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Egm Drift Report Agent Skill

>- Runs drift detection on all design documents to check for document and code consistency. Produces an actionable report with differences. Use when the user asks to detect drift or check for consistency across all design documents or READMEs in a directory.

749 tokens
context cost
SKILL.md, read when the skill is used
3
files
plus reference files
0
copies elsewhere
how many repositories repackaged it
7
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/google/elephant-goldfish-model --skill egm-drift-report

What comes with it

1 457 bytes besides the instruction
TEST.md
test_scenarios.yaml

The instruction itself

1 sections, as written by the author

Detect Drift In Designs and Code

When the user asks to detect drift across all designs or a set of READMEs, the

goal is to identify all instances where the codebase has diverged or failed to

implement the specifications described by those designs or READMEs.

  • Check Input: Verify a directory containing design documents or READMEs

is provided. If not provided, ask the user to specify the target directory.

  • List Documents: List all files in the design directory.
  • Analyze: For EACH design document:
  • Contextualize: Read the design document. Identify the intent,

proposed changes, and specific filenames/symbols mentioned.

  • Locate Source: Find the corresponding source code files in the

source tree. If paths aren't explicit, use code search or grep to

locate the relevant classes, functions, or API endpoints mentioned in

the doc. Prompt the user to add missing links to the document to make

future detection cheaper.

  • Verify: Read the current state of those source files.
  • Detect Drift: Compare the design vs. reality. Look specifically for:
  • Missing Features: Logic described in the doc but absent in the code.
  • Incomplete Models: Dataclasses/Classes/Structs/Protos missing fields

specified in the design.

  • Logic Shortcuts: Hardcoded values where dynamic logic was planned.
  • Architectural Divergence: Implementation using different

patterns/libraries than proposed.

  • Filter: Report ONLY the differences. Do not describe what is working

or what matches. If the code matches the design perfectly, output "No

drift detected."

  • Report: Produce a single report listing all discrepancies found.
  • Append the analysis for each file to {YYYY-MM-DD}_DRIFT_REPORT.md

using your file-writing tool.

  • Strict Format:
        ## <DESIGN_DOC_NAME>

        <Bulleted list of specific divergences found>
        <Or "No drift detected">
  • Guidance
  • Be rigorous. If a design doc mentions a specific object, field or file

name and the code doesn't have it, that is a reportable drift. Double

check for coverage. If there is some part of the logic that is not

referenced in a design or README, this is a reportable drift.

  • Read files liberally to ensure you are looking at the current state

of the code, not relying on memory.

  • Process the files sequentially to ensure the tool output buffer doesn't

overflow.

How to use it

Copy the folder

Take google/egm-drift-report from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.