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Standard and fast PPT pipeline. All LLM / VLM / T2I calls are wrapped in a single CLI entry (scripts/run_stage.py). The main agent's job is simple: emit ONE shell command per stage, never write loops, never write prompts. Standard mode plans thoroughly with a three-sample deck preview checkpoint (three concatenated deck images plus a preview URL), web research, image search, and user-selected final output format (PPTX or PDF) for polished, delivery-ready presentations. Fast mode builds a complete draft immediately with autonomous decisions, then provides structured refinement suggestions so the user can iterate quickly. Supports AI-generated infographics (U1) for diagrams and flowcharts, web image search (Serper) for real photos, and ECharts for data charts.

处理包含百分比字符串的分类占比数据，通过补全缺失维度并生成堆叠柱状图，直观展示多维度构成随时间或分类的变化趋势。

Comprehensive rule-based check. Triggered by "/check [target]" to evaluate all source files against project rules and report every violation.

Multi-phase project assessment with scoring. Triggered by "/assess" to evaluate project health across dimensions and generate a comprehensive report.

Enhanced `ps` process viewer with interactive UI, fzf support, AI filtering, and CSV/JSON/TSV output formats. **Dependency**: This is an x-cmd module. Install x-cmd first (see x-cmd skill for installation options). see x-cmd skill for installation.

Add and validate custom Go analysis linters in gh-aw.

Rules for the SkillHub backend Maven multi-module clean architecture. Ensures agents place new code in the correct module and respect dependency direction.

Build the matrix of all the samples throughout different frameworks.

Fast malware triage workflow — static (PE/Mach-O/ELF format, strings, imports, signatures, entropy/packed indicators), dynamic (sandbox with INetSim, Wireshark, Process Monitor, Procmon, time-shift), unpack (Scylla/PE-sieve), then full RE with Ghidra/IDA. Designed for ≤15 min initial verdict.

Read before running tests. Detailed instructions for single, standard unit tests (fast), full suites (slow), handling authentication, and obtaining the API Token. Tests must be run when a job is complete.

Best practices for creating and maintaining NetAlertX settings (config.json), including UI, validation, localization, runtime behavior, and implementation consistency.

Equips sellers with macro industry trends by analyzing trending data and specific analyst/competitor channels.

Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.

Detect and track technical debt from conversation and PR review comments. Resurface in weekly retros, promote to commitments when ready to fix.

One-time onboarding for the developer workflow — installs github-workflow missions, creates the commitments workspace, registers per-repo projects, writes calibration memories. After successful setup this skill is excluded from selection until the marker file is deleted.

MUST use when configuring triggers.

Add a new API to the JIT-VM (aka JIT-EE) interface in the codebase.

Start/reuse a local app, wait for readiness, inspect rendered state/console/network, act from observed selectors, and verify with evidence.

Create/edit/inspect/verify slide decks and PPTX presentations.