mcpbeat

Report Architect Comments

azure/report-architect-comments

Retrieve human architect review comments from APIView for a date range. Use for: architect comments, human comments, reviewer comments, board comments, architect comments for March, what did architects say, human review comments.

1k tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
136
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/Azure/azure-sdk-tools --skill report-architect-comments

The instruction itself

11 sections, as written by the author

Report Architect Comments

When to Use

  • Reviewing what human architects (language board approvers) commented on during a period
  • Analyzing review themes or patterns from human reviewers
  • Comparing human review feedback against AI-generated comments
  • Understanding what architects focus on for a specific language

Understanding Architect Comments

This command returns comments written by human language board approvers in APIView. It excludes:

  • Diagnostic comments (auto-generated by tooling)
  • AIGenerated comments (written by APIView Copilot)
  • Deleted comments

The set of approvers is determined from the APIView Permissions container — members of groups whose roles include "Architect" or "Deputy Architect" for the specified language. When no language is specified, all architect and deputy-architect group members are included.

Use --all-commenters to skip approver filtering and return comments from all users.

Defaults

Unless the user says otherwise, always apply these defaults:

  • Environment: production
  • Language: All languages (do not pass --language unless user specifies one)
  • Format: JSON (do not pass --format)

Date Resolution

The user will typically specify a calendar month by name (e.g. "March", "January 2025"). Resolve to the full month date range:

| User says | start_date | end_date |

|-----------|-----------|----------|

| "March" (current year) | YYYY-03-01 | YYYY-03-31 |

| "January 2025" | 2025-01-01 | 2025-01-31 |

| "March 1 to March 15" | YYYY-03-01 | YYYY-03-15 |

When only a month name is given without a year, use the current year. Be careful with month lengths (28/29/30/31 days).

Running the Command

Step 1: Run the Command

Show the resolved command and run it immediately in a foreground terminal with a 120-second timeout (timeout: 120000). Redirect to a file since output can be very large.

Full terminal command (cleanup + run):

New-Item -ItemType Directory -Path output -Force | Out-Null; if (Test-Path output/architect_comments_output.json) { Remove-Item output/architect_comments_output.json }; python cli.py report architect-comments -s <start_date> -e <end_date> | Out-File -Encoding UTF8 output/architect_comments_output.json

After the command completes, read the output file with read_file to get the JSON results. Summarize the findings for the user (total count, languages covered, common themes, etc.).

Step 2: Answer Follow-up Questions

For follow-up questions about the same data (filtering, counting, searching), read the output file with read_file instead of re-running the command. The file is at output/architect_comments_output.json.

Examples

# All architect comments for March 2026
python cli.py report architect-comments -s 2026-03-01 -e 2026-03-31

# Python architect comments only
python cli.py report architect-comments -s 2026-03-01 -e 2026-03-31 -l python

# All commenters (not just approvers)
python cli.py report architect-comments -s 2026-03-01 -e 2026-03-31 -l python --all-commenters

# Include reply comments (by default only first comment per thread is returned)
python cli.py report architect-comments -s 2026-03-01 -e 2026-03-31 -l java --include-replies

# YAML output
python cli.py report architect-comments -s 2026-03-01 -e 2026-03-31 --format yaml

# Staging environment
python cli.py report architect-comments -s 2026-03-01 -e 2026-03-31 --environment staging

Available Flags

| Flag | Type | Default | Description |

|------|------|---------|-------------|

| --start-date / -s | string | required | Start date (YYYY-MM-DD) |

| --end-date / -e | string | required | End date (YYYY-MM-DD) |

| --language / -l | string | all | Language to filter by (e.g., python, Go, C#) |

| --environment | string | production | production or staging |

| --format / -f | string | json | Output format: json or yaml |

| --all-commenters | flag | false | Include comments from all users, not just approvers |

| --include-replies | flag | false | Include reply comments. By default only the first comment per thread is returned |

Gotchas

  • Output can be large: Redirect to file and use read_file rather than relying on terminal output.
  • Date range filters by thread start time: Only threads whose first comment falls within the date window are included. A reply created during the window is excluded if the thread itself started before the window.
  • Use python cli.py not .\avc: The avc.bat script may resolve to system Python.
  • Do NOT use 2>&1: Merges stderr into stdout, corrupting JSON. Only redirect stdout.
  • Do NOT use >: Produces UTF-16 in PowerShell 5.1. Use | Out-File -Encoding UTF8.
  • Month end dates: February has 28/29 days, April/June/Sept/Nov have 30 days.
  • Approver filtering: If no approvers are found for a language, no comments are returned. This can happen for less common languages with no registered board members.

How to use it

Copy the folder

Take azure/report-architect-comments 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.