Agent skill

Implement Spec

by jellydn in jellydn/my-ai-tools

Implement a complete spec from its ticket graph, using isolated workers and one integration branch.

MITAuto-check passedDevelopment

Install Implement Spec

skills CLI
$ npx skills add jellydn/my-ai-tools --skill implement-spec -a claude-code

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

GitHub CLI
$ gh skill install jellydn/my-ai-tools implement-spec --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/jellydn/my-ai-tools.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/implement-spec .claude/skills/implement-spec && 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
implement-spec
GitHub stars
123
Token cost
~1.7k tokens
SKILL.md length
850 words
Files
1
Skills in repo
33
Repo updated
First seen
Licence
MIT

At a glance

Implement a complete spec from its ticket graph, using isolated workers and one integration branch.

  • Works in 7 steps: Read the graph once → Explore before parallel work → Create the integration branch → …
  • Development work in your project
  • SKILL.md covers When to Use, Contract, Workflow and Communication Rules, plus 2 more sections
  • Calls git

What it does

Implement Spec is an agent skill from jellydn/my-ai-tools. Implement a complete spec from its ticket graph, using isolated workers and one integration branch.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: cline, claude, opencode, amp, codex, gemini, cursor, pi

It sits in Development. The repository describes itself as: Comprehensive configuration management for AI coding tools - Replicate my complete setup for Claude Code, OpenCode, Amp, Li, Codex and Claude Code Switch with custom… The licence is MIT.

When your agent uses it

  • Development work in your project

Example prompts

  • “/implement-spec”

Requirements

  • Compatibility (from SKILL.md): cline, claude, opencode, amp, codex, gemini, cursor, pi

Workflow steps

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

  1. Read the graph once
  2. Explore before parallel work
  3. Create the integration branch
  4. Implement frontier tickets in isolated worktrees
  5. Merge completed work deliberately
  6. Full integration review
  7. Finish cleanly

What it can do on your machine

Read from SKILL.md and the folder at commit 7a06584. 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

    Shell commands in SKILL.md call:

    • git

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

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    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.

  • Compatibility

    cline, claude, opencode, amp, codex, gemini, cursor, pi

    From compatibility in the SKILL.md frontmatter.

Context cost

Implement Spec loads about 1.7k tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 850 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~29
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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 jellydn/my-ai-tools at commit 7a06584, republished under its MIT licence (© jellydn). 850 words, ~1,652 tokens.

Download SKILL.mdSave it as .claude/skills/implement-spec/SKILL.md (or your agent's skills folder).
name
implement-spec
description
Implement a complete spec from its ticket graph, using isolated workers and one integration branch.
compatibility
cline, claude, opencode, amp, codex, gemini, cursor, pi
version
1.0.0
author
my-ai-tools
license
MIT
hint
Use when a spec and dependency-aware tickets are ready for implementation.
user-invocable
true
disable-model-invocation
true
metadata.audience
all
metadata.workflow
implementation
metadata.related_skills
tdd, code-review, diagnosing-bugs, commit-atomic

Implement Spec

Build a complete specification from its dependency-aware ticket graph. The goal is a verified integration branch, not a collection of disconnected worker branches.

When to Use

Use when:

  • A reviewed spec exists.
  • Tickets describe acceptance criteria and blocking relationships.
  • The user wants the whole spec implemented rather than one ticket.

Do not use when the spec is still ambiguous, tickets are missing dependencies, or the user only wants one isolated ticket. Resolve those inputs first with the relevant planning skills.

Contract

Before changing code, identify:

  • The spec path or authoritative issue/plan.
  • The ticket source and ticket status format.
  • The dependency field used to define blocking relationships.
  • The repository's test, lint, typecheck, and build commands.
  • The base branch and the requested integration branch name.

If any of these cannot be found, stop and report the missing input instead of inventing a task graph.

Workflow

1. Read the graph once

Read the full spec and all tickets. Extract a compact work map:

text
Ticket       Blocks on       Files/area       Acceptance check       Status
TICKET-1     none            parser           unit test                ready
TICKET-2     TICKET-1        API              integration test          blocked

A ticket is on the frontier when every blocker is complete. Tickets are not a serial to-do list: independent frontier tickets may run concurrently.

2. Explore before parallel work

Use one exploration pass, or a dedicated exploration worker, to locate existing patterns, ownership boundaries, relevant tests, and external documentation. Save substantial findings in a temporary notes directory accessible to later workers. Do not make every implementer rediscover the repository.

3. Create the integration branch

Start from the latest remote base and create one integration branch. Keep it separate from the default branch. Do not open a PR unless the user asks, the issue tracker requires it to close tickets, or the workflow explicitly says to do so.

Check before proceeding:

bash
git fetch origin <base>
git status --short --branch
git switch -c <integration-branch> origin/<base>

Preserve unrelated dirty work. Never reset or stash unfamiliar user changes implicitly.

