Repository
SpillwaveSolutions/agent-brain agent skills
- skills
- 55
- GitHub stars
- 119
GitHub description: “Local-first RAG memory for AI agents: hybrid + GraphRAG search, MCP server with OAuth 2.1, plugin for Claude Code / OpenCode / Codex.”
- Stars
- 119 (22 forks)
- Licence
- MIT
- Last push
- Sep 2026
- Created
- Dec 2025
- agent-memory
- agent-plugins
- chromadb
- claude-code
- codex
- fastapi
- graphrag
- knowledge-graph
- llm
- mcp
- oauth
- opencode
- python
- rag
- semantic-search
Install all skills
npx skills add SpillwaveSolutions/agent-brainAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in SpillwaveSolutions/agent-brain, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Archive completed milestone and prepare for next version. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 4 repos | ~1.6k | Automated safety check: Pass | MIT | 18 days ago |
| 2 | Modern Python coaching covering language foundations through advanced production patterns. | SpillwaveSolutions/ | 119 | — | ~1.4k | Automated safety check: Notes | MIT | 18 days ago |
| 3 | Systematic debugging with persistent state across context resets | SpillwaveSolutions/ | 119 | 4 repos | ~1.5k | Automated safety check: Pass | MIT | 18 days ago |
| 4 | Review and promote backlog items to active milestone. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 3 repos | ~961 | Automated safety check: Pass | MIT | 18 days ago |
| 5 | Installation and configuration skill for Agent Brain document search system. | SpillwaveSolutions/ | 119 | — | ~7k | Automated safety check: Notes | MIT | 18 days ago |
| 6 | Manage persistent context threads for cross-session work. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 3 repos | ~1.2k | Automated safety check: Pass | MIT | 18 days ago |
| 7 | Capture a forward-looking idea with trigger conditions — surfaces automatically at the right milestone | SpillwaveSolutions/ | 119 | 2 repos | ~691 | Automated safety check: Pass | MIT | 18 days ago |
| 8 | Add an idea to the backlog parking lot (999.x numbering). An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 1 repo | ~1k | Automated safety check: Pass | MIT | 18 days ago |
| 9 | Reapply local modifications after a GSD update. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 18 days ago |
| 10 | Cross-phase audit of all outstanding UAT and verification items | SpillwaveSolutions/ | 119 | 4 repos | ~619 | Automated safety check: Pass | MIT | 18 days ago |
| 11 | Run all remaining phases autonomously — discuss→plan→execute per phase | SpillwaveSolutions/ | 119 | 4 repos | ~854 | Automated safety check: Pass | MIT | 18 days ago |
| 12 | Analyze codebase with parallel mapper agents to produce .planning/codebase/ documents | SpillwaveSolutions/ | 119 | 4 repos | ~1.1k | Automated safety check: Pass | MIT | 18 days ago |
| 13 | Retroactively audit and fill Nyquist validation gaps for a completed phase | SpillwaveSolutions/ | 119 | 3 repos | ~681 | Automated safety check: Pass | MIT | 18 days ago |
| 14 | Generate tests for a completed phase based on UAT criteria and implementation | SpillwaveSolutions/ | 119 | 3 repos | ~740 | Automated safety check: Pass | MIT | 18 days ago |
| 15 | Audit milestone completion against original intent before archiving | SpillwaveSolutions/ | 119 | 3 repos | ~777 | Automated safety check: Pass | MIT | 18 days ago |
| 16 | 16.Gsd Cleanup Archive accumulated phase directories from completed milestones | SpillwaveSolutions/ | 119 | 3 repos | ~636 | Automated safety check: Pass | MIT | 18 days ago |
| 17 | 17.Gsd Fast Execute a trivial task inline — no subagents, no planning overhead | SpillwaveSolutions/ | 119 | 3 repos | ~687 | Automated safety check: Pass | MIT | 18 days ago |
| 18 | 18.Gsd Health Diagnose planning directory health and optionally repair issues | SpillwaveSolutions/ | 119 | 3 repos | ~627 | Automated safety check: Pass | MIT | 18 days ago |
| 19 | 19.Gsd Help Show available GSD commands and usage guide. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 3 repos | ~633 | Automated safety check: Pass | MIT | 18 days ago |
| 20 | 20.Gsd Manager Interactive command center for managing multiple phases from one terminal | SpillwaveSolutions/ | 119 | 3 repos | ~870 | Automated safety check: Pass | MIT | 18 days ago |
| 21 | Generate a comprehensive project summary from milestone artifacts for team onboarding and review | SpillwaveSolutions/ | 119 | 3 repos | ~962 | Automated safety check: Pass | MIT | 18 days ago |
| 22 | Start a new milestone cycle — update PROJECT.md and route to requirements | SpillwaveSolutions/ | 119 | 3 repos | ~942 | Automated safety check: Pass | MIT | 18 days ago |
| 23 | Initialize a new project with deep context gathering and PROJECT.md | SpillwaveSolutions/ | 119 | 3 repos | ~870 | Automated safety check: Pass | MIT | 18 days ago |
| 24 | Create context handoff when pausing work mid-phase. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 3 repos | ~738 | Automated safety check: Pass | MIT | 18 days ago |
| 25 | Create detailed phase plan (PLAN.md) with verification loop. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 3 repos | ~914 | Automated safety check: Pass | MIT | 18 days ago |
