compound-eng-reflectSession retrospective and skill audit. Use when asked to reflect, do a retrospective, review lessons learned, audit what went well or wrong, or review session effectiveness.
Install via ClawdBot CLI:
clawdbot install iliaal/compound-eng-reflectGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 12, 2026
After completing a project phase, the team uses reflect to analyze mistakes, friction points, and wins. The agent scans the full conversation, cites specific exchanges, and produces actionable improvements capped at 10 items, which can be persisted to memory.
A customer success manager reviews chat transcripts to identify repeated clarifications and wasted effort. The reflect skill helps pinpoint misreads and suggests improvements like response templates, improving support efficiency.
An AI agent developer uses reflect to audit custom skills for success criteria, self-check loops, and token efficiency. The skill proposes measurable changes and diffs to improve skill reliability and performance.
Sales representatives review recorded calls with reflect to detect wrong assumptions or missed opportunities. Improvement suggestions are prioritized and actionable, helping refine pitch strategies.
An online tutor uses reflect after a tutoring session to assess what went well and what caused student confusion. The analysis leads to concrete changes in teaching approach and material delivery.
Offer reflect as a premium add-on feature within a project management or customer service platform. Users pay a monthly fee to enable automated retrospective analysis on their conversation logs.
Provide reflect as part of a consulting package where experts use the skill to audit client interactions and deliver actionable improvement reports. Billed per engagement or retainer.
Sell courses that teach teams how to use reflect for continuous improvement. Certification programs validate proficiency in retrospective analysis, generating recurring revenue from course fees.
💬 Integration Tip
Integrate reflect with your chat platform via API so it can automatically scan conversation histories. Store approved improvements in a knowledge base for long-term learning.
Scored Oct 7, 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.