hallucination-detector

Language-agnostic development process harness implementing the Stateless Agent Methodology (SAM) 7-stage pipeline with ARL human touchpoint model and Voltron-style language plugin composition. Provides orchestration, workflows, planning, verification, and testing methodology that any language plugin can compose with.

79 skills · 28 agents · 3 MCP servers · hooks

Complete plugin development toolkit for creating, refactoring, and validating Claude Code plugins and agents. Use when creating new plugins/skills/agents, refactoring existing plugins/skills, validating frontmatter, or restructuring plugin components. Includes specialized agents for assessment, planning, execution, and validation workflows.

48 skills · 15 agents · 1 MCP server

Opinionated Python 3.11+ engineering system. Establishes strong defaults (SOLID, typing policy, testing standards, code smell detection) and routes to specialist skills for TDD, CLI, web, data/science, and constrained environments.

44 skills · 6 agents

Query, transform, and convert structured data files (JSON, YAML, TOML, XML, CSV, HCL, INI) using dasel v3. Provides reference syntax, exploration workflows, transformation patterns, and cross-platform installation.

9 skills · 3 agents · hooks

Analyze Claude Code agent session transcripts to identify inefficiencies, anti-patterns, repeated mistakes, and missing tooling opportunities for continuous improvement

4 skills · 4 commands · 2 agents · 2 MCP servers

Comprehensive Bash 5.1+ and POSIX shell development plugin with modular skills for scripting, portability, testing, linting, logging, and version-specific features (5.1, 5.2, 5.3 changelogs with examples). Includes specialized agents for script development and code auditing.

8 skills · 2 agents

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

Advanced ML techniques including MoE Training, Model Merging, Long Context, Speculative Decoding, Knowledge Distillation, and Model Pruning. Use when implementing cutting-edge optimization or architecture techniques.

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