outcome-engineering

Advanced Python code quality gates beyond basic linting. Covers cognitive complexity (complexipy), code duplication (jscpd), architectural enforcement (import-linter), dependency hygiene (deptry), test quality gates (diff-cover, mutmut), docstring coverage (interrogate), and AI-generated code detection (sloppylint). Complements the code-quality skill with 20+ additional tools.

1 skill

Comprehensive Python code quality skill. Sets up and runs ruff (lint + format), mypy (type checking), xenon (cyclomatic complexity), vulture (dead code), file-length gates, and pre-commit hooks. Provides a full Makefile-based workflow using uv for fast package management.

1 skill

Comprehensive Python code security skill combining static analysis tools (Bandit, pip-audit, safety) with LLM-powered dynamic analysis. Claude actively reviews code for injection vulnerabilities, path traversal, insecure deserialization, secrets exposure, auth bypasses, and logic flaws that static tools miss.

1 skill

Codifies Sam's mature architectural patterns for Python APIs, infrastructure/DevOps, Garmin/embedded systems, and frontend projects. Enforces Service→Repository→Database pattern, 80% test coverage, comprehensive CI/CD, and zero-tolerance security standards.

1 skill

Apply Sam Dumont's personal writing voice and style when drafting any written content. Works in English and French.

1 skill

Research whether a metal band has ties to far-right, NSBM, or fascist movements. Uses parallel research agents with tiered verdicts for both historical and current status.

1 skill

IoT device lifecycle, telemetry anomaly detection, fleet management, and witness chain verification for Cognitum Seed hardware

5 skills · 1 command · 4 agents

Find and verify professional email addresses, search contacts by domain, and enrich company data -- directly in Claude.

13 skills · 1 MCP server

Portable operating method: session lifecycle agents, pre-ship code review, deploy with live verification and state doc update, and production log health check

5 agents

Answer questions about past agent runs from the recording, not from memory. Three read-only stdlib scripts over the session transcripts Claude Code and Codex already write: a finder that locates the run by repo, time window, touched file or command text; a timeline that numbers every step with its exit code, lists every file changed (flagging changes the agent never mentioned) and walks back from any step with each causal edge labelled recorded or inferred by a named rule; and a claim checker that tests a summary's claims (ran, passed, edited, not-edited, read) against the run and catches tests that passed before a later edit and exit codes that belong to the last command of a pipe. Secrets are always redacted. A UserPromptSubmit hook gives the agent this session's transcript path when a prompt asks about past work. Ships cs-run-forensics agent, /cs-run-forensics and /cs-check-claims commands and 3 cited references.

1 skill · 2 commands · 1 agent · hooks

Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Includes LaTeX templates, citation verification, reviewer guidelines, publication-quality figure generation, systems paper structural blueprints, and conference presentation slides.

98 skills

理论溯源与案例重释。审查 PPT、课程、文案或方法论中的经验判断，先判断命题是否成立，再匹配并核实可信理论，用该理论重释案例并标明边界。适用于给自创理论找依据、给 PPT 补理论来源、判断一句话能否上升为理论、检查是否硬套名人；聚焦单次理论锚定，不默认展开历史同构研究。

1 skill