Session Retro
hanamizuki/solopreneur
Session retrospective — reviews the current conversation to find mistakes, trace root causes, and propose process improvements.
Post-analysis learning and process improvement. An agent skill from nimrodfisher/data-analytics-skills.
Install Analysis Retrospective
$ npx skills add nimrodfisher/data-analytics-skills --skill analysis-retrospective -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nimrodfisher/data-analytics-skills analysis-retrospective --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/06-workflow-optimization/analysis-retrospective .claude/skills/analysis-retrospective && rm -rf skills-srcUse ~/.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/
Install the "analysis-retrospective" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/analysis-retrospective into .claude/skills/analysis-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-retrospective", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/analysis-retrospectiveType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add nimrodfisher/data-analytics-skills --skill analysis-retrospective -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nimrodfisher/data-analytics-skills analysis-retrospective --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/06-workflow-optimization/analysis-retrospective .agents/skills/analysis-retrospective && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "analysis-retrospective" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/analysis-retrospective into .agents/skills/analysis-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-retrospective", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nimrodfisher/data-analytics-skills --skill analysis-retrospective -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nimrodfisher/data-analytics-skills analysis-retrospective --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/06-workflow-optimization/analysis-retrospective .cursor/skills/analysis-retrospective && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "analysis-retrospective" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/analysis-retrospective into .cursor/skills/analysis-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-retrospective", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/nimrodfisher/data-analytics-skills.git --path 06-workflow-optimization/analysis-retrospective--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add nimrodfisher/data-analytics-skills --skill analysis-retrospective -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nimrodfisher/data-analytics-skills analysis-retrospective --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/06-workflow-optimization/analysis-retrospective .gemini/skills/analysis-retrospective && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "analysis-retrospective" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/analysis-retrospective into .gemini/skills/analysis-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-retrospective", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install nimrodfisher/data-analytics-skills analysis-retrospectiveInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add nimrodfisher/data-analytics-skills --skill analysis-retrospective -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/06-workflow-optimization/analysis-retrospective .github/skills/analysis-retrospective && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "analysis-retrospective" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/analysis-retrospective into .github/skills/analysis-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-retrospective", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nimrodfisher/data-analytics-skills --skill analysis-retrospective -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nimrodfisher/data-analytics-skills analysis-retrospective --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/06-workflow-optimization/analysis-retrospective .opencode/skills/analysis-retrospective && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "analysis-retrospective" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/analysis-retrospective into .opencode/skills/analysis-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "analysis-retrospective", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
analysis-retrospective- GitHub stars
- 470
- Token cost
- ~456 tokens
- SKILL.md length
- 212 words
- Files
- 5 (incl. references, assets)
- Skills in repo
- 31
- Repo updated
- First seen
- Licence
- MIT
At a glance
Post-analysis learning and process improvement. An agent skill from nimrodfisher/data-analytics-skills.
- Works in 6 steps: Time-box the retro — 30 minutes for… → Review the project against plan —… → Identify what went well — capture at… → …
- Completing major analysis projects
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Documenting lessons learned
What it does
Analysis Retrospective is an agent skill from nimrodfisher/data-analytics-skills. Post-analysis learning and process improvement. Use when completing major analysis projects, documenting lessons learned, or improving team analytical practices.
Its SKILL.md is about 460 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files and assets (for example `assets/learnings_log_template.md`, `assets/retrospective_template.md` and `references/learning_capture.md`).
It sits in Product & Project Management, covering Retrospectives and Operations and SOPs. The repository describes itself as: A comprehensive list of Claude & Codex skills for a wide range of data analytics tasks. The licence is MIT.
When your agent uses it
- Completing major analysis projects
- Documenting lessons learned
- Improving team analytical practices
Example prompts
- “/analysis-retrospective”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Time-box the retro — 30 minutes for solo, 60 minutes for team. Use the structured format in references/retro_frameworks.md to stay focused…
- Review the project against plan — compare actual timeline, scope, and effort to what was planned; note the gaps.
- Identify what went well — capture at least two things that worked and should be repeated; these are as important as problems.
- Identify root causes of issues — for each problem, apply 5-whys to find the actual cause rather than the symptom.
- Capture reusable learning — use references/learning_capture.md to decide which learnings belong in: templates, reference docs, checklists…
- Record and track actions — fill in assets/retrospective_template.md with owners and due dates; log durable learnings in…
What it can do on your machine
Read from SKILL.md and the folder at commit 9449d36. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Analysis Retrospective loads about 456 tokens when it runs, and up to ~2k if it reads all its reference files. Until then it costs about 46 tokens; SKILL.md has 212 words of instructions outside code blocks.
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 passed
The automated check found no risky patterns in SKILL.md.
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
The full file from nimrodfisher/data-analytics-skills at commit 9449d36, republished under its MIT licence (© nimrodfisher). 212 words, ~456 tokens.
