diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 1f9baeb8..ddfd3ea6 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -45,13 +45,13 @@ Thanks for your contributions!
 
 For very simple contributions - bug fixes, documentation tweaks, small optimizations, etc. - a proposal is not neccesary. Otherwise, it's necessary to discuss your proposal with other members of the community and get approval from the maintainers. 
 
-To create a proposal, copy the markdown from the [proposal template](PROPOSAL_TEMPLATE.md) and put it in the relevant issue. Once you've gotten an LGTM from a [maintainer](MAINTAINERS), you can proceed with putting together a PR.
+To create a proposal, just open a new issue and the template will be automatically populated.
 
 Don't worry if you're proposal is not accepted right away; you'll probably need to make some changes, depending on the scope of the proposal.
 
 Here's a link which creates a new issue populated with the proposal link:
 
-[Create a Proposal](https://github.com/coreos/dex/issues/new?body=Proposal%0A%3D%3D%3D%0A%0A%28Feel%20free%20to%20change%20headings%20here%2C%20remove%20sections%20that%20are%20not%20relevant%2C%20or%20add%20other%20sections%29%0A%0A%23%23%20Background%0A%0ADescribe%20what%20problem%20is%20being%20solved%20here%2C%20and%20%28briefly%29%20how%20this%20proposal%20solves%20it.%0A%0A%23%23%20Data%20Model%0A%0ADescribe%20the%20logical%20data%20model%20that%20your%20proposal%20adds.%0A%0A%23%23%20Data%20Storage%0A%0ADescribe%20how%20the%20data%20will%20be%20persisted.%0A%0A%23%23%20API%0A%0ADescribe%20the%20methods%20that%20the%20API%20will%20expose.%20If%20there%20are%20any%20breaking%20changes%20be%20sure%20to%20call%20them%20out%20here.%0A%0A%23%23%20UI/UX%0A%0AIs%20there%20a%20front-end%20component%20to%20this%20work%3F%0A%0A%23%23%20Implementation%0A%0AHere%20is%20where%20you%20can%20go%20into%20detail%20about%20implementation%20details%20like%20data%20structures%2C%20algorithms%2C%20etc.%0A%0A%23%23%20Security%0A%0AWhat%20are%20the%20security%20implications%20of%20this%20proposal%3F%20How%20are%20API%20requests%20authenticated%3F%20Who%20can%20make%20API%20calls%3F%0A%0A%23%23%20OIDC/OAUTH2%0A%0ADoes%20this%20feature%20relate%20to%20any%20spec%3F%20%0A%0A%23%23%20Risks/Alternatives%20Considered%0A%0AWhat%20are%20the%20downsides%20to%20this%20implementation%3F%20What%20other%20alternatives%20were%20considered%3F%0A%0A%23%23%20References%0A%0AIf%20there%27s%20any%20references%20or%20prior%20art%2C%20put%20that%20here.)
+[Create a Proposal](https://github.com/coreos/dex/issues/new)
 
 ### Format of the Commit Message
 
diff --git a/PROPOSAL_TEMPLATE.md b/ISSUE_TEMPLATE.md
similarity index 100%
rename from PROPOSAL_TEMPLATE.md
rename to ISSUE_TEMPLATE.md
diff --git a/proposal_link b/proposal_link
deleted file mode 100755
index cab9a920..00000000
--- a/proposal_link
+++ /dev/null
@@ -1,7 +0,0 @@
-#!/bin/bash -e
-
-# This creates a URL which will pre-populate an issue with the contents of PROPOSAL_TEMPLATE.md
-
-BODY=$(python -c "import urllib, sys; print urllib.quote(sys.stdin.read()[0:-1])" < PROPOSAL_TEMPLATE.md)
-
-echo "https://github.com/coreos/dex/issues/new?body=$BODY"