| name | oss-repository-study |
| description | Analyze an OSS or GitHub repository and write grounded study notes for this repository. Use when asked to investigate a repository, summarize its practices, compare what is reusable versus context-specific, extract engineering lessons, or add/update a case study under case-studies/. |
OSS Repository Study
Overview
Analyze one OSS repository at a time and produce a grounded case study. Preserve
the difference between repository facts, your interpretation, reusable
practices, context-specific choices, risks when copying, and follow-up
questions.
Workflow
-
Resolve the target repository.
- Use the repository URL,
owner/repo, or local checkout provided by the
user.
- If the target is ambiguous, ask for the repository before writing notes.
-
Gather evidence.
- Inspect the README, docs, examples, contribution guide, tests, CI, release
workflow, package metadata, and directory structure when available.
- Prefer primary repository sources over third-party summaries.
- For current remote repository facts, verify against GitHub or the web when
local files are not enough.
-
Classify the project context.
- Identify the apparent purpose, intended users, primary artifact, language
or toolchain, and project phase.
- Use cautious phase labels such as exploration, foundation, feature growth,
hardening, or maintenance. Mark uncertain labels as hypotheses.
-
Extract practices.
- Look for practices encoded in docs, tests, examples, CI, release process,
architecture, contribution workflow, issue templates, or community norms.
- Separate practices that seem broadly reusable from practices tied to the
project's domain, phase, team, ecosystem, or toolchain.
- Note risks when copying a practice into another project without adapting
it.
-
Write or update a case study.
- Use
templates/repository-study.md as the base structure.
- Put repository-specific notes under
case-studies/.
- Name new files as
YYYY-MM-DD-owner-repo.md.
- Keep cross-project conclusions out of
notes/ until they are supported by
more than one case study or clearly useful beyond a single project.
-
Verify the note.
- Confirm links, repository names, and dates.
- Check that facts and interpretations are not mixed together.
- Check that the takeaway is narrower than the evidence.
Writing Rules
- Keep the tone concise and analytical.
- Do not praise or criticize a project generically; explain concrete tradeoffs.
- Do not generalize from one repository too quickly.
- Prefer "seems", "appears", or "hypothesis" when evidence is incomplete.
- Preserve context: where the practice works, why it works there, and where it
may fail.
- Mention unresolved questions instead of filling gaps with speculation.
Output Expectations
When creating a case study, include at least:
- repository identity and date studied
- what the project is
- project context
- practices observed
- what seems reusable
- what seems context-specific
- risks when copying
- takeaway
- follow-up questions
When updating an existing study, keep the existing structure unless the change
requires a new section.