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 sessio...
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 May 12, 2026
Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
Notion API for creating and managing pages, databases, and blocks.
Create, search, and manage Bear notes via grizzly CLI.
Continuous self-improvement through structured reflection and memory
Search and retrieve markdown documents from local knowledge bases using qmd. Supports BM25 keyword search, vector semantic search, and hybrid search with LLM re-ranking. Use for querying indexed notes, documentation, meeting transcripts, and any markdown-based knowledge. Requires qmd CLI installed (bun install -g https://github.com/tobi/qmd).
Let your agent write notes anywhere: local markdown, Apple Notes, Bear, Obsidian, Notion, Evernote, configurable per note type.