board-pilot

board-pilot is a skill for Claude Code from bks-lab/open-bridge. It costs 330 tokens per session (8,163 once invoked), scanned A, original, MIT.

A service that watches a GitHub Project board and moves selected work through a configured implementation pipeline. It stops at a draft pull request, leaving the decision to merge for a person.

In plain words
What is it for?
Use it to automate project-specific workflows from a trigger column to a draft pull request. The stages can represent implementation, verification, review, or lighter documentation work.
Why use it?
It removes repetitive board polling and stage advancement while preserving human control over merging. Each item advances one configured stage at a time.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions CLAUDE.md.

Good fit Use it to automate project-specific workflows from a trigger column to a draft pull request. The stages can represent implementation, verification, review, or lighter documentation work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/bks-lab/open-bridge/board-pilot
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add bks-lab/open-bridge --skill board-pilot
Clone the repo
git clone --depth 1 https://github.com/bks-lab/open-bridge

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for board-pilot

README.md
[![agentmods](https://agentmods.dev/badge/skills/bks-lab/open-bridge/board-pilot.svg)](https://agentmods.dev/skills/bks-lab/open-bridge/board-pilot)
Your own site
<a href="https://agentmods.dev/skills/bks-lab/open-bridge/board-pilot"><img src="https://agentmods.dev/badge/skills/bks-lab/open-bridge/board-pilot.svg" alt="Measured on agentmods" height="20"></a>
Per session 330 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,163 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Excessive Agency · line 255
    Skill allows unbounded resource consumption (API calls, storage, compute). Without rate limits or quotas, a compromised or misbehaving agent can cause denial-of-service or cost overruns.
    Fix: Set explicit rate limits, timeouts, and resource quotas for API calls, file operations, and compute. Implement circuit breakers for runaway loops.
  • medium Rogue Agent · line 397
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00330 $0.08163
Opus 5 $0.00165 $0.04082
Sonnet 5 $0.00066 $0.01633
Haiku 4.5 $0.00033 $0.00816

Measured 8d ago against content hash 64403ab85b21, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

board-pilot scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

The scan reads SKILL.md. This mod also ships 49 executable files (engine/__init__.py, engine/board.py, engine/claude_runner.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/board-pilot/SKILL.md · 483 lines

How it starts

The opening of the file, as written. The whole thing — 483 lines — stays where its author put it; the contents beside it link to each section on GitHub.

board-pilot

A generic, board-driven implementation pipeline. It watches a GitHub Project, and when a human drags an item into the trigger column it drives that item autonomously — stage by stage, each stage a Bridge primitive — to a human-gated draft pull request, then stops. No project specifics live in the engine; a project declares its own pipeline in config. The same engine runs a heavy project (full implement→verify→review) and a light one (a two-stage doc edit) unchanged.

What it is NOT. Not a merge bot, not a board-sync tool (that is tracker-sync), not a write executor for board fields (that is github-projects-manager). board-pilot only advances an item to a draft PR and hands the merge decision back to a human.

Mental model

  • Poller-fast / worker-slow split. A cheap cron tick (Engine.tick()) runs often (~1 min). It contains no LLM — it only reads the board, arms new items, and advances each in-flight item by exactly one stage under a per-item lock. The slow work (a claude -p implement run, a workflow harness) happens inside a dispatched stage; the next tick re-reads the board to confirm before advancing again (confirmed-advance). A 1-minute poll therefore never double-dispatches a 20-minute job.

  • Decision A — engine-owned Pipeline vs human-owned Status. Each board item carries two fields:

    • Status — the human lifecycle column (e.g. Backlog → Ready → Ready for Development → In Progress → Blocked → In Review → Done). A person owns it; dragging an item into the configured trigger column (trigger.on_status) is the only arm signal the engine reads. Which field this is (board.status_field) and which value arms are both config — the engine hardcodes neither. It writes working_status / park_status / pr_status here, but arming never depends on them.
    • Pipeline — the engine's program counter (queued → implementing → verifying → … → pr-open). The engine owns it. Once an item is armed, the engine tracks progress through Pipeline and ignores further Status moves, so a human shuffling cards mid-flight cannot corrupt the state machine. Pipeline is also the durable arm marker: arming is gated on pipeline is None, so a wiped snapshot can never re-arm an in-flight item.

Read the full file on GitHub · 483 lines

Files

What ships with it

60 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 483 lines · 330 tokens per session scan A 64403ab85b21

Subscribe to this mod's changes

board-pilot is a skill published in the GitHub repository bks-lab/open-bridge (8 stars, last pushed yesterday), licensed MIT. It adds 330 tokens to every session and 8,163 once invoked, about $0.0016 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.