SKILL

dif-conclude-experiment

Conclude a dif.sh experiment or rollout with real numbers. Gets the result from dif cloud over MCP or REST, checks the verdict, writes the Decision from decision_draft, runs dif conclude, and records the surface Learning. Use when the user wants to conclude, finish, ship, kill, wrap up or document the outcome of a dif experiment, write a decision, record a learning, or run the command dif conclude.

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Excerpt from the author’s documentation

Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.

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Topics in the source

  • Concluding a dif experiment
  • Step 1. Get the evidence
  • Step 2. Check the verdict
  • Step 3. Read the learnings
  • Step 4. Write the Decision
  • Step 5. Run dif conclude
  • Step 6. After concluding
  • Without dif cloud

Use this skill when an experiment or rollout is done and its outcome must go on record. The command is dif conclude. The Decision that you write becomes a Learning in dif/surfaces/ .md, and dif new puts the last three Learnings into every new draft on that surface. Future experiments read what you write here. Read references/cloud-api.md before Step 1. It tells you how to reach dif cloud, what each field means, and what to do when a call fails. Do the steps in order. Do not skip a step. 1. Find the experiment id. It is the file name without .md in dif/experiments/active/. 2. Read the file. Note its surface:, status:, variants: and metrics:. 3. Read dif/config.yaml. If the events: block has mode: custom, this project does not send events to dif cloud. Follow "Without dif cloud" below, then go to Step 3. 4. Get the results for this id from dif cloud: MCP: call getexperimentresults with repo and experiment: " ". REST: run the results curl line in references/cloud-api.md, section 4. 5. Note these fields: verdict, reasons, decisiondraft, caveats, nextaction, primary, dayslive, windowdays and meta.analysiscomputedat. 6. If the call fails, follow the error table in references/cloud-api.md

This is an excerpt. Refer to the complete source and its current requirements.

Source repository
dif-sh/dif
Source file
skills/dif-conclude-experiment/SKILL.md
Fixed revision
6e503cdef83ffd6cd7bcba388d0c02079a9fc32a
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Author: dif-sh/dif · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-11T10:00:21.799Z.

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