Use when building release binaries, generated assets, archives, manifests, wheels, native helpers, or supply-chain-sensitive artifacts.
Scanned 9/3/2026
Install to Claude Code
Skills Directorynpx -y skills add ShugokiFable/Ultimate-AI-Starter-Bundle --skill reproducible-builds --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Reproducible Builds?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/shugokifable-reproducible-builds)More formats (shields.io, HTML) on the badges page.
---
name: reproducible-builds
description: Use when building release binaries, generated assets, archives, manifests, wheels, native helpers, or supply-chain-sensitive artifacts.
---
# Reproducible Builds
## Core rule
A release build should be **deterministic** under its declared inputs. Pin the build **toolchain**, normalize uncontrolled metadata, and verify repeated outputs.
## Contract
Record source revision, compiler/runtime versions, dependency lock, flags, target architecture, and environment knobs that affect bytes. Build twice in clean temporary directories and compare relevant output **hash** values.
Eliminate timestamps, random temp paths, VCS metadata, locale, unordered traversal, and host-specific absolute paths from artifacts where possible. If byte reproducibility is impossible, define and test the narrower reproducibility contract explicitly.
Generate checksums/SBOM/manifests only after final artifact content is fixed.
Do not rebuild a published binary under a different compiler version and call the byte change a source fix. First prove whether the source or the toolchain changed.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!
Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) via team-mode for ruthless cross-critique debate, distills only the defensible insights, then MANDATORILY hands the distilled insight bundle to the `plan` agent for executable plan formalization. Use when planning needs maximum rigor and surfacing of weak assumptions, blind spots, and over-engineering. Triggers: 'hyperplan', 'hpp', '/hyperplan', ...
Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.
Routes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limiting throughput on data-heavy tasks.
**Complete production-ready guide for Google Gemini embeddings API** This skill provides comprehensive coverage of the `gemini-embedding-001` model for generating text embeddings, including SDK usage, REST API patterns, batch processing, RAG integration with Cloudflare Vectorize, and advanced use cases like semantic search and document clustering. ---
Recovers prior coding-agent session context by running `catchup <agent> --since-compact`, which extracts a clean summary of a previous Codex, Claude Code, Antigravity, OpenCode, or Pi Agent session. Use when the user says "catch up", "what did the last session do", "get me up to speed", "I switched agents", or asks to recover/summarize a previous session before continuing. Do NOT use for the current conversation, git history, or any non-agent log.
