feature-dev

feature-dev is a skill for Claude Code from MarcinHamiga/code-indexing-mcp. It costs 33 tokens per session (1,222 once invoked), scanned A, original, MIT.

A structured workflow for building a new feature or changing behavior in a codebase. It uses code indexing, which creates a searchable map of the project, to guide exploration and implementation.

In plain words
What is it for?
It is for implementing enhancements or new behavior when code-indexing tools are available.
Why use it?
It gives feature work an ordered process for understanding the existing code, related patterns, and tests before changes are made. This reduces the chance of changing the wrong part of the project.

Skill for Claude Code

Written for Claude Code: arguments in frontmatter. Also seen: names the AskUserQuestion tool.

Good fit It is for implementing enhancements or new behavior when code-indexing tools are available.

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Install with agentmods
npx agentmods add skills/marcinhamiga/code-indexing-mcp/feature-dev
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 MarcinHamiga/code-indexing-mcp --skill feature-dev
Clone the repo
git clone --depth 1 https://github.com/MarcinHamiga/code-indexing-mcp

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 feature-dev

README.md
[![agentmods](https://agentmods.dev/badge/skills/marcinhamiga/code-indexing-mcp/feature-dev/github.svg)](https://agentmods.dev/skills/marcinhamiga/code-indexing-mcp/feature-dev)
Your own site
<a href="https://agentmods.dev/skills/marcinhamiga/code-indexing-mcp/feature-dev"><img src="https://agentmods.dev/badge/skills/marcinhamiga/code-indexing-mcp/feature-dev/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 feature-dev

Your own site · 80×15
<a href="https://agentmods.dev/skills/marcinhamiga/code-indexing-mcp/feature-dev"><img src="https://agentmods.dev/badge/skills/marcinhamiga/code-indexing-mcp/feature-dev.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 33 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,222 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. 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 $0.00033 $0.01222
Opus 5.5 $0.00013 $0.00489
Sonnet 5.5 $0.00007 $0.00244
Haiku 4.5 $0.00003 $0.00122

Measured 1mo ago against content hash cc45f56fada4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

feature-dev scanned grade A with 0 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 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

src/code_indexing_mcp/skills/feature-dev/SKILL.md · 62 lines

How it starts

The opening of the file, as written. The whole thing — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are running a structured feature-development workflow. Follow the phases in order. Do not skip or merge phases.

The feature request is $request. If it is missing or too vague to plan against (no clear goal or acceptance signal), ask the user with the AskUserQuestion tool before starting Phase 1.

Phase 1 — Gather current state with code-indexing-mcp

The core rule of this phase: the code-indexing-mcp tools are the primary navigation mechanism. Do not fall back to Grep/Glob/Read for code exploration while they are available.

  1. Call mcp__code-indexing-mcp__project_status for the target project. If the project is unknown, call mcp__code-indexing-mcp__list_projects and, if needed, mcp__code-indexing-mcp__init_project.
  2. If the index is missing or stale relative to the files the feature will touch, call mcp__code-indexing-mcp__index_project first. Tell the user if indexing will take a moment.
  3. Explore the relevant parts of the codebase:
    • mcp__code-indexing-mcp__search_code — issue several targeted semantic queries derived from the feature request (the area being changed, the patterns it must follow, the tests that cover it). Not one broad query.
    • mcp__code-indexing-mcp__file_outline — get a file's structure before reading it; decide which parts matter instead of dumping whole files.
    • mcp__code-indexing-mcp__find_symbol — locate the declarations the feature will touch. It matches declaration names only; use find_references for call sites.
    • When changing an existing declaration, mcp__code-indexing-mcp__find_references — identify structural uses from its selected chunk_id or project/path/qualified-symbol tuple. For a rename or signature change, use mcp__code-indexing-mcp__analyze_refactor and retain its likely_change, review, and limitation findings in the plan. For an approved rename, produce the mechanical edits with mcp__code-indexing-mcp__emit_refactor_patch after reviewing the analysis — it emits a reviewable unified diff (git apply-able) for the deterministic subset only, never edits source, and reports the rest in unapplied/conflicted. Both analysis tools cover only C, C#, C++, GDScript, Godot Shader, Go, Java, JavaScript, Kotlin, Lua, Python, Rust, SQL, Swift, Terraform, TSX, TypeScript, and Zig declarations — selecting one in any other language returns UNSUPPORTED_LANGUAGE, not an empty result, so fall back to search_code/grep for that part of the codebase instead of treating silence as "no usages". Check completeness.state (complete, complete_with_dynamic_limitations, or incomplete) and the limitations list before trusting a finding set as exhaustive.
    • mcp__code-indexing-mcp__get_chunk — pull the full body of a chunk when you need exact code.
  4. Only use Grep when the task genuinely needs a literal match semantic search cannot express (exact string literals, config keys, TODO/FIXME markers) or when the MCP tools are unavailable — and say so when you do.

End the phase with a short current-state summary for the user: the modules/files involved, existing patterns and conventions the feature must follow, extension points, and how that area is tested.

Read the full file on GitHub · 62 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 Changed cc45f56fada4
  2. 1mo ago Changed f65c2b7ebbf0
  3. 2mo ago First seen · 62 lines · 33 tokens per session scan A 9c23fc3e3c6e

Subscribe to this mod's changes

feature-dev is a skill published in the GitHub repository MarcinHamiga/code-indexing-mcp (0 stars, last pushed 25d ago), licensed MIT. It adds 33 tokens to every session and 1,222 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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