New: 97,000+ skills indexed from GitHub repos with 100+ stars · every skill safety-checkedBrowse top skillsTop skills
Esc to closeBrowse all skills
Submit a skillBrowse skills
Submit a skillBrowse skills

Agent skill

Session Reflection Analysis

by harperreed in harperreed/dotfiles

A skill your agent uses when asked to reflect on how the session went

No licenceAuto-check: notesAgent Workflows

Install Session Reflection Analysis

skills CLI
$ npx skills add harperreed/dotfiles --skill session-reflection-analysis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install harperreed/dotfiles session-reflection-analysis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/harperreed/dotfiles.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/session-reflection-analysis .claude/skills/session-reflection-analysis && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
session-reflection-analysis
GitHub stars
334
Token cost
~1.8k tokens
SKILL.md length
298 words
Files
1
Skills in repo
32
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when asked to reflect on how the session went

  • Works in 5 steps: Locate Project Sessions → Generate Session Summary → Launch Subagent for Analysis → …
  • Asked to reflect on how the session went
  • SKILL.md covers Overview, Step 1: Locate Project Sessions, Step 2: Generate Session Summary and Step 3: Launch Subagent for…, plus 5 more sections
  • Calls jq, make and brew; reaches github.com

What it does

Session Reflection Analysis is an agent skill from harperreed/dotfiles. Use when asked to reflect on how the session went

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows. The repository describes itself as: Dotfiles. Managed by YADM.

When your agent uses it

  • Asked to reflect on how the session went

Example prompts

  • “/session-reflection-analysis”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Locate Project Sessions
  2. Generate Session Summary
  3. Launch Subagent for Analysis
  4. Create Reflection Document
  5. Present Findings

What it can do on your machine

Read from SKILL.md and the folder at commit b78c10e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • jq
    • make
    • brew
    • apt
    • curl

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Session Reflection Analysis loads about 1.8k tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 298 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~19
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteRuns commands with sudoSKILL.md:231
    sudo apt install jq

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 298 words (~1,811 tokens).

“Analyze recent chat history to identify improvement opportunities and reduce token waste in future sessions.”

— opening of SKILL.md by harperreed
name
session-reflection-analysis

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .claude/skills/session-reflection-analysis of harperreed/dotfiles.

Open the folder on GitHubat commit b78c10e

Compare with similar skills

Session Reflection Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Session Reflection Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Session Reflection Analysis this skillharperreed/dotfiles334—~1.8kAutomated safety check: NotesNone
MCP Server Builderanthropics/skills180k62 repos~2.3kAutomated safety check: PassApache-2.0
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official37k11 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k34 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers296k2 repos~5.1kAutomated safety check: PassMIT
Claude Code Agent Developmentanthropics/claude-plugins-official37k8 repos~2.8kAutomated safety check: PassApache-2.0

Similar skills

  • MCP Server Builder

    anthropics/skills

    Official

    Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.

    180k GitHub starsUsed in 62 repos~2.3k tokens
    Agent WorkflowsAuto-check passed

  • Hook Development for Claude Code Plugins

    anthropics/claude-plugins-official

    Official

    Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.

    37k GitHub starsUsed in 11 repos~4.1k tokens
    Agent WorkflowsAuto-check: notes

  • Using Superpowers

    farm-fe/farm

    A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

    5.6k GitHub starsUsed in 34 repos~1.4k tokens
    Agent WorkflowsAuto-check passed

  • Executing Plans Inline

    obra/superpowers

    Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.

    296k GitHub starsUsed in 2 repos~5.1k tokens
    Agent WorkflowsAuto-check passed

  • Claude Code Agent Development

    anthropics/claude-plugins-official

    Official

    Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.

    37k GitHub starsUsed in 8 repos~2.8k tokens
    Agent WorkflowsAuto-check passed

  • Skill Creator

    Azure/azqr

    Official

    Create new skills, modify and improve existing skills, and measure skill performance.

    794 GitHub starsUsed in 89 repos~8.2k tokens
    Agent WorkflowsAuto-check passed

More from harperreed/dotfiles

All 32 skills in this repo

  • Swiftui Liquid Glass

    harperreed/dotfiles

    Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API.

    334 GitHub starsUsed in 8 repos~941 tokens
    Auto-check passed

  • Swiftui Performance Audit

    harperreed/dotfiles

    Audit and improve SwiftUI runtime performance from code review and architecture.

    334 GitHub starsUsed in 8 repos~1.4k tokens
    Auto-check passed

  • Skill Creator

    harperreed/dotfiles

    Create or update a Codex skill with appropriately scoped instructions and any needed supporting resources.

    334 GitHub starsUsed in 2 repos~3.8k tokens
    Auto-check passed

  • Swiftui View Refactor

    harperreed/dotfiles

    Refactor and review SwiftUI view files for consistent structure, dependency injection, and Observation usage.

    334 GitHub starsUsed in 5 repos~1.3k tokens
    Auto-check passed

  • App Store Changelog

    harperreed/dotfiles

    Create user-facing App Store release notes by collecting and summarizing all user-impacting changes since the last git tag (or a specified ref).

    334 GitHub starsUsed in 4 repos~465 tokens
    Auto-check passed

  • Nothing Design

    harperreed/dotfiles

    This skill should be used when the user explicitly says "Nothing style", "Nothing design", "/nothing-design", or directly asks to use/apply the Nothing design system.

    334 GitHub starsUsed in 3 repos~2.3k tokens
    Auto-check passed

Categories

Questions about Session Reflection Analysis

What does Session Reflection Analysis do?

A skill your agent uses when asked to reflect on how the session went. Session Reflection Analysis is an agent skill from harperreed/dotfiles.

When should I use Session Reflection Analysis?

Session Reflection Analysis fits situations like: asked to reflect on how the session went.

How do I install Session Reflection Analysis in Claude Code?

Run `npx skills add harperreed/dotfiles --skill session-reflection-analysis -a claude-code`. Or copy the skill folder (.claude/skills/session-reflection-analysis in harperreed/dotfiles) into .claude/skills/session-reflection-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Session Reflection Analysis in Codex?

Run `npx skills add harperreed/dotfiles --skill session-reflection-analysis -a codex`. Or copy the skill folder (.claude/skills/session-reflection-analysis in harperreed/dotfiles) into .agents/skills/session-reflection-analysis in your project. Codex loads it when a task matches its description.

Can I use Session Reflection Analysis in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add harperreed/dotfiles --skill session-reflection-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/session-reflection-analysis, .gemini/skills/session-reflection-analysis, .github/skills/session-reflection-analysis and .opencode/skills/session-reflection-analysis in your project.

What does Session Reflection Analysis need to run?

Going by SKILL.md and its folder, Session Reflection Analysis needs the command-line tools its instructions call (jq, make, brew, apt and curl).

Does Session Reflection Analysis access the network?

SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Session Reflection Analysis safe to install?

Our automated static check of SKILL.md found notes only (runs commands with sudo), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Session Reflection Analysis use?

No licence was found for Session Reflection Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Session Reflection Analysis use?

About 1.8k tokens (SKILL.md is roughly 7.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Session Reflection Analysis?

Skills that share tags, products or a category with Session Reflection Analysis: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 37k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Session Reflection Analysis?

harperreed (a GitHub user) maintains it in harperreed/dotfiles, which has 334 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on October 3, 2026.

Source: harperreed/dotfiles on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.