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custom-claude-skills/skills/reflect/SKILL.md
Paul O'Reilly 83887b9649 Add minimax media skills and ABOUT.md; end-session/reflect updates; MiniMax-M3.1-Flash note in minimax-mesh
Includes the minimax-mesh switch to M3.1-Flash-Preview at effort low,
README/reflection-state refresh, and removal of two old session logs.
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---
name: reflect
description: >
Run a milestone reflection after completing a milestone. Reviews the full conversation history,
git log, and current project docs to produce structured reflection artifacts. Use when a milestone
is complete and verified. Invoke with the milestone number, e.g. /reflect M8
allowed-tools: Read, Edit, Write, Grep, Glob, Bash(git log *), Bash(git diff *), Bash(git show *), Bash(cat *), Bash(sed *), Bash(ls *)
---
# Milestone Reflection Skill
You are performing a milestone reflection for milestone **$ARGUMENTS**.
## Context
You have access to the full conversation history in your context window. Your job is to
review **everything** that happened during this milestone — every commit, every debugging
detour, every wrong assumption, every backtrack — and distill it into structured artifacts.
## Pre-gathered context
### Git log (last 50 commits)
!`git log --oneline -50`
### Current MEMORY.md
!`cat MEMORY.md 2>/dev/null || echo "No MEMORY.md found"`
### Current FUTURE.md
!`cat FUTURE.md 2>/dev/null || echo "No FUTURE.md found"`
### Current README.md (scripts section)
!`sed -n '/## Scripts/,/^## /p' README.md 2>/dev/null | head -60 || echo "No Scripts section found"`
### Available scripts
!`ls -1 scripts/ 2>/dev/null || echo "No scripts directory"`
### Verify script for this milestone
(Read the verify script manually using the Read tool: `scripts/verify-m<N>.sh` where N is the milestone number from $ARGUMENTS)
## Instructions
Review the **entire conversation** from the start of this milestone. Do NOT just look at the
final state — examine the journey: wrong turns, debugging sessions, repeated commands, surprises.
### Step 1: Draft the reflection
Before editing any files, write out your reflection analysis covering these four areas:
1. **Process improvements:** What slowed us down? Wrong assumptions? Circles or backtracks?
What could be automated? What would make this faster if redone from scratch?
2. **Key knowledge for reproduction:** Critical facts, gotchas, version quirks, network
constraints, configuration details that caused debugging detours. Things a future session
needs to know.
3. **Scripts and automation:** Commands run repeatedly that should be scripts. Existing scripts
that proved valuable. Multi-step manual processes to condense.
4. **Future improvements:** Ideas that surfaced but don't belong in current scope. These go
in FUTURE.md with Problem/Idea/Open questions/Depends on format.
### Step 2: Count the commits
Analyze the git log to quantify:
- Total commits for this milestone
- How many were fixes vs. forward progress
- Number of pushes / syncs if identifiable
- Longest debugging detour
### Step 3: Update files
Update these files in order:
1. **MEMORY.md** — Add a `## $ARGUMENTS Reflection — <title>` section with the reflection
bullets. Also update any existing sections (Gotchas, Process Lessons, Key Patterns) with
new learnings from this milestone.
2. **FUTURE.md** — Add any new future improvement ideas in the standard format.
3. **README.md** — Update the milestone table status and the Scripts section with any new scripts.
4. **CLAUDE.md** — Update the repo structure if it changed, and add any new conventions or
patterns discovered. If the project follows the thin-index pattern (a `claude/` directory
with per-topic detail files referenced from CLAUDE.md), per-subsystem conventions belong
in the appropriate `claude/<topic>.md` file. Only edit the root CLAUDE.md for
always-applies guardrails, the architecture overview, or the pointer table itself.
### Step 4: Summary
After all edits, provide a brief summary:
- Number of new gotchas added
- Number of new FUTURE items
- Key theme of the milestone (1 sentence)
- Biggest process lesson (1 sentence)
## Quality checks
- Every bullet in the reflection should be **actionable or informative** — no filler
- Gotchas should include the **symptom AND the fix**, not just "X was tricky"
- Process lessons should be phrased as **rules** ("Always X before Y", "Never assume Z")
- Future items need all four fields (Problem/Idea/Open questions/Depends on)
- Use the same formatting style as existing reflections in MEMORY.md