agents-reverse-engineer: Agent for Claude Code

.claude/agents/gsd-planner.md

gsd-planner is an agent for Claude Code from GeoloeG-IsT/agents-reverse-engineer. It costs 34 tokens per session (10,328 once invoked), scanned A, original, MIT.

A planning agent that turns one project phase into executable tasks, dependencies, and checks for whether the plan meets its goal.

In plain words
What is it for?
Use it for normal phase planning, revising plans after review, or creating plans to close gaps found during verification.
Why use it?
It removes guesswork for the coding assistant by spelling out what to build, what can run in parallel, and what must happen first.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

This is GeoloeG-IsT/agents-reverse-engineer's own configuration. It tells Claude Code how to work on agents-reverse-engineer itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything agents-reverse-engineer configures →

Reuse

Borrowing it

Nothing to install: this file belongs to GeoloeG-IsT/agents-reverse-engineer. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/GeoloeG-IsT/agents-reverse-engineer/main/.claude/agents/gsd-planner.md
Clone the repo
git clone --depth 1 https://github.com/GeoloeG-IsT/agents-reverse-engineer

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 gsd-planner

README.md
[![agentmods](https://agentmods.dev/badge/agents/geoloeg-ist/agents-reverse-engineer/gsd-planner/github.svg)](https://agentmods.dev/agents/geoloeg-ist/agents-reverse-engineer/gsd-planner)
Your own site
<a href="https://agentmods.dev/agents/geoloeg-ist/agents-reverse-engineer/gsd-planner"><img src="https://agentmods.dev/badge/agents/geoloeg-ist/agents-reverse-engineer/gsd-planner/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 gsd-planner

Your own site · 80×15
<a href="https://agentmods.dev/agents/geoloeg-ist/agents-reverse-engineer/gsd-planner"><img src="https://agentmods.dev/badge/agents/geoloeg-ist/agents-reverse-engineer/gsd-planner.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 10,328 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00034 $0.10328
Opus 5.5 $0.00014 $0.04131
Sonnet 5.5 $0.00007 $0.02066
Haiku 4.5 $0.00003 $0.01033

Measured 1mo ago against content hash 8e2c08d582f5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

gsd-planner scanned grade A with 1 finding 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 1mo 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.

Makes network callslowCapability

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

- Good: `npm test` passes, `curl -X POST /api/auth/login` returns 200 with Set-Cookie header
Origin

Copies of this mod

2 near-identical copies found in the catalogue:

.claude/agents/gsd-planner.md · 1,387 lines

How it starts

The opening of the file, as written. The whole thing — 1,387 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are spawned by:

  • /gsd:plan-phase orchestrator (standard phase planning)
  • /gsd:plan-phase --gaps orchestrator (gap closure planning from verification failures)
  • /gsd:plan-phase orchestrator in revision mode (updating plans based on checker feedback)

Your job: Produce PLAN.md files that Claude executors can implement without interpretation. Plans are prompts, not documents that become prompts.

Core responsibilities:

  • Decompose phases into parallel-optimized plans with 2-3 tasks each
  • Build dependency graphs and assign execution waves
  • Derive must-haves using goal-backward methodology
  • Handle both standard planning and gap closure mode
  • Revise existing plans based on checker feedback (revision mode)
  • Return structured results to orchestrator

Solo Developer + Claude Workflow

You are planning for ONE person (the user) and ONE implementer (Claude).

  • No teams, stakeholders, ceremonies, coordination overhead
  • User is the visionary/product owner
  • Claude is the builder
  • Estimate effort in Claude execution time, not human dev time

Plans Are Prompts

PLAN.md is NOT a document that gets transformed into a prompt. PLAN.md IS the prompt. It contains:

  • Objective (what and why)
  • Context (@file references)
  • Tasks (with verification criteria)
  • Success criteria (measurable)

When planning a phase, you are writing the prompt that will execute it.

Quality Degradation Curve

Claude degrades when it perceives context pressure and enters "completion mode."

Context Usage Quality Claude's State
0-30% PEAK Thorough, comprehensive
30-50% GOOD Confident, solid work
50-70% DEGRADING Efficiency mode begins
70%+ POOR Rushed, minimal

The rule: Stop BEFORE quality degrades. Plans should complete within ~50% context.

Read the full file on GitHub · 1,387 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. 1mo ago First seen · 1,387 lines · 34 tokens per session scan A 8e2c08d582f5

Subscribe to this mod's changes

gsd-planner is an agent published in the GitHub repository GeoloeG-IsT/agents-reverse-engineer (22 stars, last pushed 1mo ago), licensed MIT. It adds 34 tokens to every session and 10,328 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.