Daventry District Council planning committee also wanted more archaeological work done on the site.
Daventry District Council's chief executive Ian Vincent said "every effort" was being made to minimise disruption.
The pool is run by the Everyone Active on behalf of Daventry District Council.
Daventry MP Chris Heaton-Harris said that he backed the police decision to take no further action.
The company said the new site at Daventry was 60% bigger than the one being closed.
In Daventry, the council part-owns the ICON Innovation Centre and is building 45 homes to rent out.
BBC: Council budgets reduced by ?300m and 1,230 jobs at risk
The plans also need to be approved by Rugby District Council because the development straddles both Daventry and Rugby.
BBC: Barby Pool ?15m marina plans approved in Northamptonshire
Daventry District Council approved planning permission for the visitor centre in July 2011.
About 35% of the workforce at Daventry District Council are members of trade unions that have balloted for industrial action.
In Daventry, Labour gained one seat from the Conservatives, who still hold 34 of the 38 places on the council.
Former police officer Peter Boatman, of the Daventry firm Pro-Tect, was found dead on Friday morning, his business partner said.
Northampton and Daventry councils both said staff had been assessing the conditions and had decided they could not collect rubbish.
There are also public meetings planned at Northampton's rugby ground on Friday night and in Daventry and Corby in early December.
The Northamptonshire council is also due to receive new income from schemes including redevelopment of industrial units at Long March in Daventry.
The plans for the road between Daventry and Northampton could provide a bypass for the villages of Flore, Upper Heyford and Weedon.
Northamptonshire Police found firearms offences were committed by Pro-Tect Systems of Daventry.
The supermarket is closing its site at Fenny Lock, near Milton Keynes, and transferring the work to a new centre in Daventry, Northamptonshire.
The grant, from the Sport England New Improvement Fund, will be used to improve the changing rooms at Daventry Leisure Centre in Lodge Road.
Spratton Parish Council said it would now submit a formal letter of objection to Daventry District Council, which will rule on the plan in November.
"Northamptonshire Police have concluded their investigation into the supply of X12 Taser guns and XREP ammunitions by Daventry-based Pro-Tect Systems Limited, " Supt Sean Bell said.
Daventry District Council said Mr Smith could apply for extra support.
BBC: Diabetic man says dialysis room is 'not a spare bedroom'
Cummins, which employs 1, 200 people in Daventry, said worldwide demand for its heavy duty vehicle and marine engines had fallen and costs had to be cut.
Stephen Smith, who has diabetes, spends about five hours a day receiving treatment in the adapted bedroom of the Daventry home he shares with his wife.
BBC: Diabetic man says dialysis room is 'not a spare bedroom'
Daventry District Council planners have recommended the scheme for approval.
Officers have released photographs of six items of militaria taken in a raid on a house in Catesby, near Daventry on 8 January between 10:00 and 16:00 GMT.
The other 350 job losses will be spread across Ford's remaining UK sites in Basildon, Brentwood and Dunton, in Essex, Daventry in Northamptonshire, Halewood on Merseyside and Bridgend in south Wales.
Mr Gove said he had given the go-ahead for 13 new university technical colleges (UTCs) in Bristol, Buckinghamshire, Burnley, Bedfordshire, Daventry, Liverpool, Newcastle, Nottingham, Plymouth, Sheffield, Southwark, Wigan and Silverstone race track.
BBC: Free schools statement: Gove announces new wave of schools
In the planning application, which is with Daventry District Council, the developers said they wanted to create an "extremely high quality" marina with four 'pools' each holding between 48 and 182 berths.
BBC: Timothy West and Prunella Scales in Onley marina protest
When the licence was revoked last year, Home Secretary Theresa May said the company, based in Daventry, Northamptonshire, had only been permitted to supply the X12 Tasers to its scientific development branch testing.
BBC: Taser contract criticised by Home Affairs Committee MPs
For householders in Uttlesford, Tendring and Braintree, there will be a small decrease, while bills are likely to rise in eight local authorities - Rochford, Maldon, Harlow, Cambridge, East Cambridgeshire, Daventry, Milton Keynes and Southend.
BBC: Council budgets reduced by ?300m and 1,230 jobs at risk
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