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uinaf/docs

Audit and update repository documentation, agent guidance, specifications, decisions, and runbooks while keeping tactical plans and tracker work out of the documentation surface.

99

1.11x
Quality

Does it follow best practices?

Impact

99%

1.11x

Average score across 6 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

Overview
Quality
Evals
Security
Files

Evaluation results

100%

24%

Clean Documentation Without Creating a Second Backlog

Criteria
Baseline
With context

Current setup command

100%

100%

No local plan

100%

100%

No tracker mutation

100%

100%

Linear destination preserved

0%

100%

Distinct next action

42%

100%

Docs verification reported

100%

100%

No source implementation

100%

100%

100%

Fix Documentation Drift After a Backend Refactor

Criteria
Baseline
With context

bootstrap.sh replaced

100%

100%

config path updated

100%

100%

api-v2.md link fixed

100%

100%

API version updated in runbook

100%

100%

PDF export section removed

100%

100%

test-pdf.sh reference removed

100%

100%

Audit report produced

100%

100%

Audit covers all stale refs

100%

100%

Audit includes verification

100%

100%

Valid links preserved

100%

100%

100%

26%

Keep Local Discovery Out of Checked-In Docs

Criteria
Baseline
With context

Repo-owned setup used

100%

100%

Repo-owned verification used

100%

100%

Canonical setup linked

100%

100%

No absolute paths or local helper

100%

100%

No host or user identity

62%

100%

No private sibling or dashboard

16%

100%

No account profile

20%

100%

Source boundary reported

50%

100%

Promotion requires approval

100%

100%

No invented policy

100%

100%

95%

7%

Onboard a New AI Agent to the Payments Service

Criteria
Baseline
With context

Length constraint

50%

100%

Boot command present

100%

100%

Test command present

100%

100%

Links to deep docs

100%

100%

No directory listing

30%

50%

No auto-generated content

100%

100%

No full API docs

100%

100%

Deprecated script removed

100%

100%

Key deviating conventions

100%

100%

Doc report produced

100%

100%

100%

Restructure Documentation for an Open Source CLI Tool

Criteria
Baseline
With context

README hero section

100%

100%

README install near top

100%

100%

README links out to CONTRIBUTING

100%

100%

README links out to SECURITY

100%

100%

No content duplication

100%

100%

CONTRIBUTING setup first

100%

100%

CONTRIBUTING validation section

100%

100%

SECURITY private-first

100%

100%

SECURITY contact present

100%

100%

SECURITY short

100%

100%

Doc changes summary

100%

100%

100%

4%

Rewrite a Runtime Guide for Agent Retrieval

Criteria
Baseline
With context

Current runtime leads

100%

100%

Start and health commands preserved

100%

100%

Current configuration preserved

100%

100%

Owned paths preserved

100%

100%

Recovery path preserved

100%

100%

Negative inventory removed

66%

100%

Historical narrative removed

100%

100%

Decision-changing limitation retained

100%

100%

Agent-first structure and budget

100%

100%

Report and factual restraint

100%

100%

Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

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