Agent skill

Gsd Autonomous

by SpillwaveSolutions in SpillwaveSolutions/agent-brain

Run all remaining phases autonomously — discuss→plan→execute per phase

MITAuto-check passedKnowledge Management

Install Gsd Autonomous

skills CLI
$ npx skills add SpillwaveSolutions/agent-brain --skill gsd-autonomous -a claude-code

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

GitHub CLI
$ gh skill install SpillwaveSolutions/agent-brain gsd-autonomous --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/SpillwaveSolutions/agent-brain.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/gsd-autonomous .claude/skills/gsd-autonomous && 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
gsd-autonomous
GitHub stars
119
Used in
4 other repos
Token cost
~854 tokens
SKILL.md length
336 words
Files
1
Skills in repo
55
Repo updated
First seen
Licence
MIT

At a glance

Run all remaining phases autonomously — discuss→plan→execute per phase

  • Knowledge Management work in your project
  • SKILL.md covers A. Skill Invocation, B. AskUserQuestion →… and C. Task() → spawn_agent Mapping
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Gsd Autonomous is an agent skill from SpillwaveSolutions/agent-brain. Run all remaining phases autonomously — discuss→plan→execute per phase

Its SKILL.md is about 850 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Knowledge Management. The repository describes itself as: Local-first RAG memory for AI agents: hybrid + GraphRAG search, MCP server with OAuth 2.1, plugin for Claude Code / OpenCode / Codex. The licence is MIT.

When your agent uses it

  • Knowledge Management work in your project

Example prompts

  • “/gsd-autonomous”

What it can do on your machine

Read from SKILL.md and the folder at commit 8339623. 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

Gsd Autonomous loads about 854 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 336 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~21
When it runs · the whole SKILL.md, loaded when a task matches
~854

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 SpillwaveSolutions/agent-brain at commit 8339623, republished under its MIT licence (© SpillwaveSolutions). 336 words, ~854 tokens.

Download SKILL.mdSave it as .claude/skills/gsd-autonomous/SKILL.md (or your agent's skills folder).
name
gsd-autonomous
description
Run all remaining phases autonomously — discuss→plan→execute per phase
metadata.short-description
Run all remaining phases autonomously — discuss→plan→execute per phase

<codex_skill_adapter>

A. Skill Invocation

  • This skill is invoked by mentioning $gsd-autonomous.
  • Treat all user text after $gsd-autonomous as {{GSD_ARGS}}.
  • If no arguments are present, treat {{GSD_ARGS}} as empty.

B. AskUserQuestion → request_user_input Mapping

GSD workflows use AskUserQuestion (Claude Code syntax). Translate to Codex request_user_input:

Parameter mapping:

  • header → header
  • question → question
  • Options formatted as "Label" — description → {label: "Label", description: "description"}
  • Generate id from header: lowercase, replace spaces with underscores

Batched calls:

  • AskUserQuestion([q1, q2]) → single request_user_input with multiple entries in questions[]

Multi-select workaround:

  • Codex has no multiSelect. Use sequential single-selects, or present a numbered freeform list asking the user to enter comma-separated numbers.

Execute mode fallback:

  • When request_user_input is rejected (Execute mode), present a plain-text numbered list and pick a reasonable default.

C. Task() → spawn_agent Mapping

GSD workflows use Task(...) (Claude Code syntax). Translate to Codex collaboration tools:

Direct mapping:

  • Task(subagent_type="X", prompt="Y") → spawn_agent(agent_type="X", message="Y")
  • Task(model="...") → omit (Codex uses per-role config, not inline model selection)
  • fork_context: false by default — GSD agents load their own context via <files_to_read> blocks

Parallel fan-out:

  • Spawn multiple agents → collect agent IDs → wait(ids) for all to complete

Result parsing:

  • Look for structured markers in agent output: CHECKPOINT, PLAN COMPLETE, SUMMARY, etc.
  • close_agent(id) after collecting results from each agent </codex_skill_adapter>
<objective>
Execute all remaining milestone phases autonomously. For each phase: discuss → plan → execute. Pauses only for user decisions (grey area acceptance, blockers, validation requests).

Uses ROADMAP.md phase discovery and Skill() flat invocations for each phase command. After all phases complete: milestone audit → complete → cleanup.