Download SKILL.mdSave it as
.claude/skills/analysis-retrospective/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- analysis-retrospective
- description
- Post-analysis learning and process improvement. Use when completing major analysis projects, documenting lessons learned, or improving team analytical practices.
When to use
Within one week of completing a significant analysis project — while the details are still fresh. Also use after an analysis that went wrong (late delivery, stakeholder rejection, data error discovered post-delivery) to prevent recurrence. Run team retros quarterly even without a specific incident.
Process
- Time-box the retro — 30 minutes for solo, 60 minutes for team. Use the structured format in
references/retro_frameworks.mdto stay focused (Start/Stop/Continue or 4Ls: Liked/Lacked/Learned/Longed for). - Review the project against plan — compare actual timeline, scope, and effort to what was planned; note the gaps.
- Identify what went well — capture at least two things that worked and should be repeated; these are as important as problems.
- Identify root causes of issues — for each problem, apply 5-whys to find the actual cause rather than the symptom.
- Capture reusable learning — use
references/learning_capture.mdto decide which learnings belong in: templates, reference docs, checklists, or team norms. - Record and track actions — fill in
assets/retrospective_template.mdwith owners and due dates; log durable learnings inassets/learnings_log_template.md.
Inputs the skill needs
- Completed analysis project (name, scope, timeline)
- Original plan or brief (for comparison)
- Participants (solo or team members involved)
Output
- Completed retrospective (
retrospective_template.md) with what-went-well, issues, root causes, and action items - Learnings log entry (
learnings_log_template.md) for reusable insights
© nimrodfisher, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 4 other files (references, assets) in 06-workflow-optimization/analysis-retrospective of nimrodfisher/data-analytics-skills.
- SKILL.md
- assets/learnings_log_template.md
- assets/retrospective_template.md
- references/learning_capture.md
- references/retro_frameworks.md
Open the folder on GitHubat commit 9449d36
Compare with similar skills
Analysis Retrospective 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Analysis Retrospective this skillnimrodfisher/data-analytics-skills | 470 | — | ~456 | Automated safety check: Pass | MIT | |
| Session Retrohanamizuki/solopreneur | 152 | — | ~2.7k | Automated safety check: Pass | MIT | |
| 60 Launch Playbook Globalminhnv0807/ai-business-skills | 609 | — | ~3k | Automated safety check: Pass | MIT | |
| 60 Launch Playbookminhnv0807/ai-business-skills | 609 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Weekly Engineering Retrogarrytan/gstack | 136k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Dough Execute Planterryyin/lizard | 2.5k | — | ~4.3k | Automated safety check: Pass | Custom licence |
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Categories
Questions about Analysis Retrospective
What does Analysis Retrospective do?
Post-analysis learning and process improvement. An agent skill from nimrodfisher/data-analytics-skills. Analysis Retrospective is an agent skill from nimrodfisher/data-analytics-skills. Post-analysis learning and process improvement.
When should I use Analysis Retrospective?
Analysis Retrospective fits situations like: completing major analysis projects; documenting lessons learned; improving team analytical practices.
How do I install Analysis Retrospective in Claude Code?
Run `npx skills add nimrodfisher/data-analytics-skills --skill analysis-retrospective -a claude-code`. Or copy the skill folder (06-workflow-optimization/analysis-retrospective in nimrodfisher/data-analytics-skills) into .claude/skills/analysis-retrospective in your project. Claude Code loads it when a task matches its description.
How do I install Analysis Retrospective in Codex?
Run `npx skills add nimrodfisher/data-analytics-skills --skill analysis-retrospective -a codex`. Or copy the skill folder (06-workflow-optimization/analysis-retrospective in nimrodfisher/data-analytics-skills) into .agents/skills/analysis-retrospective in your project. Codex loads it when a task matches its description.
Can I use Analysis Retrospective 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 nimrodfisher/data-analytics-skills --skill analysis-retrospective -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/analysis-retrospective, .gemini/skills/analysis-retrospective, .github/skills/analysis-retrospective and .opencode/skills/analysis-retrospective in your project.
What does Analysis Retrospective need to run?
SKILL.md names no scripts, command-line tools or credentials: Analysis Retrospective is instructions for the agent only.
Does Analysis Retrospective access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Analysis Retrospective safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Analysis Retrospective use?
Analysis Retrospective is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Analysis Retrospective use?
About 456 tokens (SKILL.md is roughly 1.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.5k tokens, read only when the agent opens those files.
What are the alternatives to Analysis Retrospective?
Skills that share tags, products or a category with Analysis Retrospective: Session Retro (hanamizuki/solopreneur, 152 stars), 60 Launch Playbook Global (minhnv0807/ai-business-skills, 609 stars), 60 Launch Playbook (minhnv0807/ai-business-skills, 609 stars) and Weekly Engineering Retro (garrytan/gstack, 136k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Analysis Retrospective?
nimrodfisher (a GitHub user) maintains it in nimrodfisher/data-analytics-skills, which has 470 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on September 25, 2026.
Source: nimrodfisher/data-analytics-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.