taku-reflectUser-invoked reflection. Three modes: Learn (script-backed recording, searching, pruning, exporting, and optional bootstrap for user-approved patterns, pitfa...
Install via ClawdBot CLI:
clawdbot install kkenny0/taku-reflectGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawhub.ai/user/kkenny0Audited Jun 5, 2026 · audit v1.0
Generated Aug 10, 2026
A software development team uses Taku Reflect to run weekly engineering retrospectives. The skill analyzes git commit history, generates metrics, and provides team breakdowns, helping the team identify trends and areas for improvement. This streamlines the retro process and provides data-driven insights.
A freelance developer uses the Learn mode to capture personal preferences, pitfalls, and discoveries during coding sessions. The skill stores these as structured JSONL entries, enabling quick recall in future projects. This prevents repetition of past mistakes and reinforces best practices.
A product team uses the Learn mode to document project-specific insights, patterns, and preferences. When new members join, they can search existing learnings to quickly understand team conventions and avoid common pitfalls. This accelerates onboarding and ensures consistency.
A tech company identifies recurring engineering patterns and uses the Write Skill mode to turn them into reusable skills. This allows teams to codify best practices and ensure they are consistently applied across projects, improving efficiency and code quality.
An R&D department uses Taku Reflect to capture discoveries and hypotheses during experiments. Researchers can log learnings with confidence levels, and later search them to inform future experiments. This supports knowledge retention and avoids repeating failed approaches.
An organization adopts Taku Reflect as an internal tool to enhance its agile practices. The skill improves retrospectives and knowledge capture, leading to higher productivity and better project outcomes.
Taku Reflect could be offered as a premium add-on to an existing development platform or AI assistant. Users pay a subscription fee for advanced reflection features, extended storage, and team collaboration capabilities.
Experts offer consulting services to help teams integrate Taku Reflect into their workflows. They provide training, customization, and best practices for capturing and using learnings effectively.
💬 Integration Tip
To integrate, install the script dependencies (e.g., Python 3) and ensure the skill has access to the project's git repository. Start with Learn mode to capture initial insights and gradually explore Retro and Write Skill modes.
Scored Jun 5, 2026
Manage a personal knowledge base by adding, searching, organizing, and reviewing articles, links, and notes with tags and natural language queries.
Generate a daily work report by automatically discovering all git repositories the user worked on, collecting commit logs across all branches, and summarizin...
日记引导助手。每日写作引导、感恩日记、反思日记、晨间日记、晚间总结、周总结模板。Journal prompts for daily writing, gratitude, reflection, morning pages, evening review, weekly summary. 日记、写作、反思、感恩。
Use when maintaining RDR2 (Red Dead Redemption 2) playthrough notes — logging an acquisition ("acquired X", "got N gold bars", "finished X"), answering in-game location/crafting questions, or reviewing the notes for duplicate or stale info. Triggers on RDR2, Red Dead Redemption, playthrough, legendary animal, talisman, trinket, valerian root, gold bar, horse, weapon, berry.
Use when a sales rep already has a customer who has expressed some need (from outreach follow-up, account-landing research, customer-initiated contact, or meeting notes) and needs to structurally validate whether that need is real, urgent, whose pain it actually is, and whether it matches the team's capability — before pushing to ROI proofing or buying-intent assessment. Triggers: '验证一下这个需求是不是真的', '需求真不真', '客户说痛但我不确定', '这个客户值不值得跟', '客户说会考虑但是真的吗', '谁拍板', '现有方案是什么', '切换成本', 'need validation', 'pain point validation', 'is this a real need', 'verify customer need'. Do NOT use for: scoring leads at line-item level, building target-customer profiles, calculating ROI, overall buying-intent scoring, opportunity-stage assessment, or writing outreach/cold messages.
Microsoft OneNote integration. Manage Notebooks. Use when the user wants to interact with Microsoft OneNote data.