Automate brief implementation from planning through commit with subagent orchestration.
npx skills add https://github.com/fiftynotai/igris-ai --skill hunt-fiftynotai
Please help me install this Agent Skill. Skill: hunt Source: https://github.com/fiftynotai/igris-ai/tree/main/.claude/skills/hunt Command: npx skills add https://github.com/fiftynotai/igris-ai --skill hunt-fiftynotai
This Skill eliminates manual coordination and context-switching when implementing a development brief by automating the full lifecycle from planning to commit, ensuring each step is tracked and validated.
Invoke the hunt skill with a brief ID to run the full implementation workflow for that brief, for example: /hunt BR-008
High-intent search queries and answers about installing and using this skill.
Automating git workflow implementation from a project brief is done by orchestrating subagents to handle planning, building, testing, reviewing, documenting, and committing. This ensures each step is tracked and validated through approval gates.
Orchestrating subagents for end-to-end development tasks involves delegating work across specialized agents like architect, forger, sentinel, warden, mender, and document. This eliminates manual coordination and context-switching during brief implementation.
Enforcing testing and review gates before committing code changes requires applying retry and blocking logic during the workflow. If tests or reviews fail, the orchestration blocks progress until issues are resolved.
Integrating session state and MCP events into an automated build process is supported through local git updates, ai/session/CURRENT_SESSION.md tracking, and optional igris-brain MCP events like igris_agent_event and igris_instance_heartbeat.
A specific brief format stored in ai/briefs is needed to start automated project implementation. You invoke the workflow with a brief ID, such as BR-008, to load the requirements and generate a plan.
Limitations of automating brief implementation with subagent orchestration include dependency on specific directory structures like ai/briefs and ai/session/CURRENT_SESSION.md, and potential blocking if failing tests or reviews cannot be automatically resolved.
fiftynotaiArchive completed brief files and update session history.
yaronshererAutomate Git commits, pushes, and GitHub Actions CI monitoring with auto-fixes.
fiftynotaiAggregate brain health, project statistics, learnings, and agent metrics from knowledge.db.
ssaattwwExecute the end-to-end backend development lifecycle within Claude.
