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GitHub Skill

firewatch

Query GitHub PR activity using the Firewatch CLI (fw). Fetch, cache, filter, and act on PR comments, reviews, commits, and CI status. Outputs JSONL for jq composition. Use when checking PR status, finding review comments, querying activity, resolving feedback, or working with GitHub pull requests.

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Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

View source ↗Guides

Skill instructions

Firewatch

Query, filter, and act on GitHub PR activity using the Firewatch CLI (fw).

Quick Start

fw --refresh --summary --open    # Sync and see what needs attention
fw --type comment --pr 42       # Comments on PR #42
fw --type comment | jq 'select(.author != .pr_author)'  # External feedback only

Core Concepts

JSONL Output

Firewatch outputs one JSON object per line. Each entry is denormalized — it contains full PR context (title, state, author, labels) so you never need joins.

fw --type comment --limit 1
{
  "id": "IC_kwDOK...",
  "type": "comment",
  "subtype": "review_comment",
  "author": "alice",
  "body": "Consider adding error handling here",
  "file": "src/auth.ts",
  "line": 42,
  "pr": 123,
  "pr_title": "Add user authentication",
  "pr_state": "open",
  "pr_author": "bob",
  "created_at": "2025-01-14T10:00:00Z"
}
Entry Types
Type Subtype Meaning
comment review_comment Inline code comment (actionable)
comment issue_comment General PR comment
review — Review submission (approve/request changes)
commit — Commit pushed to PR branch
ci — CI/CD status check
event — Lifecycle event (opened, closed, merged)

Querying

Filter Flags
fw --type comment              # By type
fw --since 24h                 # By time (30s, 5m, 24h, 7d, 2w, 1mo)
fw --pr 42                    # By PR number
fw --author alice              # By author
fw --open                      # Open PRs only
fw --active                    # Open or draft PRs
fw --mine                      # PRs assigned to me
fw --reviews                   # PRs I need to review

Combine filters (AND logic):

fw --type review --author alice --since 7d --open
Aggregation

Per-PR summary instead of individual entries:

fw --summary --open
Composing with jq

CLI filters handle common cases; jq handles everything else:

# Only approved reviews
fw --type review | jq 'select(.state == "approved")'

# Comments mentioning "TODO"
fw --type comment | jq 'select(.body | test("TODO"; "i"))'

# External feedback (not self-comments)
fw --type comment | jq 'select(.author != .pr_author)'

# Count by type
fw | jq -s 'group_by(.type) | map({type: .[0].type, count: length})'

Tip: Use CLI filters first, then jq. CLI filters are faster because they skip JSON parsing for non-matching entries.

See references/jq-cookbook.md for more patterns.

Taking Action

Post a Comment
fw add 42 "LGTM, merging!"
Reply to a Review Comment

Every comment entry has an id field:

fw add 42 "Fixed in latest commit" --reply IC_kwDOK...
Reply and Resolve
fw add 42 "Done" --reply IC_kwDOK... --resolve
Resolve Without Replying
fw close IC_kwDOK...

Resolve multiple threads:

fw close IC_abc IC_def IC_ghi

Staleness Tracking

Review comments can become stale when the file is modified. Run fw check to populate staleness data:

fw check

Then query for unaddressed comments:

fw --type comment | jq 'select(.file_activity_after.modified == false)'

The file_activity_after field shows:

  • modified — Whether file was changed after the comment
  • commits_touching_file — How many commits touched the file
  • latest_commit — SHA of the most recent commit to the file

Graphite Stack Support

Firewatch integrates with Graphite for stack-aware queries. When syncing in a repo with Graphite stacks, entries include stack metadata:

fw --refresh   # Auto-detects Graphite stacks
Stack Fields

Entries gain a graphite object:

{
  "graphite": {
    "stack_id": "abc123",
    "stack_position": 2,
    "stack_size": 4,
    "parent_pr": 101
  }
}
  • stack_position — 1 is the base (closest to main), higher = further up
  • file_provenance — Which PR in the stack introduced each file
Quick Stack Queries
# All entries with stack metadata
fw | jq 'select(.graphite != null)'

# Base PRs only (bottom of stack)
fw --summary | jq 'select(.graphite.stack_position == 1)'

# Comments where file originated in a different PR
fw --type comment | jq 'select(.file_provenance.origin_pr != .pr)'
Stack Workflows

For detailed Graphite workflows (querying stacks, cross-PR fixes, commit patterns):

Command Reference

Command Purpose
fw [options] Query cached entries (auto-syncs if stale)
fw --refresh Force sync before query
fw --summary Aggregate into per-PR summaries
fw add <pr> [body] Post a comment or add metadata
fw close <id>... Resolve review threads
fw check Refresh staleness hints
fw status Firewatch state info
fw doctor Diagnose auth/cache/repo issues
fw schema <type> Print JSON schema
Query Options
Option Description
--type <type> Filter by entry type
--since <duration> Time filter (24h, 7d, etc.)
--pr <numbers> Filter by PR number(s)
--author <name> Filter by author
--open Open PRs only
--active Open or draft PRs
--mine PRs assigned to me
--reviews PRs I need to review
--summary Aggregate to per-PR summary
Add Options
Option Description
--reply <id> Reply to a specific comment
--resolve Resolve the thread after posting
--review <type> Add review (approve, request-changes, comment)
--label <name> Add label (repeatable)

Patterns

References

Agent Tips

  1. CLI filters first, then jq — More efficient than jq-only filtering
  2. Denormalized = no joins — Each entry has full PR context
  3. Entry IDs for actions — Use id field with --reply and fw close
  4. Run fw check for staleness — Populates file_activity_after field
  5. Check .graphite for stacks — Null if not in a Graphite stack
  6. File provenance for cross-PR fixes — See graphite/cross-pr-fixes.md

Examples

Read the usage examples in the source repository.

View source ↗

Source history

Indexed on
2026-01-20
Index updated
2026-01-26
Branch
main

Index and sync dates describe this directory. View the source repository for code history.

GitHub ↗

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