The main problem when it comes to deleting all your tweets from your account is the Twitter API doesn't allow retrieval of tweets further than your last ~3000. Rehatch overcomes this problem by using your Twitter Archive instead.
- Create a Twitter application in order to get a consumer key, consumer secret, access token and access token secret.
- Download your Twitter Archive.
Rehatch is available under the MIT license.