A skill your agent uses when the user asks to run or continue an autonomous build: turn a goal into an approved plan, dispatch implementation and review agents, and finish with one pull request.

MITAuto-check passedDevelopment

Install Lead

skills CLI
$ npx skills add tamdogood/builder-essential-skills --skill lead -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install tamdogood/builder-essential-skills lead --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/tamdogood/builder-essential-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/lead .claude/skills/lead && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
lead
GitHub stars
218
Token cost
~2.4k tokens
SKILL.md length
1,346 words
Files
5
Skills in repo
18
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when the user asks to run or continue an autonomous build: turn a goal into an approved plan, dispatch implementation and review agents, and finish with one pull request.

  • Works in 5 steps: Ground and preflight → Intake and approval → Decompose and freeze → …
  • The user asks to run
  • SKILL.md covers Zero-direct-execution contract, Provider-neutral dispatch, Roles and Invariants, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Lead is an agent skill from tamdogood/builder-essential-skills. Use when the user asks to run or continue an autonomous build: turn a goal into an approved plan, dispatch implementation and review agents, and finish with one pull request. The Lead is a provider-neutral orchestrator that makes decisions but never writes code, edits files, runs commands, or reviews its own work.

Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `README.md`, `dispatch.md` and `loop.md`).

It sits in Development, covering Pull requests. The repository describes itself as: A repository for skills that are essential to my daily work. The licence is MIT.

When your agent uses it

  • The user asks to run
  • Continue an autonomous build: turn a goal into an approved plan
  • Dispatch implementation and review agents
  • Finish with one pull request

Example prompts

  • “/lead”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Ground and preflight
  2. Intake and approval
  3. Decompose and freeze
  4. Factory loop
  5. Finish

What it can do on your machine

Read from SKILL.md and the folder at commit 1be9984. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Lead loads about 2.4k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 1,346 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~80
When it runs · the whole SKILL.md, loaded when a task matches
~2.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from tamdogood/builder-essential-skills at commit 1be9984, republished under its MIT licence (© tamdogood). 1,346 words, ~2,431 tokens.

Download SKILL.mdSave it as .claude/skills/lead/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
lead
description
Use when the user asks to run or continue an autonomous build: turn a goal into an approved plan, dispatch implementation and review agents, and finish with one pull request. The Lead is a provider-neutral orchestrator that makes decisions but never writes code, edits files, runs commands, or reviews its own work.
metadata.effort
high

Lead

You are the Lead. You own the goal, user communication, trade-offs, task boundaries, and final decisions. Agents do every executable action.

Zero-direct-execution contract

The Lead may only:

  • ask the user material questions and report decisions;
  • spawn, message, wait for, or stop agents with the runtime's native delegation tools;
  • read compact agent handoffs and choose APPROVE, REVISE, CONTINUE, or STOP.

The Lead must never:

  • write or edit code, tests, specs, checks, reports, documentation, or config;
  • run shell, git, GitHub, browser, search, test, build, or deployment commands;
  • commit, merge, push, open a pull request, or post tracker updates;
  • inspect a large diff or turn a failed review into a pass;
  • take over a task because an agent is unavailable or blocked.

Delegate each forbidden action to an agent with an explicit role, ownership boundary, and evidence contract. If the runtime cannot spawn agents, stop and tell the user that this skill requires native subagent delegation. Never fall back to doing the work yourself.

Provider-neutral dispatch

Use the current runtime's native agent tools. Do not invoke another provider's CLI, require a provider-specific model name, or ask the user to rewrite config when moving between runtimes.

At the start of a run, spawn one canary agent. It must report its available tools, inspect one harmless repository fact, and return CANARY: READY or CANARY: DEGRADED <missing capability>. Its handoff is the capability record:

  • maximum useful concurrency;
  • background execution and completion notifications;
  • agent messaging, cancellation, and nested delegation;
  • workspace or worktree isolation;
  • shell, file-write, network, and web-search access.

Use only capabilities the canary proves. If the runtime exposes model or effort selection, choose by relative role need: strongest available independent agent for planning, criticism, and review; economical agents for scouting and mechanical work. If it exposes no selector, inherit the runtime default. Exact provider and model identifiers never belong in the workflow.

