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Heat oven to 200C/180C fan/gas 6. Rub the chicken with a drizzle of oil, season and roast for 20 mins until cooked through.
Meanwhile, put the olives and anchovies into a jug with 2 tbsp of the oil and blitz to a rough paste with a hand blender (or do this in a food processor).
Bring a large pan of water to the boil, add the penne and cook for 5 mins. Add the beans and cook for 5-8 mins more until they are both al dente, then drain.
Shred the roasted chicken breasts into bite-sized pieces. Heat the remaining oil in a deep sauté pan or wok, add the garlic and chilli, and stir-fry for 1 min. Tip in the tomatoes and cook for another 5 mins until softened. Add the olive mix, pasta, beans and chicken to the pan, and toss everything together. Season, stir through the basil leaves and serve.