rducks-development
Use for Rducks implementation, ABI/transport changes, or package builds.
Skill by sounkou-bioinfo
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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.
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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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duckqc-design
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Use when designing DuckDB-native sequencing QC metrics, reductions, or compatibility outputs.
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Use for C DuckDB extension architecture, ownership, concurrency, API compatibility, vendoring, function catalogs, or packaging and exposing the extension…
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r-c-anti-slop
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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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r-package-development
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Use for R package metadata, documentation generation, builds, checks, or release work.
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duckhts-development
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Use for DuckHTS implementation, build, or public SQL/R API changes.
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duckhts-wasm-debugging
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Use when debugging DuckHTS in webR, duckdb-wasm, or Emscripten/browser workers.
SkillBFreshness: B★ 2Claude Code +9 - 0.556score
biomedical-evidence-search
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Use for variant, gene, trait, eQTL/PheWAS, score, or literature lookups via biomedical_search.
SkillBFreshness: B★ 2Claude Code +9 - 0.554score
local-review
sounkou-bioinfo
Use for Plannotator plan or local diff review, or for a short Pi tree exploration followed by returning to implementation.
SkillBFreshness: B★ 2Claude Code +9
Signals
- Stars
- 2
- Forks
- 1
- Open issues
- 2
- Last commit (this folder)
- Sep 6, 2026 (2 months 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
architecture-refinement
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
s7-development
sounkou-bioinfo
Use when implementing or changing R S7 classes, properties, methods, or package integration.
SkillBFreshness: B★ 2Claude Code +9 - 0.561score
duckvep-design
sounkou-bioinfo
Use when designing DuckDB-native variant consequence prediction, including transcript and haplotype semantics.
SkillBFreshness: B★ 2Claude Code +9 - 0.561score
duckqc-design
sounkou-bioinfo
Use when designing DuckDB-native sequencing QC metrics, reductions, or compatibility outputs.
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…
SkillBFreshness: B★ 2Claude Code +9
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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)