rducks-development
Use for Rducks implementation, ABI/transport changes, or package builds.
Skill by sounkou-bioinfo
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/sounkou-bioinfo-rducks-development
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/rducks-development
What's inside
- Skill name
rducks-development- Description
- Use for Rducks implementation, ABI/transport changes, or package builds.
- License
- MIT
- Instructions
- 30 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Rducks development ## Ownership Read repository instructions first. R owns user-facing admission and orchestration; native code owns execution and marshalling. R API calls and SEXP mutation/allocation remain on the R thread. Protect values across allocation and never retain borrowed R memory beyond its contract. `rducks_release(con)` clears an attachment; it does not unregister database-catalog functions still visible to sibling connections. ## Plan and ABI Freeze a strict execution plan at registration. Do not silently substitute a different plan, data plane, or DuckDB ABI later. Exact per-version unstable artifacts are part of identity; fail before `LOAD` when the required artifact is absent or incompatible. Use runtime capability probes for optional types/features such as `VARIANT`; version strings are not sufficient. Keep direct in-process transport distinct from Quack/NNG worker marshalling and test both where claimed. `RDUCKS_DUCKDB_VERSIONS` limits reduced developer builds to a subset of declared versions (release builds still include every declared version); `RDUCKS_DEV_SURFACES=true` gates dev/test SQL probes so they do not leak into production registration. Generated catalogs/docs derive from their authority; authored R files remain authored. Keep wasm artifacts and runtime assumptions separate from native package builds. ## Gates Use affected tests while iterating and current repository-required gates before native/ABI/transport/package handoff. Select the relevant surfaces below; a prose-only edit needs documentation checks, not every runtime: - package tests and tarball check; - generated R documentation and catalog drift; - README rendering; - direct and worker data planes; - exact ABI/load failures; - wasm harness where touched. Generic R package mechanics belong to `r-package-development`; this skill owns Rducks-specific plan, thread, ABI, and transport contracts.
From sounkou-bioinfo/pi-skills, MIT.
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Use to audit R/C helper sprawl, redundant checks, complexity, or host-unsafe assertions with Tree-sitter.
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Use for variant, gene, trait, eQTL/PheWAS, score, or literature lookups via biomedical_search.
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duckhts-wasm-debugging
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Use when debugging DuckHTS in webR, duckdb-wasm, or Emscripten/browser workers.
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r-package-development
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Use for R package metadata, documentation generation, builds, checks, or release work.
SkillBFreshness: B★ 2Claude Code +9 - 0.554score
project-orientation
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Re-establish working context after a handoff, when resuming unfamiliar repository work, or when requirements, source, tests and remembered decisions conflict.
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Signals
- Stars
- 2
- Forks
- 1
- Open issues
- 2
- Last commit (this folder)
- Sep 6, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/sounkou-bioinfo/pi-skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from sounkou-bioinfo
- 0.598score
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sounkou-bioinfo
Use for consequential architecture review, exploratory coding and theory-building when requirements or behavior are uncertain, technical issue refinement, and…
SkillAFreshness: A★ 2Claude Code +9 - 0.563score
bioinformatics-rewrites
sounkou-bioinfo
Use when reusing, binding, porting, or redesigning a bioinformatics implementation - reuse decisions, native FFI/bindings, compatibility with a named upstream…
SkillBFreshness: B★ 2Claude Code +9 - 0.561score
duckvep-design
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Use when designing DuckDB-native variant consequence prediction, including transcript and haplotype semantics.
SkillBFreshness: B★ 2Claude Code +9 - 0.561score
duckqc-design
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Use when designing DuckDB-native sequencing QC metrics, reductions, or compatibility outputs.
SkillBFreshness: B★ 2Claude Code +9 - 0.561score
s7-development
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Use when implementing or changing R S7 classes, properties, methods, or package integration.
SkillBFreshness: B★ 2Claude Code +9 - 0.559score
duckdb-c-extension
sounkou-bioinfo
Use for C DuckDB extension architecture, ownership, concurrency, API compatibility, vendoring, function catalogs, or packaging and exposing the extension…
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Cite this page
rducks-development skill. Agent Mart. https://agentmart.dev/skills/sounkou-bioinfo-rducks-development (last updated 2026-10-24)