akashgit/remote-factory/study

Claude Code and agent skill by akashgit/remote-factory

Trust tier 3
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Checking that the SKILL.md file is still in the repository.

Analyze the current codebase using Factory's observation engine and code graph. Generates a report covering code quality, eval scores, structural analysis, open issues, backlog items, observability coverage, and improvement opportunities. Use when the user wants to understand the state of their project before making changes.

Install

npx vskill@latest install akashgit/remote-factory/study

SKILL.md

/factory:study

Analyze the current codebase and generate an observation report with structural graph analysis.

Prerequisites

bash
command -v factory >/dev/null 2>&1 || uv tool install "${CLAUDE_PLUGIN_ROOT}"

Execution

bash
factory graph update "$(pwd)"
factory study "$(pwd)"

Check whether a code knowledge graph is available by running factory graph status "$(pwd)".

If the graph is available (status shows node/edge counts), explore the code graph:

bash
factory graph query "$(pwd)" "<focus from observations>" --depth 2
factory graph explain "$(pwd)" "<key node>"
factory graph path "$(pwd)" "<A>" "<B>"

Write graph findings to .factory/strategy/graph-context.md, then combine:

bash
cat .factory/strategy/observations.md .factory/strategy/graph-context.md \
> .factory/strategy/study-combined.md

The combined report at .factory/strategy/study-combined.md covers:

  • Eval scores — current composite and per-dimension breakdown
  • Open issues — from GitHub, if available
  • Backlog items — pending work from .factory/strategy/backlog.md
  • Observability coverage — logging density and uninstrumented files
  • Hypothesis budget — how many improvements to target this cycle
  • Cross-project insights — patterns from sibling projects (if any)
  • Structural analysis — key modules, dependency paths, architectural layers, entry points

For cross-project insights, pass --projects-dir:

bash
factory study "$(pwd)" --projects-dir ~/factory-projects

After studying, use /factory:implement to act on the findings.

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

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Source

Popularity

Repository stars
45
Repository forks
18
7-day trend score
19

Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.

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