Review the bead or caller intent write scope for completeness and ambiguity. Triggers: "review write scope", "check scope boundaries", "scope this change".
npx skills add https://github.com/boshu2/agentops --skill scope
Review the write scope in the existing bead or caller intent. This skill is
advisory: it does not create a second planning artifact, write a lock, install
a hook, block an edit, or claim paths.
The caller decides whether to adopt the proposal in the original intent source,
and Validate independently compares runtime-derived changed paths with that scope.
Derive the scope from axioms, not enumeration instinct. State the small set of
facts the acceptance makes true — "behavior X lives in root A", "projection B
is generated from A", "history under C is frozen" — and derive every include
and exclude pattern from exactly one axiom. A pattern with no supporting axiom
is unjustified breadth; an axiom with no pattern is a gap. Both go in the
review output. Scopes assembled by listing directories that feel related are
the vibes perimeter failure mode: they cannot be defended when Validate
finds a path on the boundary, because nobody can say why the line is where it
is. Stop condition: the review is complete when the axiom-to-pattern mapping
has no unmapped members on either side.
When the review finds that protected paths were already touched — or the
caller asks how a scope violation should be unwound — the advisory answer is a
ceremony, not a hand-wave: identify the known-good source for each affected
path (committed state, snapshot, or generated-from-source), restore, then
verify byte-for-byte that restored content matches the known-good bytes
(content hash comparison, not visual diff or "looks right"). Recovery declared
on inspection alone is the eyeballed restore failure mode: a file that
looks restored can still differ in bytes that matter. The ceremony's stop
condition is a hash match for every affected path; any path with no
known-good source to verify against is reported as unrecoverable-as-scoped,
and the caller decides.
write_scope:
include: ["bounded/source/**"]
exclude: ["bounded/source/generated-by-other-owner/**"]
generated_companions: ["bounded/generated/**"]
gaps: []
ambiguities: []
introduced.
If the scope cannot be made unambiguous from the supplied acceptance, report
the missing facts and stop. The caller may revise the intent in a new action.
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/scope 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.