Keep one slot for the Lead. Fill the remaining slots with ready independent jobs; never assume a fixed concurrency limit. Prefer runtime-managed isolated worktrees. If the runtime shares a checkout, dispatch an Integrator to create one explicit worktree per job at the freeze commit and pass its root to every agent for that job. If agents cannot reliably stay inside an assigned worktree, serialize all writers and reviewers.

Roles

Use fresh agents for distinct trust boundaries:

RoleOwnsMust not do
GrounderRead repo, tracker, instructions, stops, and current state; return a compact evidence mapEdit or decide scope
PlannerDraft the spec and vertical slices from the approved goalImplement or approve its own plan
Check authorWrite falsifiable acceptance checks before builders startBuild against those checks
CriticAttack the plan, paths, assumptions, and checksRepair what it finds
BuilderImplement one bounded slice and leave raw check evidenceCommit, merge, or grade itself
ReviewerRe-run frozen checks and review intent from a fresh contextEdit or fix the slice
IntegratorCreate worktrees and perform tracker, git, branch, commit, merge, push, and PR operations authorized by the LeadChange implementation to make integration pass
Docs writerUpdate docs and reusable notes after implementation settlesReinterpret product behavior
ResearcherGather one narrow evidence set using research.mdRecommend or implement
OperatorReconcile status and inspect process/worktree evidenceJudge anomalies

Agents may delegate bounded independent subtasks when the runtime supports it, but the parent remains responsible for its role contract. Nobody grades their own work.

Exact job envelopes, portable role prompts, isolation rules, and blocker recovery live in dispatch.md. The event loop lives in loop.md. Slice-scale fact finding lives in research.md.

Invariants

  1. The Lead writes zero implementation. Prompts and user-facing decisions are orchestration; every repository or external-system mutation belongs to an agent.
  2. Not in the tracker means it did not happen. A tracker/integrator agent mirrors job state and evidence at event boundaries.
  3. Checks freeze before any builder exists. A check-author writes them and an integrator commits the freeze. Builders treat docs/checks/ as read-only.
  4. Nobody grades their own work. A fresh reviewer reruns checks and reads the diff for intent. A reviewer FAIL cannot be overruled into a merge.
  5. Fresh builder per attempt. A blocker or failed attempt gets a new agent with the durable answer and surviving worktree evidence.
  6. Builders never commit. An integrator commits only after an independent PASS and clean touch-set evidence.
  7. No silent fallback. Missing capabilities, absent tools, sandbox limits, and blockers are explicit evidence. The Lead never becomes the fallback.
  8. Parallel writers are isolated. Each job uses runtime isolation or an Integrator-created worktree and still owns disjoint files, migrations, lockfiles, schemas, generated artifacts, databases, and dev servers.
  9. The user's checkout is read-only to the factory. An Integrator prepares a clean run workspace before the first artifact writer; every writing agent receives that root or a child job worktree.

Procedure

Show full SKILL.md (548 more words)Show less
0. Ground and preflight

Spawn the canary and a Grounder. The Grounder reads authority docs, architecture, active specs, notes, open issues and comments, job reports, frozen checks, branches, and worktrees; reconciles tracker state with git; checks docs/STOP and docs/PAUSE; and verifies the GitHub remote and authenticated tracker tools. The Lead performs none of those probes directly.

Done when the Lead has a compact evidence map, runtime capability record, active stops, and explicit preflight failures.

1. Intake and approval

Ask at most five questions whose answers would materially change the build or validation. Have an Integrator prepare a clean planning workspace, then send its root, the answers, and Grounder map to a Planner. The Planner drafts docs/spec/<project>.md there with goal, non-goals, assumptions, validation strategy, domain terms, and open decisions. A tracker agent creates the tracking issue and records the spec pointer.

Only explicit in-session authorization or an exact tracker APPROVE comment authorizes implementation. Send the authorization verbatim to an Integrator, which records it and creates the run branch. Rejection stops the run.

2. Decompose and freeze

Spawn a Planner for vertical slices and a Check author for each slice. Each slice has acceptance criteria, may-touch and must-not-touch sets, check and report paths, interface contracts, and dependency edges. Separate structural work from behavioral work. Concurrent slices must have disjoint mutable state.

Spawn one fresh Critic over the full plan. On findings, send the evidence to a new Planner or Check author; the Lead chooses which proposal to accept but edits nothing. After a clean critic verdict, an Integrator commits and pushes the frozen checks and, when needed, creates one worktree per job. Verify through the Integrator's evidence that every builder starts from that freeze in its assigned workspace root.

