---
title: "av/facts skills · skilld"
canonical_url: "https://skilld.dev/gh/av/facts"
meta:
description: "Antidote for fluffy specs, a toolkit for fact-driven development with AI agents"
"og:description": "Antidote for fluffy specs, a toolkit for fact-driven development with AI agents"
"og:title": "av/facts skills"
"twitter:description": "Antidote for fluffy specs, a toolkit for fact-driven development with AI agents"
"twitter:title": "av/facts skills"
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[All skills](https://skilld.dev/skills)
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# **av/facts**
Antidote for fluffy specs, a toolkit for fact-driven development with AI agents
main Updated 4 months ago [GitHub](https://github.com/av/facts)
## Repository statistics
- Indexed skills
**8**
- Skill groups
**1**
- GitHub stars
**203**
- Forks
**9**
## Skills
8 total
Sort skills
[
**/facts**
Manage .facts files — atomic, validatable truth statements about a project. Install, check, list, add, edit, remove, and lint facts via the CLI. ALWAYS read this skill when the user mentions facts in any capacity. /facts](https://skilld.dev/gh/av/facts/facts)
Updated 4 months ago
[
**/facts-discover**
Scan the codebase and classify every fact by lifecycle stage — tag @draft, @spec, or @implemented based on what the code actually shows. Add missing facts, fix inaccurate ones, remove obsolete ones. Use when asked to discover facts, bootstrap or update a fact sheet, scan the codebase for truths, sync facts to match the code, or audit the fact sheet for accuracy. /facts-discover](https://skilld.dev/gh/av/facts/facts-discover)
Updated 4 months ago
[
**/facts-implement**
Operate on @spec facts — implement them in code, then tag @implemented. Use when asked to implement facts, implement the spec, build from the fact sheet, make facts true, or work through unimplemented requirements. /facts-implement](https://skilld.dev/gh/av/facts/facts-implement)
Updated 4 months ago
[
**/facts-refine**
Operate on @draft facts — collaboratively refine them into precise, actionable @spec facts. Resolve ambiguities, fill gaps, eliminate contradictions, and sharpen labels until every fact is ready to implement. Use when asked to refine facts, clarify the spec, review facts for quality, or "work on facts" with the user. /facts-refine](https://skilld.dev/gh/av/facts/facts-refine)
Updated 4 months ago
[
**/agent-integration-testing**
Use when the user requests integration testing, feature validation, or test plan execution /agent-integration-testing](https://skilld.dev/gh/av/facts/agent-integration-testing)
Updated 5 months ago
[
**/bugbash**
Systematically explore and test any software project (CLI, API, Backend, Library, etc.) to find bugs, usability issues, and edge cases. Produces a structured report with full reproduction evidence (exact commands, inputs, logs, and tracebacks) for every issue. /bugbash](https://skilld.dev/gh/av/facts/bugbash)
Updated 5 months ago
[
**/discipline**
Bulletproof agent operating protocol. 15 failure-prevention rules distilled from 120+ real sessions and 10 agent definitions. Covers fabrication, constraint tracking, verification, scoping, retry discipline, and communication. Load before any task to prevent the most common agent failure modes. /discipline](https://skilld.dev/gh/av/facts/discipline)
Updated 5 months ago
[
**/timeboxed-iterating**
Use when the user specifies a task and a duration, and the work should be done iteratively by subagents over that time period /timeboxed-iterating](https://skilld.dev/gh/av/facts/timeboxed-iterating)
Updated 5 months ago
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