rpikit
AGENTS.md19 starsChanged 8 months agoMITView on GitHub
rpikit is a Claude Code plugin implementing the Research-Plan-Implement (RPI) framework. It enforces disciplined software engineering through structured workflows with human approval gates between phases. See docs/architecture.md for the full component model, skill/agent tables, delegation map, and design principles. Workflow: /rpikit:research-plan-implement runs the full pipeline, or use individual skills: /rpikit:researching-codebase → (approval) → /rpikit:writing-plans → (approval) → /rpikit:implementing-plans See CONTRIBUTING.md for setup commands, git hooks, development workflow, component conventions, and releasing. - No pull requests. Commits go directly to main…
- Commits and pushes
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,774 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository16 other files it gives its agents.
- brainstormingSkill
- documenting-decisionsSkill
- finishing-workSkill
- git-worktreesSkill
- implementing-plansSkill
- parallel-agentsSkill
- receiving-code-reviewSkill
- researching-codebaseSkill
- research-plan-implementSkill
- reviewing-codeSkill
- security-reviewSkill
- synthesizing-researchSkill
- systematic-debuggingSkill
- test-driven-developmentSkill
- verification-before-completionSkill
- writing-plansSkill
The file
We split this AGENTS.md into the rules it gives an agent
11 rules. About 0 are common, 8 are distinctive, and 3 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈8
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 27
No merge commits: Always use squash or rebase to keep history linear.
- Distinctive: line 28
When integrating a worktree branch, decide: squash if the branch has messy/WIP commits, rebase if each commit is clean and meaningful.
- Distinctive: line 48
Do NOT document implementation details (specific agents, internal patterns) in README — these change frequently and create maintenance …
- Very specific: line 77
Use bd for ALL task tracking — do NOT use TodoWrite, TaskCreate, or markdown TODO lists
- Very specific: line 78
Run bd prime for detailed command reference and session close protocol
- Very specific: line 79
Use bd remember for persistent knowledge — do NOT use MEMORY.md files
- Distinctive: line 87
File issues for remaining work: - Create issues for anything that needs follow-up
- Distinctive: line 100
Verify: - All changes committed AND pushed
- Distinctive: line 106
NEVER stop before pushing - that leaves work stranded locally
- Distinctive: line 107
NEVER say "ready to push when you are" - YOU must push
- Distinctive: line 108
If push fails, resolve and retry until it succeeds <!-- END BEADS INTEGRATION -->
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Agent Instructions
This file provides guidance to AI coding assistants when working with code in this repository.
Project Overview
rpikit is a Claude Code plugin implementing the Research-Plan-Implement (RPI) framework. It enforces disciplined software engineering through structured workflows with human approval gates between phases.
Architecture & Components
See docs/architecture.md for the full component model, skill/agent tables, delegation map, and design principles.
Workflow: /rpikit:research-plan-implement runs the full pipeline, or use individual skills:
/rpikit:researching-codebase → (approval) → /rpikit:writing-plans → (approval) →
/rpikit:implementing-plans
Development
See CONTRIBUTING.md for setup commands, git hooks, development workflow, component conventions, and releasing.
Git Workflow
- No pull requests. Commits go directly to main locally.
- No merge commits. Always use squash or rebase to keep history linear. When integrating a worktree branch, decide: squash if the branch has messy/WIP commits, rebase if each commit is clean and meaningful.
- Branches may be created when using worktrees for isolation during development, but the end result is a squash or rebase onto main — never a merge commit.
- This facilitates agentic workflows that validate their own changes without requiring full code reviews.
Changelog Rules
CHANGELOG.md tracks plugin user-facing changes only — features, skills, agents, commands, and behaviors that ship to users who install rpikit. Never log local development tooling, CI config, or repo-internal conveniences (e.g., local slash commands, dev scripts) as changelog entries.
Documentation Requirements
README.md is updated only during release prep — never between releases. The README is the primary user-facing
documentation and must match what marketplace users have installed. After changes that affect user-visible behavior,
update CHANGELOG.md's [Unreleased] section instead. At release time, batch-update the README to reflect all
accumulated changes.
Do NOT document implementation details (specific agents, internal patterns) in README — these change frequently and create maintenance burden.
Stakes Classification
The framework uses stakes-based enforcement:
- Low stakes: Quick fixes, documentation, formatting
- Medium stakes: New functions, refactors, bug fixes
- High stakes: Architecture changes, security, data migrations
Higher stakes require more thorough planning and explicit approval.
<!-- BEGIN BEADS INTEGRATION v:1 profile:minimal hash:ca08a54f -->Beads Issue Tracker
This project uses bd (beads) for issue tracking. Run bd prime to see full workflow context and commands.
Quick Reference
bd ready # Find available work
bd show <id> # View issue details
bd update <id> --claim # Claim work
bd close <id> # Complete workRules
- Use
bdfor ALL task tracking — do NOT use TodoWrite, TaskCreate, or markdown TODO lists - Run
bd primefor detailed command reference and session close protocol - Use
bd rememberfor persistent knowledge — do NOT use MEMORY.md files
Session Completion
When ending a work session, you MUST complete ALL steps below. Work is NOT complete until git push succeeds.
MANDATORY WORKFLOW:
- File issues for remaining work - Create issues for anything that needs follow-up
- Run quality gates (if code changed) - Tests, linters, builds
- Update issue status - Close finished work, update in-progress items
PUSH TO REMOTE - This is MANDATORY:
git pull --rebase bd dolt push git push git status # MUST show "up to date with origin"- Clean up - Clear stashes, prune remote branches
- Verify - All changes committed AND pushed
- Hand off - Provide context for next session
CRITICAL RULES:
- Work is NOT complete until
git pushsucceeds - NEVER stop before pushing - that leaves work stranded locally
- NEVER say "ready to push when you are" - YOU must push
- If push fails, resolve and retry until it succeeds
<!-- END BEADS INTEGRATION -->Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

