feature-context-analysis SKILL.md skillA

feature-context-analysis from robsonkades/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add robsonkades/agent-skills/feature-context-analysis@git:20261016.c769bd8

Pins git:20261016.c769bd8 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
robsonkades/agent-skills
Path
skills/feature-context-analysis/SKILL.md
Versions recorded
5
Latest version
git:20261016.c769bd8, committed Oct 16, 2026
First version recorded
Sep 6, 2026
Size
10,255 bytes
Repository stars
3
License
Apache-2.0

Reading the repository for one specific feature: which technologies and patterns are actually present, which components the feature can reuse, which questions the code has already answered, and — stated as findings rather than silence — which it has not. Use when a scoped feature needs repository evidence before clarification or technology selection, when it is about to be built in a style the codebase does not use, when "the project uses X" is being asserted without a path, when an…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Feature Context Analysis

## Purpose

Two things go wrong when this phase is skipped.

The agent asks the user questions the code answers, spending the user's attention on facts and
then having none left for the decisions only the user can make. Or the agent builds in a style
the codebase does not use — a second HTTP client, a third validation approach, an abstraction
that already exists two packages away — and the review is about the shape of the code rather
than about whether the feature is right.

The output is a **context report**: findings cite evidence and distinguish observation, inference
and unresolved questions. "Not found in this sweep" is bounded search evidence, not proof of
absence throughout the system.

## Workflow

1. **Scope the sweep to the feature.** Read what the feature will plausibly touch and one ring
   around it. A whole-repository survey costs more than it returns and produces a report nobody
   uses.
   If the feature is too ambiguous to select relevant paths, ask the smallest scope question;
   repository investigation does not require delaying a question only the user can answer.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add robsonkades/agent-skills/feature-context-analysis@sha256:7e2d933b782e5e1e

The line at the top of this page pins the label git:20261016.c769bd8, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_poq6cpepvmzfd5nm.svg)](https://markdownregistry.com/a/art_poq6cpepvmzfd5nm)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Sep 6, 2026 and Oct 16, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20261016.c769bd8 latest2026-10-16 c769bd8 10,255 BA view · diff
git:20260927.9ecadfd2026-09-27 9ecadfd 9,117 BA view · diff
git:20260923.832673e2026-09-23 832673e 7,645 BA view · diff
git:20260911.37b054b2026-09-11 37b054b 7,435 BA view · diff
git:20260906.e6ad4bd2026-09-06 e6ad4bd 6,925 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10255 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

robsonkades/agent-skills · 3 stars · license Apache-2.0 · pushed 2026-10-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_poq6cpepvmzfd5nm
GET https://markdownregistry.com/api/v1/resolve?ref=robsonkades/agent-skills/feature-context-analysis
GET https://markdownregistry.com/api/v1/blob/7e2d933b782e5e1ea08c57783a0894076b43aeeedef055de4753d0c111bb6463

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from robsonkades/agent-skills

AGENTS.md AGENTS.md file
robsonkades/agent-skills · AGENTS.md
git:20260911.37b054b · audit A · 3 stars
CLAUDE.md CLAUDE.md file
robsonkades/agent-skills · CLAUDE.md
git:20260828.eebb38a · audit A · 3 stars
DESIGN.md DESIGN.md file
robsonkades/agent-skills · DESIGN.md
git:20261001.2e77f4f · audit A · 3 stars
adapter-sidecar-pattern SKILL.md skill
robsonkades/agent-skills · skills/adapter-sidecar-pattern/SKILL.md · Choose and review Kubernetes telemetry adapters when a legacy or vendor process emits incompatible metrics, logs or…
git:20261016.c769bd8 · audit A · 3 stars
allocation-profiling SKILL.md skill
robsonkades/agent-skills · skills/allocation-profiling/SKILL.md · Attribute Java heap allocation to code and validate reductions in bytes per operation. Use when allocation or GC…
git:20261016.c769bd8 · audit A · 3 stars
ambassador-pattern SKILL.md skill
robsonkades/agent-skills · skills/ambassador-pattern/SKILL.md · Choose or review a local outbound proxy when discovery or routing changes require client releases, a canary or shadow…
git:20261016.c769bd8 · audit A · 3 stars
api-gateway-and-bff SKILL.md skill
robsonkades/agent-skills · skills/api-gateway-and-bff/SKILL.md · Design or review an API gateway or backend for frontend when client journeys need different representations, too many…
git:20261016.c769bd8 · audit A · 3 stars
architecture-and-performance SKILL.md skill
robsonkades/agent-skills · skills/architecture-and-performance/SKILL.md · Attribute endpoint latency and throughput limits to architectural choices when query counts grow with result size…
git:20260927.9ecadfd · audit A · 3 stars
architecture-characteristics SKILL.md skill
robsonkades/agent-skills · skills/architecture-characteristics/SKILL.md · Derive and prioritize architectural quality drivers when requirements say only scalable or reliable, too many qualities…
git:20260927.9ecadfd · audit A · 3 stars
architecture-coupling-and-quanta SKILL.md skill
robsonkades/agent-skills · skills/architecture-coupling-and-quanta/SKILL.md · Map release and runtime coupling when services ship together, event-driven components still require coordinated…
git:20260927.9ecadfd · audit A · 3 stars
architecture-decision-making SKILL.md skill
robsonkades/agent-skills · skills/architecture-decision-making/SKILL.md · Write, review, reconstruct or supersede architecture decision records when rationale is missing, a decision is…
git:20260927.9ecadfd · audit A · 3 stars
architecture-fitness-functions SKILL.md skill
robsonkades/agent-skills · skills/architecture-fitness-functions/SKILL.md · Define or review checks that preserve architectural qualities when a green pipeline misses incidents, inherited rules…
git:20260927.9ecadfd · audit A · 3 stars

Every file in robsonkades/agent-skills

Browse by kind, by grade A, or by owner.