research-codebase
Skill0 starsChanged 52 days agoMITView on GitHub
Map how the code a ticket touches works today, then name the next step: develop, refactor, or grill-with-docs.
9 other projects use a version of this.
Adopted by
Most recently taken up by
- charly-vibes/incitacionestheir own version, first seen Oct 14, 2026
- sipandey/create-agent-roomtheir own version, first seen Sep 26, 2026
- ConsolaDev/Consolatheir own version, first seen Sep 23, 2026
- atomicinnovation/acceleratortheir own version, first seen Sep 22, 2026
- jurgendn/agent-skillstheir own version, first seen Sep 17, 2026
- liorhai5/ai-skillstheir own version, first seen Sep 7, 2026
Used with
Projects with it also use validate-plan, iterate-plan and 4 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
shawn-dumasSkillvalidate-plan
Validate an orchestration plan after pre-flight certification. Runs adversarial review, deep review (verify prompt data against codebase), and PoC gate for risky approaches. Auto-invoked by orchestrate-* skills at Step 8.
Also in 4 projects that use this
corticalstackSkilliterate-plan
Revise an existing implementation plan in flow/plans/ based on feedback, researching when needed. Explicit-only; run only when invoked via /iterate-plan or explicitly asked.
Also in 3 projects that use this
parcadeiSkilldescribe-pr
Generate comprehensive PR descriptions following repository templates
Also in 4 projects that use this
JasonPaffSkillimplement-plan
Execute implementation plan with structured tracking and validation using subagent architecture
Also in 4 projects that use this
JetBrainsSkillcreate-plan
Research the codebase and create an implementation plan with architecture notes, design document, and track decomposition. Use when starting a new feature or large change.
Also in 3 projects that use this
SentrySkillcommit
Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue references.
Also in 4 projects that use this
Other versions9 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 9
- atomicinnovation/accelerator★ 34same name
- joshuaalpuerto/mcp-agent★ 18same name
- jurgendn/agent-skills★ 10same name
- ConsolaDev/Consola★ 1same name
- corticalstack/flow★ 1same name
- fabianmagrini/skills★ 1same name
- charly-vibes/incitaciones★ 0same name
- liorhai5/ai-skills★ 0same name
- sipandey/create-agent-room★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository26 other files it gives its agents.
- ask-mattSkill
- code-reviewSkill
- create-prSkill
- draft-prSkill
- ready-prSkill
- developSkill
- self-review-docsSkill
- implement-reviewSkill
- implementSkill
- implement-specSkill
- librarianSkill
- nemesisSkill
- refactorSkill
- researchSkill
- review-docsSkill
- self-reviewSkill
- simplifySkill
- tddSkill
- test-auditSkill
- waterfall-challengeSkill
- waterfall-designSkill
- waterfall-implementSkill
- waterfall-planSkill
- waterfall-refactorSkill
- waterfall-reviewSkill
- zero-tech-debtSkill
The file
We split this skill into the rules it gives an agent
8 rules. 0 are common, 4 are distinctive, and 4 are very specific to this project.
0
Common
Most of the 9 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 15
Read the ticket and the files it names before dispatching anything.
- Very specific: line 22
When the ticket names no area of code to change, there is nothing to map yet: route to grill-with-docs and stop.
- Distinctive: line 36
Write one Markdown file:
- Distinctive: line 57
Write every finding as an observation of the current code.
- Distinctive: line 67
Before naming the route, open the cited lines for each fact it rests on.
- Very specific: line 71
refactor: when the map traces the ticket's need to a cause outside the code the ticket names, and a structural change no larger than the … - Very specific: line 74
develop: when the ticket and the map leave one reasonable way to make the change: no open choice alters observable behavior or an … - Very specific: line 76
grill-with-docs: when a choice remains that is the user's to make.
“Common” is measured: kept by at least 6 in 10 of the 9 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Research codebase
Map the code a ticket touches as it stands, so the next step starts from facts instead of finding them again. The map describes; the next step decides, so every choice stays open for the user.
1. Frame the questions
Read the ticket and the files it names before dispatching anything. Turn the ticket into questions about the current code: where the relevant parts live, how data and control flow through them, which callers, tests, and configuration depend on them, which patterns nearby code follows, and where the need the ticket addresses originates, such as a bug's cause. Each question asks how the code works now.
When the ticket names no area of code to change, there is nothing to map yet:
route to grill-with-docs and stop.
2. Investigate
Dispatch a sub-agent for each independent question, so the main context
holds the questions and findings, not the reading. Each sub-agent returns
observations with path:line.
The step is done when every question has an answer backed by path:line, or
is marked open with the places searched.
3. Write the map
Write one Markdown file:
# <topic>
Ticket: <reference>
Commit: <short sha>
## Questions
<numbered, as framed in step 1>
## Findings
<per question: what exists, where, how it works, how parts connect>
## Open
<questions the code did not answer, with the places searched>Write every finding as an observation of the current code. A gap or quirk is a fact with a location like any other.
The map describes one commit and goes stale as the change lands. Save it where
the repository keeps working notes for tasks; when it has none, under
.research/ at the repository root, with .research/ listed in
.git/info/exclude to keep it out of commits.
4. Route
Before naming the route, open the cited lines for each fact it rests on. Reply with a short summary of the map, its path, and the first route that applies:
refactorwhen the map traces the ticket's need to a cause outside the code the ticket names, and a structural change no larger than the ticket's own could remove the need.developwhen the ticket and the map leave one reasonable way to make the change: no open choice alters observable behavior or an interface.grill-with-docswhen a choice remains that is the user's to make. List each choice in one line.
The user starts the next step, often in a fresh session given the map's path.
Does it work?
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