victoriacityCommunity·25 Agent Skills Included

openakari

Persistent autonomous research workflows with memory, budgets, and governance

Runs long-horizon research programs across stateless sessions using the repository as persistent memory. Covers task selection, experiment design, diagnosis, literature review, citation verification, and publication preparation. Eliminates lost findings, hallucinated citations, and uncontrolled spending through logging rules, approval gates, and budget enforcement. Helps research teams accumulate verifiable knowledge instead of repeating work.

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npx skills add victoriacity/openakari --all -g -y

Available:

Instructs the agent to treat the repository as its persistent memory, recording findings, decisions, and plans immediately, following task-selection priorities, session discipline, and approval gates for resource or governance changes.

All Skills in This Repository (25)

Pure Emerald Level Indicators

📦 In Repo

victoriacity

slack-diagnosis

Diagnose Slack bot issues by correlating conversation threads, system logs, and application code.

design

Design rigorous empirical studies and experiment protocols from research questions.

postmortem

Analyze flawed AI agent outputs to identify reasoning failures and propose preventative measures.

refresh-skills

Audit and update SKILL.md files to align with the current codebase.

coordinator

Execute operational commands and manage workflows for Slack-based AI assistants.

develop

Develop and refactor Akari infrastructure code using test-driven development.

gravity

Scan documentation and logs to identify recurring manual tasks for formalization.

orient

Assess agent state, prioritize tasks, and identify mission gaps.

compound-simple

Analyze Git diffs and generate tasks for project convention updates.

diagnose

Analyze experimental result files to identify error patterns and root-cause hypotheses.

feedback

Process human feedback to implement fixes and record learnings.

orient-simple

Select the highest-scored unblocked task from TASKS.md for an AI agent.

Community

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install OpenAkari?▼

Run `npx skills add victoriacity/openakari --all -g -y` in your terminal to install all skills in this suite globally.

What is OpenAkari used for?▼

It is a reference architecture for running autonomous research programs where agents select tasks, run experiments, and record findings across many sessions. The repository itself acts as the agents' persistent memory and institutional knowledge base.

How does OpenAkari keep research findings from being lost?▼

It enforces inline logging rules: every discovery, decision, and plan is written to project files in the same turn it happens. If it is not committed to the repo, it does not exist for future sessions.

Does OpenAkari work with Claude Code and Cursor?▼

Yes. All skills follow the standard SKILL.md format and run in Claude Code, Cursor, and other compatible coding agents pointed at the repository.

Can OpenAkari prevent hallucinated citations in papers?▼

Yes. The lit-review and audit-references skills mechanically fetch every cited URL and verify titles and authors before any reference is accepted into a publication draft.