceability, and readiness evidence for substantive human review against a named standard. It summarizes process workflows and provides deterministic local checks. It contains no clause text and performs no audit.
`SKILL.md` holds the boundary, lane discipline, shared evidence workflow, and CLI contract. Per-standard preparation details live in `references/`.
This skill cannot:
schedule, or licence, or promise an audit, assessment, or inspection result;
conformity route, product authorization, market access, licensure, personnel qualification, or compliance;
quality manager, authorized signatory, RA/QA, legal counsel, regulatory/competent authorities, a notified body, an MDSAP Auditing Organization, an accreditation body, an assessor, or a certification body;
metrological traceability, set risk-acceptability criteria, or judge whether a risk, decision rule, or reference interval is fit for purpose; or
template, checklist, filename, keyword, document count, percentage, or script result.
Always label outputs **draft evidence-preparation material for authorized human review**. Preserve unresolved decisions as blockers rather than resolving them.
ISO and IEC standards are copyrighted. Obtain each standard from [ISO](https://www.iso.org/standards.html), IEC, an ISO national member, or another authorized source. Do not retrieve, paste, reproduce, or generate clause text. Summarize the organization's own process and cite the controlled authorized copy. See [ISO copyright](https://www.iso.org/copyright.html). Accreditation-body, CAP, and scheme checklists that quote requirements are separately licensed โ keep them out of shared repositories and prompts too.
Read the reference file for the standard in play **before** preparing evidence. Each one carries its own current edition, lane, domain vocabulary, and failure modes.
| Standard | Profile key | Lane | Reference | | --- | --- | --- | --- | | ISO 13485 medical device QMS | `iso-13485` | Certification | `references/iso-13485.md` | | ISO 14971 device risk management | `iso-14971` | Supports a declared lane | `references/iso-14971.md` | | ISO/IEC 17025 testing and calibration laboratories | `iso-17025` | Accreditation | `references/iso-17025.md` | | ISO 15189 medical laboratories | `iso-15189` | Accreditation | `references/iso-15189.md` |
A standard absent from this table is out of scope for the bundled checks. Do not repurpose a profile for a standard it does not name โ a domain vocabulary borrowed from a different standard produces a report that looks complete and means nothing.
**EN ISO 13485:2016/A11:2021** is a European amendment, not an ISO international "Amendment 1:2021."
informative guidance companion. Its proposed successor **ISO/AWI TS 24971-1** is under development, not a published replacement or a new normative basis.
requirements formerly in ISO 22870, and its accreditation transition closed in **December 2025** โ implemented, not upcoming.
*Quality Management System Regulation*; QSIT is retired in favour of Compliance Program **7382.850**.
**2026-08-03**.
commenced full operations **2026-01-01**, replacing ILAC and IAF, with its own MRA; former IAF MLA / ILAC MRA outputs stay recognized during the transition.
decisions, current MDCG guidance, and the product-specific conformity route.
Read `references/source-ledger.md` before making any time-sensitive statement. It records catalogue confirmation, published versus draft documents, and the remaining EU source-retrieval limitations. The bundle
๐ Claude Scientific Skills is now Scientific Agent Skills. Same skills, broader compatibility โ now works with any AI agent that supports the open Agent Skills standard, not just Claude.
Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps,โฆ
Uses the Adaptyv Bio Foundry API and Python SDK to design protein characterization experiments, estimate costs, submit sequences,โฆ
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting,โฆ
AlphaGenome API key, free for non-commercial use from deepmind.google.com/science/alphagenome. ALPHA_GENOME_API_KEY is acceptedโฆ
Plans, executes, and documents validation, verification, and transfer of analytical procedures under the governing framework -โฆ
Handles annotated matrices in single-cell analysis, .h5ad and Zarr files, and integration with the scverse ecosystem. This is theโฆ
Use this skill to extract structured Markdown/JSON from PDFs and document imagesโtables with cell-level precision, formulas asโฆ