| 26 | Create a clean PR branch by filtering out .planning/ commits — ready for code review | SpillwaveSolutions/ | 119 | 3 repos | ~663 | Automated safety check: Pass | MIT | 18 days ago |
| 27 | Generate developer behavioral profile and create Claude-discoverable artifacts | SpillwaveSolutions/ | 119 | 3 repos | ~867 | Automated safety check: Pass | MIT | 18 days ago |
| 28 | 28.Gsd Quick Execute a quick task with GSD guarantees (atomic commits, state tracking) but skip optional agents | SpillwaveSolutions/ | 119 | 3 repos | ~928 | Automated safety check: Pass | MIT | 18 days ago |
| 29 | Resume work from previous session with full context restoration | SpillwaveSolutions/ | 119 | 3 repos | ~757 | Automated safety check: Pass | MIT | 18 days ago |
| 30 | 30.Gsd Review Request cross-AI peer review of phase plans from external AI CLIs | SpillwaveSolutions/ | 119 | 3 repos | ~721 | Automated safety check: Pass | MIT | 18 days ago |
| 31 | 31.Gsd Settings Configure GSD workflow toggles and model profile. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 3 repos | ~723 | Automated safety check: Pass | MIT | 18 days ago |
| 32 | 32.Gsd Ship Create PR, run review, and prepare for merge after verification passes | SpillwaveSolutions/ | 119 | 3 repos | ~625 | Automated safety check: Pass | MIT | 18 days ago |
| 33 | 33.Gsd Stats Display project statistics — phases, plans, requirements, git metrics, and timeline | SpillwaveSolutions/ | 119 | 3 repos | ~620 | Automated safety check: Pass | MIT | 18 days ago |
| 34 | 34.Gsd UI Phase Generate UI design contract (UI-SPEC.md) for frontend phases | SpillwaveSolutions/ | 119 | 3 repos | ~669 | Automated safety check: Pass | MIT | 18 days ago |
| 35 | Retroactive 6-pillar visual audit of implemented frontend code | SpillwaveSolutions/ | 119 | 3 repos | ~665 | Automated safety check: Pass | MIT | 18 days ago |
| 36 | 36.Gsd Update Update GSD to latest version with changelog display. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 3 repos | ~716 | Automated safety check: Pass | MIT | 18 days ago |
| 37 | Validate built features through conversational UAT. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 3 repos | ~803 | Automated safety check: Pass | MIT | 18 days ago |
| 38 | Manage parallel workstreams — list, create, switch, status, progress, complete, and resume | SpillwaveSolutions/ | 119 | 3 repos | ~975 | Automated safety check: Pass | MIT | 18 days ago |
| 39 | Switch model profile for GSD agents (quality/balanced/budget/inherit) | SpillwaveSolutions/ | 119 | 2 repos | ~552 | Automated safety check: Pass | MIT | 18 days ago |
| 40 | Add phase to end of current milestone in roadmap. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 1 repo | ~755 | Automated safety check: Pass | MIT | 18 days ago |
| 41 | 41.Gsd Add Todo Capture idea or task as todo from current conversation context | SpillwaveSolutions/ | 119 | 1 repo | ~767 | Automated safety check: Pass | MIT | 18 days ago |
| 42 | List pending todos and select one to work on. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 1 repo | ~778 | Automated safety check: Pass | MIT | 18 days ago |
| 43 | 43.Gsd Do Route freeform text to the right GSD command automatically. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 1 repo | ~694 | Automated safety check: Pass | MIT | 18 days ago |
| 44 | Execute all plans in a phase with wave-based parallelization | SpillwaveSolutions/ | 119 | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 18 days ago |
| 45 | Post-mortem investigation for failed GSD workflows — analyzes git history, artifacts, and state to diagnose what went wrong | SpillwaveSolutions/ | 119 | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 18 days ago |
| 46 | Insert urgent work as decimal phase (e.g., 72.1) between existing phases | SpillwaveSolutions/ | 119 | 1 repo | ~745 | Automated safety check: Pass | MIT | 18 days ago |
| 47 | List active GSD workspaces and their status. An agent skill from SpillwaveSolutions/agent-brain. | SpillwaveSolutions/ | 119 | 1 repo | ~646 | Automated safety check: Pass | MIT | 18 days ago |
| 48 | Create an isolated workspace with repo copies and independent .planning/ | SpillwaveSolutions/ | 119 | 1 repo | ~907 | Automated safety check: Pass | MIT | 18 days ago |
Questions, answered from the data.
What is the best skill in SpillwaveSolutions/agent-brain?
Gsd Complete Milestone from SpillwaveSolutions/agent-brain ranks first of the 55 skills in SpillwaveSolutions/agent-brain listed here, with the highest score: its repository has 119 GitHub stars, 4 other GitHub owners carry a copy, its SKILL.md loads about 1.6k tokens and it passes the automated safety check with no findings. Next come Mastering Python Skill and Gsd Debug.
Are the skills in SpillwaveSolutions/agent-brain official?
None yet. All 55 skills in SpillwaveSolutions/agent-brain listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from SpillwaveSolutions/agent-brain?
Run npx skills add SpillwaveSolutions/agent-brain in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.