Creates/Updates:

  • .planning/STATE.md — updated after each phase
  • .planning/ROADMAP.md — progress updated after each phase
  • Phase artifacts — CONTEXT.md, PLANs, SUMMARYs per phase

After: Milestone is complete and cleaned up. </objective>

<execution_context> @/Users/richardhightower/clients/spillwave/src/agent-brain/.codex/get-shit-done/workflows/autonomous.md @/Users/richardhightower/clients/spillwave/src/agent-brain/.codex/get-shit-done/references/ui-brand.md </execution_context>

<context>
Optional flag: `--from N` — start from phase N instead of the first incomplete phase.

Project context, phase list, and state are resolved inside the workflow using init commands (gsd-tools.cjs init milestone-op, gsd-tools.cjs roadmap analyze). No upfront context loading needed. </context>

<process>
Execute the autonomous workflow from @/Users/richardhightower/clients/spillwave/src/agent-brain/.codex/get-shit-done/workflows/autonomous.md end-to-end.
Preserve all workflow gates (phase discovery, per-phase execution, blocker handling, progress display).
</process>

© SpillwaveSolutions, 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 .codex/skills/gsd-autonomous of SpillwaveSolutions/agent-brain.

Open the folder on GitHubat commit 8339623

Used in 4 other repositories

We found 15 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 4 other GitHub owners. This page covers the copy in SpillwaveSolutions/agent-brain, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Gsd Autonomous 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.

Gsd Autonomous compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gsd Autonomous this skillSpillwaveSolutions/agent-brain1194 repos~854Automated safety check: PassMIT
Baoyu URL To Markdownsdyckjq-lab/llm-wiki-skill2.5k3 repos~3.2kAutomated safety check: PassNone
Logseq Review Workflow Evallogseq/logseq45k—~1kAutomated safety check: PassAGPL-3.0
Obsidian CLIAtmosphere/atmosphere3.8k13 repos~795Automated safety check: PassApache-2.0
Esm Cjs Risk Scanlogseq/logseq45k—~3.3kAutomated safety check: PassAGPL-3.0
Capture Conversationoutline/outline41k—~474Automated safety check: PassCustom licence

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Questions about Gsd Autonomous

What does Gsd Autonomous do?

Run all remaining phases autonomously — discuss→plan→execute per phase. Gsd Autonomous is an agent skill from SpillwaveSolutions/agent-brain.

When should I use Gsd Autonomous?

Gsd Autonomous fits situations like: knowledge Management work in your project.

How do I install Gsd Autonomous in Claude Code?

Run `npx skills add SpillwaveSolutions/agent-brain --skill gsd-autonomous -a claude-code`. Or copy the skill folder (.codex/skills/gsd-autonomous in SpillwaveSolutions/agent-brain) into .claude/skills/gsd-autonomous in your project. Claude Code loads it when a task matches its description.

How do I install Gsd Autonomous in Codex?

Run `npx skills add SpillwaveSolutions/agent-brain --skill gsd-autonomous -a codex`. Or copy the skill folder (.codex/skills/gsd-autonomous in SpillwaveSolutions/agent-brain) into .agents/skills/gsd-autonomous in your project. Codex loads it when a task matches its description.

Can I use Gsd Autonomous 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 SpillwaveSolutions/agent-brain --skill gsd-autonomous -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gsd-autonomous, .gemini/skills/gsd-autonomous, .github/skills/gsd-autonomous and .opencode/skills/gsd-autonomous in your project.

What does Gsd Autonomous need to run?

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

Does Gsd Autonomous 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 Gsd Autonomous 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 Gsd Autonomous use?

Gsd Autonomous 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 Gsd Autonomous use?

About 854 tokens (SKILL.md is roughly 3.4k 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 Gsd Autonomous?

Skills that share tags, products or a category with Gsd Autonomous: Baoyu URL To Markdown (sdyckjq-lab/llm-wiki-skill, 2.5k stars), Logseq Review Workflow Eval (logseq/logseq, 45k stars), Obsidian CLI (Atmosphere/atmosphere, 3.8k stars) and Esm Cjs Risk Scan (logseq/logseq, 45k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gsd Autonomous?

SpillwaveSolutions (a GitHub organization) maintains it in SpillwaveSolutions/agent-brain, which has 119 GitHub stars. The repository holds 55 skills in this directory. The repository was last updated on September 19, 2026.

Source: SpillwaveSolutions/agent-brain on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.