## Summary
Add a standalone **humanizer** skill based on Wikipedia's "Signs of AI
writing" guide that detects and fixes 24 common AI-writing patterns.
Also update brand-writer to recommend running humanizer as a
pre-validation step for high-stakes content.
## Details
**New skill: `/humanizer`**
- Detects 24 AI-writing anti-patterns from Wikipedia's guide (maintained
by WikiProject AI Cleanup)
- Covers content patterns (significance inflation, vague attributions),
language patterns (copula avoidance, synonym cycling), style patterns
(em dash overuse, boldface), and communication patterns (chatbot
artifacts, sycophantic tone)
- Includes a two-pass audit workflow: draft rewrite → "What makes this
obviously AI generated?" → final revision
- Adds guidance on injecting "soul" and personality, not just removing
bad patterns
**Updated: brand-writer**
- Added Phase 4 "Humanizer Pass" recommending `/humanizer` for
high-stakes content (homepage, announcements, product pages)
- Phases renumbered (Validation is now Phase 5)
## Attribution
Based on [blader/humanizer](https://github.com/blader/humanizer) and
[Wikipedia:Signs of AI
writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing).
Release Notes:
- N/A
## Summary
- add a new crash issue-linking subagent prompt
(`.factory/prompts/crash/link-issues.md`)
- add a scheduled/manual GitHub workflow for week-one background-agent
runs (`.github/workflows/background_agent_mvp.yml`)
- add Sentry candidate selection script to rank top crashes by
solvability × population (`script/select-sentry-crash-candidates`)
- add a local dry-run runner for end-to-end MVP execution without
push/PR actions (`script/run-background-agent-mvp-local`)
## Guardrails in this MVP
- draft PRs only (no auto-merge)
- reviewer routing defaults to: `eholk,morgankrey,osiewicz,bennetbo`
- pipeline order is: investigate -> link-issues -> fix
## Validation
- `python3 -m py_compile script/select-sentry-crash-candidates
script/run-background-agent-mvp-local`
- `python3 script/select-sentry-crash-candidates --help`
- `python3 script/run-background-agent-mvp-local --help`
---------
Co-authored-by: John D. Swanson <swannysec@users.noreply.github.com>
These prompts can be used to automatically diagnose and fix crashes
report in Sentry.
Usage:
1. Find a crash in Sentry. It will have an ID like ZED-123
2. In an agent, do a prompt like `Follow the instructions in
@investigate.md to investigate ZED-123`
3. Once the agent finds a repro, fix it in a new thread by saying
`Follow the instructions in @fix.md`
Release Notes:
- N/A
---------
Co-authored-by: Ben Brandt <benjamin.j.brandt@gmail.com>
Adds a multi-step agentic loop to github actions for opening a
once-daily documentation PR that can be merged only be a Zedi
Release Notes:
- N/A
---------
Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com>
