bootstrap

bootstrap is a skill for Claude Code, Codex from jstoup111/ai-conductor. It costs 39 tokens per session (7,748 once invoked), scanned B, original, Apache-2.0.

A project setup guide that detects an application's type, technology stack, and structure, then creates project-specific configuration and working directories. It supports both new projects and existing codebases.

In plain words
What is it for?
It helps start a new project, onboard an existing one, or set up the harness for the first time. It creates a CLAUDE.md file and directories for pipeline state, memory, and documentation.
Why use it?
It removes the manual work of figuring out how a project is organized and preparing the harness to work with it. It also handles projects where setup is incomplete.

Skill for Claude CodeCodex

Written for Claude Code and Codex: disable-model-invocation in frontmatter, but also agents/openai.yaml present. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions subagents.

Good fit It helps start a new project, onboard an existing one, or set up the harness for the first time. It creates a CLAUDE.md file and directories for pipeline state, memory, and documentation.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jstoup111/ai-conductor/bootstrap
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 jstoup111/ai-conductor --skill bootstrap
Clone the repo
git clone --depth 1 https://github.com/jstoup111/ai-conductor

Made for: Claude Code, Codex.

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 bootstrap

README.md
[![agentmods](https://agentmods.dev/badge/skills/jstoup111/ai-conductor/bootstrap/github.svg)](https://agentmods.dev/skills/jstoup111/ai-conductor/bootstrap)
Your own site
<a href="https://agentmods.dev/skills/jstoup111/ai-conductor/bootstrap"><img src="https://agentmods.dev/badge/skills/jstoup111/ai-conductor/bootstrap/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for bootstrap

Your own site · 80×15
<a href="https://agentmods.dev/skills/jstoup111/ai-conductor/bootstrap"><img src="https://agentmods.dev/badge/skills/jstoup111/ai-conductor/bootstrap.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,748 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 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: 7 findings, up to high

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 →

  • high Privilege Escalation · line 125
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • high Privilege Escalation · line 127
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • high Privilege Escalation · line 127
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • medium MCP Rug Pull · line 215
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium MCP Rug Pull · line 216
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium MCP Rug Pull · line 217
    npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.
    Fix: Pin the version: npx @scope/[email protected]
  • medium Rogue Agent · line 230
    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 $0.00039 $0.07748
Opus 5.5 $0.00016 $0.03099
Sonnet 5.5 $0.00008 $0.01550
Haiku 4.5 $0.00004 $0.00775

Measured 3d ago against content hash 3db8dd7de558, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

bootstrap scanned grade B with 2 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 3d ago.

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.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

- **Codex:** `~/.codex/config.toml` sets sub-agents per session with `[agents] max_threads`. The

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

for manual-test automation. Skip for API-only (curl suffices).
skills/bootstrap/SKILL.md · 597 lines

How it starts

The opening of the file, as written. The whole thing — 597 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Purpose

Detects the target project's type, tech stack, and structure, then generates a project-specific CLAUDE.md that references the harness skills. Sets up project directories for pipeline state, memory, and documentation artifacts.

Works for both new projects (empty or freshly scaffolded) and existing projects (with code, tests, and history already in place).

Path resolution: every templates/* path referenced below is relative to this skill's own directory (bootstrap/templates/). Every tech-context/* path is relative to the harness root (the directory containing skills/, tech-context/, and HARNESS.md); resolve it by following the symlink at your own skill path, e.g. readlink <skills-dir>/bootstrap → <harness-root>/skills/bootstrap, then go up two directories.

Practices

1. Determine Bootstrap Mode

Indicator Mode (bootstrap_mode value)
Empty directory or no project files new — scaffold first (Step 1b)
Project files exist but no harness artifacts fresh — full harness setup
.memory/ or .docs/ exist but some missing partial — fill gaps only
All harness artifacts exist re-bootstrap — update detection, re-run smoke test

Also check maturity: 50+ commits = mature, 5+ model files = substantial, existing specs = assess coverage, existing CLAUDE.md = preserve, don't overwrite.

Persist the detected mode into .pipeline/conduct-state.json under the key bootstrap_mode with one of the four string values above (new, fresh, partial, re-bootstrap). This MUST happen before any downstream step dispatches, because the conductor uses the value to skip steps that have no material to act on — notably assess, which is skipped when mode is new (no codebase yet = nothing for the 9 specialists to evaluate). If the value is missing or unrecognized, the conductor defaults to running every step, so a missing write silently loses the optimization but never breaks the flow.

Read the full file on GitHub · 597 lines

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. 3d ago Changed · +19 lines scan A → B 3db8dd7de558
  2. 23d ago Changed · +18 lines 26d7936ea3c1
  3. 27d ago Changed · -1 lines 0c4780828c71
  4. 1mo ago Changed · +5 lines 3f659603fa84
  5. 1mo ago Changed · +32 lines 76ab2495f6c6
  6. 1mo ago Changed · +1 lines 374ed1b52477
  7. 2mo ago First seen · 523 lines · 39 tokens per session scan A e12602e3e517

Subscribe to this mod's changes

bootstrap is a skill published in the GitHub repository jstoup111/ai-conductor (7 stars, last pushed today), licensed Apache-2.0. It adds 39 tokens to every session and 7,748 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it B with 2 findings (reads agent configuration directories, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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