open-gitagent/opengap

Code Review reviews code diffs and files for security vulnerabilities (OWASP Top 10), error handling, complexity, naming conventions, and performance issues. Use when you need to review a PR, pull request, diff, merge request, or code changes.

Compute Ladder organizes model selection by provider health, using Tier 0 local models for most tasks and paid models only as break-glass. It triggers fallback on 429, timeout, or stream death—never on perceived task difficulty.

Create Agent creates and configures agent.yaml files, writes SOUL.md personality definitions, and sets up agent directory structures with skills, tools, and knowledge. Use it when you need to configure an agent, set up its skills and knowledge, or customize agent settings.

Document Review reviews financial documents (prospectuses, ADVs, marketing materials) for FINRA 2210 compliance, required disclosures, and balanced presentation. Use it when checking financial statements, audit documents, regulatory filings, or compliance issues.

Export & Import Agents converts agent definitions between frameworks such as Claude Code, OpenAI, CrewAI, Lyzr, and GitHub Models, and imports from Claude, Cursor, and CrewAI projects.

Get Started with GitAgent guides installation of gitagent and creation of a first agent using scaffolding, configuration, and validation. Use when new to gitagent or setting up an initial agent.

Knowledge Retrieval performs semantic search over ingested documents using RAG (LlamaIndex/ChromaDB or Foundational RAG). Use it to find information in PDFs, whitepapers, or technical documentation when domain-specific knowledge is not available on the open web.

Manage Skills searches the SkillsMP registry, installs skills locally or globally, creates custom skills with SKILL.md frontmatter, and manages the skill lifecycle. Use it when you need to find, install, create, or inspect agent skills.

Narco-Check audits an agent's memory for hallucinations, circular confirmations, and state poisoning when triggered by repeated failures or the nightly deep dive. It grounds checks in real system state and flags poisoned memory entries before proceeding.

Packet Factory creates, reviews, and dispatches atomic work packets so no side effect runs without an approved packet. Scope is immutable after approval — expansion requires a new packet.

Paper Search searches for academic papers and scholarly articles via Google Scholar using the Serper API. Use it to find peer-reviewed research, seminal papers, citation counts, and systematic reviews for grounding claims.

Regulatory Analysis examines documents and processes against FINRA, SEC, Federal Reserve, and CFPB frameworks to identify compliance gaps, classify findings by severity, and recommend remediation. Use it for compliance audits, regulatory reviews, and policy adherence checks.

Research breaks a topic into subtopics, gathers factual information with reasoning, and produces a structured summary with key findings and open questions. Use when the user asks to research, investigate, look up, summarize a topic, or asks 'what is known about...'.

Run Agent configures and runs agents with different adapters including Claude, OpenAI, CrewAI, Lyzr, and GitHub Models. Use it to run an agent locally, from a remote git repository, or with a one-shot prompt while switching LLM providers or configuring adapter settings.

Web Search retrieves current web information using the Tavily API. Use it to find recent news, verify claims, or gather current statistics with source URLs.

Wiki Ingest processes a raw source document and integrates its knowledge into a wiki by extracting key entities, claims, and relationships, creating or updating pages, and maintaining cross-references. Use when adding a new source or saying 'ingest this'.

Wiki Lint audits a wiki for contradictions, stale claims, orphan pages, missing cross-references, and knowledge gaps. Use it periodically or when asked to check wiki health.

Wiki Query searches wiki pages, synthesizes answers with citations, and can file valuable answers back as new wiki pages. Use it when the user asks a question about the knowledge base.