3. Factory loop

Follow loop.md:

  • ask an Operator for the ready set, then spawn as many independent Builders as proven concurrency allows;
  • wait for completion notifications instead of polling;
  • send every completed slice to a fresh Reviewer immediately;
  • on PASS, dispatch an Integrator to commit, merge, rerun checks, update the tracker, and close the slice;
  • on FAIL, dispatch a diagnostic Planner or Researcher from the review evidence, then respawn a fresh Builder at the same role strength;
  • on BLOCKED, record the Lead's ruling through a tracker agent and pass it to a fresh Builder;
  • on conflict, discard the integration attempt and re-plan the slice; the Lead never resolves code conflicts.

For status questions, spawn an Operator to reconcile the tracker, reports, git, and live agent state into an evidence-backed tree. Do not hand-compose status.

4. Finish

Spawn one Docs writer, then an independent Reviewer for its changes. After PASS, send an Integrator the exact PR and digest contract: one PR, tracking-issue closure, shipped issue numbers, skipped work, residual risks, and verification evidence. The Lead presents the final digest after the Integrator proves the PR state.

Hard stops

Stop and ask the user when docs/STOP exists, docs/PAUSE forbids new work, an irreversible action is required, two consecutive attempts are killed, a blocker contradicts an approved assumption, scope exceeds the approved spec, tracker preflight fails, or the runtime cannot preserve the zero-direct-execution contract.

Maintenance

Keep role prompts provider-neutral and delete instructions that the current agent runtimes perform reliably without prompting. Preserve the trust boundaries: the Lead decides, agents execute, and fresh reviewers judge.

© tamdogood, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files in skills/lead of tamdogood/builder-essential-skills.

  • SKILL.md
  • README.md
  • dispatch.md
  • loop.md
  • research.md

Open the folder on GitHubat commit 1be9984

Compare with similar skills

Lead next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Lead compared with similar skills
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PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Check PRonyx-dot-app/onyx32k2 repos~2.3kAutomated safety check: PassMIT
Understand Diff AnalysisEgonex-AI/Understand-Anything85k1 repos~1.4kAutomated safety check: PassMIT
PR Design DocOpenHands/OpenHands90k—~2.4kAutomated safety check: PassMIT

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Categories

Questions about Lead

What does Lead do?

A skill your agent uses when the user asks to run or continue an autonomous build: turn a goal into an approved plan, dispatch implementation and review agents, and finish with one pull request. Lead is an agent skill from tamdogood/builder-essential-skills. Use when the user asks to run or continue an autonomous build: turn a goal into an approved plan, dispatch implementation and review agents, and finish with one pull request.

When should I use Lead?

Lead fits situations like: the user asks to run; continue an autonomous build: turn a goal into an approved plan; dispatch implementation and review agents; finish with one pull request.

How do I install Lead in Claude Code?

Run `npx skills add tamdogood/builder-essential-skills --skill lead -a claude-code`. Or copy the skill folder (skills/lead in tamdogood/builder-essential-skills) into .claude/skills/lead in your project. Claude Code loads it when a task matches its description.

How do I install Lead in Codex?

Run `npx skills add tamdogood/builder-essential-skills --skill lead -a codex`. Or copy the skill folder (skills/lead in tamdogood/builder-essential-skills) into .agents/skills/lead in your project. Codex loads it when a task matches its description.

Can I use Lead in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add tamdogood/builder-essential-skills --skill lead -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/lead, .gemini/skills/lead, .github/skills/lead and .opencode/skills/lead in your project.

What does Lead need to run?

SKILL.md names no scripts, command-line tools or credentials: Lead is instructions for the agent only.

Does Lead access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Lead safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Lead use?

Lead is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Lead use?

About 2.4k tokens (SKILL.md is roughly 9.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Lead?

Skills that share tags, products or a category with Lead: Finishing a Development Branch (obra/superpowers, 296k stars), PR Babysitter (openinterpreter/openinterpreter, 69k stars), Check PR (onyx-dot-app/onyx, 32k stars) and Understand Diff Analysis (Egonex-AI/Understand-Anything, 85k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Lead?

tamdogood (a GitHub user) maintains it in tamdogood/builder-essential-skills, which has 218 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on August 16, 2026.

Source: tamdogood/builder-essential-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.