Bmad Distillator
If you're building agent workflows that consume large codebases or documentation sets as context, this is a compression engine worth trying. It takes your source files and produces "distillates," which are hyper-dense, LLM-optimized documents that strip out all the human-readable overhead while keeping every fact, constraint, and relationship intact. The philosophy here is lossless compression, not summarization. You can scope it to a specific downstream use case, set token budgets for automatic splitting, and even run validation tests to verify nothing was lost in translation. With 165 installs and a passing trust audit, it's clearly solving a real problem for teams hitting context limits.
- skills.sh installs
- 163
- GitHub stars
- 55.2K
- last updated
- Aug 21, 2026
Install
$ npx -y skills add bmad-code-org/bmad-method --skill bmad-distillator --agent claude-codeInstalls into .claude/skills of the current project.
Files
If you're building agent workflows that consume large codebases or documentation sets as context, this is a compression engine worth trying. It takes your source files and produces "distillates," which are hyper-dense, LLM-optimized documents that strip out all the human-readable overhead while keeping every fact, constraint, and relationship intact. The philosophy here is lossless compression, not summarization. You can scope it to a specific downstream use case, set token budgets for automatic splitting, and even run validation tests to verify nothing was lost in translation. With 165 installs and a passing trust audit, it's clearly solving a real problem for teams hitting context limits.
Browse the repository on GitHubSponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageDetails
- Repository
- github.com/bmad-code-org/bmad-method
- Category
- AI & Agent Building
- First seen
- Jun 3, 2026
More from bmad-code-org/bmad-method
All 41- Bmad Code Review15.5K
- Bmad Agent Architect15.1K
- Bmad Brainstorming15.1K
- Bmad Agent Pm15.1K
- Bmad Agent Dev15K
- Bmad Agent Analyst15K
- Bmad Agent Ux Designer14.9K
- Bmad Advanced Elicitation14.6K
- Bmad Qa Generate E2e Tests14.6K
- Bmad Party Mode14.5K
- Bmad Product Brief14.4K
- Bmad Prfaq14K
- Bmad Retrospective11.7K
- Bmad Correct Course9.8K
- Bmad Create Epics And Stories3.2K
- Bmad Sprint Planning3.2K
- Bmad Help502
- Bmad Generate Project Context449
- Bmad Create Prd390
- Bmad Create Architecture387
- Bmad Document Project359
- Bmad Create Story355
- Bmad Dev Story355
- Bmad Technical Research354
Recommended
More AI & Agent Building
eve-app-cliincept5/eve-skillpacksBuild agent-friendly CLIs for Eve-compatible apps. Wrap REST APIs with domain commands, auto-auth, structured errors, and --json output. Agents use CLIs instead162skills.sh installs
deepagents-architectureexistential-birds/beagleGuides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing subag160skills.sh installs
opportunity-scannersenpi-ai/senpi-skills4-stage funnel that screens all 500+ Hyperliquid perps down to the top trading opportunities. Scores setups 0-400 across smart money, market structure, technica156skills.sh installs
github-skill-forgeyujunzhixue/github-skill-forge一个"制造技能的技能"。这个工具自动化了将任意 GitHub 仓库转换为标准化 Trae 技能的全过程，是扩展 AI Agent 能力的核心工具。155skills.sh installs
inboxboshu2/agentopsAgent mail inbox. Check pending messages, HELP_REQUESTs, and inter-agent notifications. Triggers: "inbox", "check messages", "check mail", "any messages".153skills.sh installs
dspy-frameworkbobmatnyc/claude-mpm-skillsDSPy declarative framework for automatic prompt optimization treating prompts as code with systematic evaluation and compilers152skills.sh installs