GitHub Agentic Workflows

GitHub Integrity Filtering

Integrity filtering (tools.github.min-integrity) controls which GitHub content an agent can access during a workflow run. Rather than filtering by permissions, it filters by trust: the author association of an issue, pull request, or comment, and whether that content has been merged into the main branch.

The MCP gateway intercepts tool calls to GitHub and applies integrity checks to each piece of content returned. If an item’s integrity level is below the configured minimum, the gateway removes it before the AI engine sees it. This happens transparently — the agent receives a reduced result set, and filtered items are logged as DIFC_FILTERED events for later inspection.

Set min-integrity under tools.github in your workflow frontmatter:

tools:
github:
min-integrity: approved

min-integrity can be specified alone. When repos is omitted, it defaults to "all". If repos is also specified, both fields must be present.

tools:
github:
repos: "myorg/*"
min-integrity: approved

The full integrity hierarchy, from highest to lowest:

merged > approved > unapproved > none > blocked
LevelWhat qualifies at this level
mergedPull requests that have been merged, and commits reachable from the default branch (any author)
approvedObjects authored by OWNER, MEMBER, or COLLABORATOR; non-fork PRs on public repos; all items in private repos; trusted platform bots (e.g., dependabot)
unapprovedObjects authored by CONTRIBUTOR or FIRST_TIME_CONTRIBUTOR
noneAll objects, including FIRST_TIMER and users with no association (NONE)
blockedItems authored by users in blocked-users — always denied, cannot be promoted

The four configurable levels (merged, approved, unapproved, none) are cumulative and ordered from most restrictive to least. Setting min-integrity: approved means only items at approved level or higher (merged) reach the agent. Items at unapproved or none are filtered out.

blocked is not a configurable min-integrity value — it is assigned automatically to items from users in the blocked-users list and is always denied regardless of the configured threshold.

merged is the strictest configurable level. A pull request qualifies as merged when it has been merged into the target branch. Commits qualify when they are reachable from the default branch. This is useful for workflows that should only act on production content.

approved corresponds to users who have a formal trust relationship with the repository: owners, members, and collaborators. Items in private repositories are automatically elevated to approved (since only collaborators can access them). Recognized platform bots such as dependabot and github-actions also receive approved integrity. This is the most common choice for public repository workflows.

unapproved includes contributors who have had code merged before, as well as first-time contributors. Appropriate when community participation is welcome and the workflow’s outputs are reviewed before being applied.

none allows all content through. Use this deliberately, with appropriate safeguards, for workflows designed to process untrusted input — such as triage bots or spam detection.

blocked sits below none and represents an explicit negative trust decision. Items at this level are unconditionally denied — even min-integrity: none does not allow them through. See Blocking specific users below.

Beyond setting a minimum level, you can override integrity for specific authors or labels.

blocked-users unconditionally blocks content from listed GitHub usernames, regardless of min-integrity or any labels. Blocked items receive an effective integrity of blocked (below none) and are always denied.

tools:
github:
min-integrity: none
blocked-users:
- "spam-bot"
- "compromised-account"

Use this to suppress content from known-bad accounts — automated bots, compromised users, or external contributors pending security review.

approval-labels promotes items bearing any listed GitHub label to approved integrity, enabling human-review workflows where a trusted reviewer labels content to signal it is safe for the agent.

tools:
github:
min-integrity: approved
approval-labels:
- "human-reviewed"
- "safe-for-agent"

This is useful when a workflow’s min-integrity would normally filter out external contributions, but a maintainer can label specific items to let them through.

Promotion only raises integrity — it never lowers it. An item already at merged stays at merged. Blocked-user exclusion always takes precedence: a blocked user’s items remain blocked even if they carry an approval label.

The gateway computes each item’s effective integrity in this order:

  1. Start with the base integrity level from GitHub metadata (author association, merge status, repo visibility).
  2. If the author is in blocked-users: effective integrity → blocked (always denied).
  3. Else if the item has a label in approval-labels: effective integrity → max(base, approved).
  4. Else: effective integrity → base.

The min-integrity threshold check is applied after this computation.

For public repositories, if no min-integrity is configured, the runtime automatically applies min-integrity: approved. This protects public workflows even when additional authentication has not been set up.

For private and internal repositories, no guard policy is applied automatically. Content from all users is accessible by default.

The right level depends on who you want the agent to see content from:

  • Workflows that automate code review or apply changes: merged or approved — only act on trusted content.
  • Workflows that respond to maintainers and trusted contributors: approved — a common, safe default for most workflows.
  • Community triage or planning workflows: unapproved — allow contributor input while excluding anonymous or first-time interactions.
  • Public-data workflows or spam detection: none — see all activity, but ensure the workflow’s outputs are not directly applied without review.

Allow only merged content:

tools:
github:
repos: "all"
min-integrity: merged

Trusted contributors only (typical for a public repository workflow):

tools:
github:
min-integrity: approved

Allow all community contributions (for a triage workflow):

tools:
github:
min-integrity: unapproved

Explicitly disable filtering on a public repository, apart from blocked users:

tools:
github:
min-integrity: none

Scope to specific organizations with integrity filtering:

tools:
github:
mode: remote
toolsets: [repos, issues, pull_requests]
repos:
- "myorg/*"
- "partner/shared-repo"
min-integrity: approved

Block specific users while allowing all other content:

tools:
github:
min-integrity: none
blocked-users:
- "known-spam-bot"

Human-review gate for external contributions:

tools:
github:
min-integrity: approved
approval-labels:
- "agent-approved"
- "human-reviewed"

When an item is filtered by the integrity check, the MCP gateway records a DIFC_FILTERED event in the run’s gateway.jsonl log. Each event includes:

  • Server: the MCP server that returned the filtered content
  • Tool: the tool call that produced it (e.g., list_issues, get_pull_request)
  • User: the login of the content’s author
  • Reason: a description such as "Resource has lower integrity than agent requires."
  • Integrity tags: the tags assigned to the item that caused it to be filtered
  • Author association: the GitHub author association (CONTRIBUTOR, FIRST_TIMER, etc.)

When gateway metrics are displayed, filtered events appear in a DIFC Filtered Events table alongside the standard server usage table:

┌────────────────────────────────────────────────────────────────────────────────────┐
│ DIFC Filtered Events │
├────────────────┬───────────────┬───────────────┬──────────────────────────────────-┤
│ Server │ Tool │ User │ Reason │
├────────────────┼───────────────┼───────────────┼───────────────────────────────────┤
│ github │ list_issues │ new-user │ Resource has lower integrity than │
│ │ │ │ agent requires. │
└────────────────┴───────────────┴───────────────┴───────────────────────────────────┘

The Total DIFC Filtered count in the summary line shows how many items were suppressed during the run.

To download only runs that had integrity-filtered content, use the --filtered-integrity flag with the logs command:

Terminal window
gh aw logs --filtered-integrity

This is useful when investigating whether your min-integrity configuration is filtering expected content or when tuning the level after observing real traffic patterns.