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/force-multiplier

@71bbb4f official
by bitwardenbitwarden/ai-plugins155 stars
20

Apply one intent across many targets at once — a fleet of repositories across the Bitwarden ecosystem, or many projects inside a monorepo — as N consistent, idempotent, reviewable draft PRs.

Use this Skill: https://skilld.dev/gh/bitwarden/ai-plugins/force-multiplier

This session only. Nothing lands on disk.

examplessettings-json-patch.md

≈715 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Example — Patch .claude/settings.json across every repo that has one

A worked campaign showing a deterministic deep-merge recipe whose idempotency is structural — the merge converges, so a re-run changes nothing. Read it for shape, then generalize.

Recipe type: deterministic (deep-merge a JSON patch). Signal type: file-existence (.claude/settings.json present).

Campaign spec

intent: "Add a standard <key> setting to .claude/settings.json in every repo that already has one, without disturbing existing keys."
scope: multi-repo
target_selector:
  enumerate: "gh repo list bitwarden --no-archived --limit 1000 --json name,defaultBranchRef"
  applicability_filter:
    signal: ".claude/settings.json present"
    detect: "gh api repos/bitwarden/<repo>/contents/.claude/settings.json --jq .sha"
recipe:
  type: deterministic
  body: "deep-merge the patch object into .claude/settings.json (jq '. * $patch'), preserving existing keys"
  idempotency: "the merged result equals the current file → no change written, no-op"
validation: "JSON parses + schema sanity check + Skill(perform-preflight)"
pr_spec:
  branch: "force-multiplier/claude-settings-<key>"
  title: "[PM-XXXXX] chore: Standardize <key> in .claude/settings.json"
  body: "<filled from the repo's PULL_REQUEST_TEMPLATE.md>"
  labels: ["ai-review"]
  draft: true
safety_policy:
  max_targets_per_run: 10
  destructive: false
  dry_run: false
  pilot: required

How the pipeline plays out

  • SELECT — keep repos that already have .claude/settings.json. Repos without one are skipped-not-applicable — this campaign standardizes existing configs, it does not create new ones.
  • CHECK YOURSELF — confirm the intent is merge, not replace: existing keys must survive. The idempotency here is the deep-merge itself — a repo that already has the standard value yields an identical file and writes nothing. Spot-check two repos to confirm the merge preserves their bespoke keys.
  • PILOT — merge the patch on one repo, show the diff (it should add only <key>, nothing else), confirm existing keys are untouched, validate the JSON parses. Lock the PR shape, confirm, fan out.
  • FAN-OUT — per repo: branch, deep-merge the patch, second-pass (diff should be a minimal addition; a large diff means the merge clobbered something — red flag), validate, secrets-scan (settings files are a classic place a token leaks in), commit, draft PR.
  • REPORT — repo → status → PR URL. Repos that needed the patch are applied with a PR; repos already carrying the value are already-compliant (the idempotent no-op — no diff, no PR), so the count still reconciles as selected = applied + already-compliant + skipped-not-applicable + failed.
  • REMEDIATE — re-run on failures only; already-merged repos no-op cleanly.

Source: SKILL.md on GitHub

1 warning2mo3 checks · Risk SAFE
  • Gen Agent Trust Hub2mo

    The skill is highly secure, designed with security-by-default principles for bulk repository management. It features mandatory pilot runs, automated secret scanning, and explicit instructions to ignore prompt injection attempts within target codebases.

  • Socket2mo

    No alerts

  • Snyk2mo

    Risk: MEDIUM · 1 issue

Signed by skilld at 71bbb4f. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub yesterday.

Activeupdated last week
What it can do
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argument-hint
<natural-language intent> [--scope multi-repo|monorepo] [--dry-run] [--no-pilot]
All 11 allowed tools
BashReadWriteEditGlobGrepAgentSkill(perform-preflight)Skill(committing-changes)Skill(applying-pr-conventions)Skill(labeling-changes)
Other metadata
when_to_use
Use when the user wants the same change made everywhere — phrasings like "across all repos", "every repo", "for every project", "fleet-wide", "org-wide", "enterprise-wide", "company-wide", "in bulk", "mass update", or "roll this out everywhere".

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