# Fps Vod Review Automation

> FPS Gameplay VOD Review & Coaching Automation — evidence-backed FPS performance analysis harness. Use this skill when users request FPS game analysis, VOD review, performance coaching, aim training guidance, tactical improvement for CS2/Valorant/Overwatch/Apex, or need structured FPS performance assessments with drill prescriptions and game plans. This skill provides professional-grade analysis w…

- **Type:** Skill
- **Install:** `agentstack add skill-dungnotnull-fps-vod-review-automation-agent-skill-fps-vod-review-automation-agent-skill`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [dungnotnull](https://agentstack.voostack.com/s/dungnotnull)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [dungnotnull](https://github.com/dungnotnull)
- **Source:** https://github.com/dungnotnull/fps-vod-review-automation-agent-skill

## Install

```sh
agentstack add skill-dungnotnull-fps-vod-review-automation-agent-skill-fps-vod-review-automation-agent-skill
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# FPS VOD Review Automation — Production Skill

## Overview

This skill provides **evidence-backed FPS performance analysis and coaching** through a 6-step harness that combines real-time data aggregation, recognized coaching methods, and academic research into structured, risk-disclosed recommendations.

## When This Skill Triggers

Use this skill when the user mentions:
- FPS game analysis, VOD review, demo analysis
- Performance coaching, improvement plans
- Aim training, mechanical skill assessment
- Tactical analysis, positioning, utility usage
- CS2, Valorant, Overwatch 2, Apex Legends, Rainbow Six Siege
- "How to improve at [FPS game]", "Review my gameplay"
- FPS coaching, skill assessment, rank improvement
- Mistake analysis, drill prescriptions, practice plans

## Quick Start

```
/fps-vod-review-automation "Analyze my CS2 gameplay and tell me how to reach Global"
```

## Architecture

```
SKILL.md (Entry Point)
    │
    ├── config/          # Configuration management
    ├── src/             # Core Python package
    ├── skills/          # Sub-skill definitions
    ├── scripts/         # Automation utilities
    ├── references/      # Domain knowledge & prompts
    ├── assets/          # Templates & schemas
    └── tools/           # External tools
```

## Sub-Skills Registry

| Skill ID | File | Purpose | Phase |
|----------|------|---------|-------|
| `sub-gather-requirements` | skills/sub-gather-requirements.md | Intake & requirements gathering | 1 |
| `sub-evidence-collector` | skills/sub-evidence-collector.md | Data fetching & evidence collection | 2 |
| `sub-core-analysis` | skills/sub-core-analysis.md | VOD review & performance analysis | 3 |
| `sub-knowledge-updater` | skills/sub-knowledge-updater.md | Academic evidence retrieval | 4 |
| `sub-advisor` | skills/sub-advisor.md | Synthesis & recommendations | 5 |

## Execution Flow

```
1. Pre-Flight: Language Detection (vi/en)
    ↓
2. Sub-Skill 1: Gather Requirements
    ↓
3. Sub-Skill 2: Evidence Collection
    ↓
4. Sub-Skill 3: Core Analysis
    ↓
5. Sub-Skill 4: Knowledge Update
    ↓
6. Sub-Skill 5: Advisory Synthesis
    ↓
7. Quality Gates (U1-U6, G1-G4)
    ↓
8. Output Delivery
```

## Tools Available

- `WebSearch` — Live domain data and academic sources
- `WebFetch` — Scrape authoritative pages
- `Read` — Access SECOND-KNOWLEDGE-BRAIN.md and references
- `Write` — Update knowledge base
- `Bash` — Execute pipeline scripts
- `Skill` — Invoke sub-skills sequentially

## Hooks System

See `references/hooks.md` for available lifecycle hooks:
- `pre-analysis` — Before step 1
- `post-evidence` — After step 2
- `post-analysis` — After step 3
- `pre-advisory` — Before step 5
- `post-quality-gate` — After all gates

## Configuration

Environment variables (optional):
- `FPS_VOD_ROOT` — Project root directory
- `FPS_VOD_LOG_LEVEL` — Logging level (default: INFO)
- `FPS_VOD_LANGUAGE` — Default language (en/vi)
- `FPS_VOD_STRICT_MODE` — Enable strict quality gates (default: true)

## Quality Standards

This skill enforces 10 quality gates:
- **U1-U6**: Universal gates (sources, disclosure, evidence hierarchy, language, template, traceability)
- **G1-G4**: Domain gates (round review, mistake taxonomy, drills, coaching science)

## Output Format

See `assets/output-template.md` for the complete output structure.

## Knowledge Base

The skill maintains `SECOND-KNOWLEDGE-BRAIN.md` with:
- Core coaching methods
- 15+ DOI-cited academic papers
- Authoritative sources
- SOTA techniques
- Self-update protocol

## Dependencies

Python packages (see `requirements.txt`):
- pydantic, yaml, structlog, requests, tenacity

## Testing

```bash
# Run all tests
pytest tests/ -v

# Run validators
python tools/validate_project.py
python tools/run_test_scenarios.py
```

## Contributing

See `CONTRIBUTING.md` for guidelines.

## License

MIT License — see `LICENSE` file.

---

**Version:** 1.0.0  
**Last Updated:** 2026-07-20  
**Status:** Production Ready

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [dungnotnull](https://github.com/dungnotnull)
- **Source:** [dungnotnull/fps-vod-review-automation-agent-skill](https://github.com/dungnotnull/fps-vod-review-automation-agent-skill)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-dungnotnull-fps-vod-review-automation-agent-skill-fps-vod-review-automation-agent-skill
- Seller: https://agentstack.voostack.com/s/dungnotnull
- Browse the marketplace: https://agentstack.voostack.com/browse

---
Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.