4. Implement frontier tickets in isolated worktrees

For each ready ticket, dispatch one implementer in its own worktree and branch. Give it the complete ticket text, acceptance criteria, relevant context pointers, and exact verification commands. It must:

  1. Confirm its worktree is based on the current integration branch.
  2. Load and follow tdd for behavior changes.
  3. Make the smallest change that satisfies the ticket.
  4. Run focused tests, then the relevant broader checks.
  5. Commit with a conventional message.
  6. Return the commit SHA, files changed, and real command output.

A timeout, partial result, or claim without a commit SHA is not completion. Inspect the worktree and either recover it deliberately or discard it.

5. Merge completed work deliberately

Use a merger worker or the controller to merge one verified ticket at a time into the integration branch. Resolve conflicts using the spec and domain terminology, not by choosing whichever side is shorter. After every merge:

  • Run focused checks for the merged ticket.
  • Update the graph status.
  • Recompute the frontier.
  • Start newly unblocked tickets.

Do not merge two workers that modify the same contract without reviewing their combined diff first.

Show full SKILL.md (365 more words)Show less
6. Full integration review

When every ticket is complete, load code-review and review the full integration branch against the original spec, not only the individual ticket descriptions. Fix findings in a focused worker, rerun the affected checks, and repeat the review until there are no unresolved critical or important findings.

For changes to agent skills or workflow instructions, include a learning check before declaring the ticket complete:

  1. Preserve a representative input and the old output.
  2. Record any human correction and the decision behind it.
  3. Update the skill with a bounded decision rule rather than a slogan.
  4. Rerun the same input and compare the new output with the correction.
  5. Add a deterministic check when the lesson is mechanical.
7. Finish cleanly

Run the repository's complete validation suite. Confirm:

  • Every ticket has a commit and a resolved status.
  • The integration branch contains only intended changes.
  • No worker worktrees remain.
  • Generated files and temporary notes are not accidentally committed.
  • The final branch and commit SHA are reported.

Communication Rules

Keep worker prompts sparse. Prefer pointers to the spec, ticket, notes, and previous commits over copying large context into every prompt. The controller owns the graph and merge order; workers own their ticket implementation.

Common Pitfalls

  1. Treating tickets as a simple list and missing blockers.
  2. Letting two workers silently redefine the same field, API, or file contract.
  3. Reporting a timed-out worker as done.
  4. Opening a PR before the integration branch has passed full review.
  5. Running only unit tests and missing integration, type, or build failures.
  6. Resetting a dirty worktree and destroying unrelated user work.
  7. Asking workers to explore the whole repository instead of giving them focused pointers.

Verification Checklist

  • Spec and ticket graph were read and mapped.
  • Base branch was refreshed and unrelated changes preserved.
  • Each ticket ran in an isolated worktree.
  • Each completed ticket has a verified commit SHA.
  • Merges were checked as an integrated change.
  • code-review passed on the complete branch.
  • Skill/workflow changes were rerun against a stable input, when applicable.
  • Mechanical lessons became deterministic checks where practical.
  • Full repository validation passed, or blockers are reported exactly.
  • Worker worktrees and temporary artifacts were cleaned up.

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

Files

Just SKILL.md in skills/implement-spec of jellydn/my-ai-tools.

Open the folder on GitHubat commit 7a06584

Compare with similar skills

Implement Spec 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.

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PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Code Review ChecklistshareAI-lab/learn-claude-code78k5 repos~1.1kAutomated safety check: PassMIT

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Categories

Questions about Implement Spec

What does Implement Spec do?

Implement a complete spec from its ticket graph, using isolated workers and one integration branch. Implement Spec is an agent skill from jellydn/my-ai-tools. Implement a complete spec from its ticket graph, using isolated workers and one integration branch.

When should I use Implement Spec?

Implement Spec fits situations like: development work in your project.

How do I install Implement Spec in Claude Code?

Run `npx skills add jellydn/my-ai-tools --skill implement-spec -a claude-code`. Or copy the skill folder (skills/implement-spec in jellydn/my-ai-tools) into .claude/skills/implement-spec in your project. Claude Code loads it when a task matches its description.

How do I install Implement Spec in Codex?

Run `npx skills add jellydn/my-ai-tools --skill implement-spec -a codex`. Or copy the skill folder (skills/implement-spec in jellydn/my-ai-tools) into .agents/skills/implement-spec in your project. Codex loads it when a task matches its description.

Can I use Implement Spec 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 jellydn/my-ai-tools --skill implement-spec -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/implement-spec, .gemini/skills/implement-spec, .github/skills/implement-spec and .opencode/skills/implement-spec in your project.

What does Implement Spec need to run?

Going by SKILL.md and its folder, Implement Spec needs the command-line tools its instructions call (git). Compatibility (from SKILL.md): cline, claude, opencode, amp, codex, gemini, cursor, pi.

Does Implement Spec access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Implement Spec 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 Implement Spec use?

Implement Spec is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Implement Spec use?

About 1.7k tokens (SKILL.md is roughly 6.6k 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 Implement Spec?

Skills that share tags, products or a category with Implement Spec: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 296k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Implement Spec?

jellydn (a GitHub user) maintains it in jellydn/my-ai-tools, which has 123 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on October 8, 2026.

Source: jellydn/my-ai-tools on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.