Load only the standards relevant to a caller-supplied change, then report concrete findings. Triggers: "check standards", "which standards apply".
npx skills add https://github.com/boshu2/agentops --skill standards
Load the smallest set of standards justified by the caller's files, language,
and risks. Do not preload the entire reference corpus.
common-standards.md plus only the matching language or checklistreferences.
not-checked scope.
This skill provides context and findings. It does not edit, validate, retry,
approve, commit, release, deliver, or decide continuation.
When the supplied change rewrites existing files in bulk — formatters,
codemods, migration scripts, generators pointed at hand-written sources —
check it against three standards and report each as a finding when absent:
command or script whose inputs, outputs, and dry-run mode can be inspected.
Edits scattered across ad-hoc one-liners and manual touch-ups are the
diffuse mutation failure mode: no single point can be audited, re-run,
or blamed. Finding: name every mutation path outside the chokepoint.
originals are preserved with content hashes recorded (a committed baseline
counts), so "the rewrite changed only what it claims" is checkable
byte-for-byte, not asserted. Finding: a bulk rewrite with no verifiable
before-state.
does not touch, and the diff respects it. A formatter run that also renames,
a codemod that also refactors, is the scope-creep rewrite failure mode.
Finding: any file class in the diff outside the change's own stated scope.
Stop condition for this check: all three standards have an explicit pass or
finding; a bulk-rewrite review that reports style nits but skips these is
incomplete.
Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
Build and distribute Expo development clients locally or via TestFlight
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.
Take boshu2/standards from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.