Keep a four-week work log and write a fair self-appraisal from it
People rate themselves on whatever they remember from the last few days, which is why year-end reviews so often feel unfair.
A four-week log of tasks and outcomes from a club, internship or part-time job, plus a one-page self-appraisal that cites the log and names one thing your memory alone would have missed.
This is a field study project. Collect your own evidence (a survey, interviews, a diary or a visit) and find the pattern in it.
The approach: Decide what you need to learn before writing a single question → Collect from real people or real places → Code the answers into themes → Report the pattern and how sure you can be.
Think first
This is a study of your own work, with you as the only subject. The real question is how far your memory of a month differs from what you actually did, so the log is the evidence and the appraisal is the conclusion drawn from it.
- Which one role will you log: a club post, an internship or a part-time job, so the entries are comparable?
- What will one entry hold: the task, what came of it, what slipped and what you learned?
- How will you log a day when nothing seemed to happen, so quiet days are not simply skipped?
- Before you reread the log, how would you rate yourself today, in two or three honest lines?
Four weeks of short daily entries in your own words, and a one-page appraisal where every claim quotes a dated entry, with one clear thing the log showed that your memory had dropped or bent.
Writing the appraisal from memory first and then hunting the log for lines that agree. Rate yourself, then read the log, then write; the gap between the two is the point of the project.
Gather
- Your daily log, written in the last five minutes of each working day for four weeks
- Supporting traces you already have: sent messages, task lists, meeting notes, a supervisor's comments
- Your before-the-log self-rating, written and dated before you reread the four weeks
AI must not add tasks, outcomes or praise that are not in your log. If an entry is thin, it stays thin; you fill it from your own records, never from a guess about what you probably did.
Build with AI
- 3.1 Set up a log you will actually keepCLAUDE CHAT
Why this tool: A short talk about the format makes the daily habit easy before day one.
Ask for a simple entry format with no more than four fields. Copy it into a notes app or a sheet you open every evening. Keep the fields short so five minutes is enough.
- 3.2 Log every day in a sheetGOOGLE SHEETS
Why this tool: One row per day keeps the four weeks in date order and easy to scan later.
Add a row each evening, even on quiet days. Write names as roles, such as 'club treasurer', so the log can be shared later without exposing anyone.
- 3.3 Find the patterns in your logCLAUDE CHAT
Why this tool: Claude can scan four weeks of text quickly and point at repeats you stopped noticing.
Paste the log with names removed. Ask for patterns, then open the log and confirm each one with at least two dated entries before you believe it.
- 3.4 Test your draft appraisal against the logCLAUDE CHAT
Why this tool: A strict second reader catches claims your memory added after the fact.
Write the one-page appraisal yourself, then ask Claude to match each claim to a log line. Delete or soften every claim it cannot match.
Check the AI's work
- At least three log entries are quoted with their dates in the appraisal
- Every claim of effort or result traces to a specific line, not to a general feeling
- Your before-the-log rating is kept as written and compared honestly with what the log shows
- Slipped tasks appear in the appraisal, not only the wins
- Read a sample of raw answers yourself before trusting any grouping
- Say how many people or observations the finding rests on
AI likes to turn a log into a polished success story, calling routine work 'leadership' or 'initiative'. Keep the plain words of your entries and let the reader judge.
Finish and show
- Four weeks of dated entries, quiet days included
- A before-the-log self-rating kept unchanged
- A one-page appraisal citing at least three entries
- One named thing your memory alone would have missed
- Names replaced by roles throughout
One page for the appraisal with quoted entries in a different style, followed by the log as an appendix a reader can check.
Describe the gap between your memory and your log, and what that taught you about how fair year-end reviews can be.
Which tool fits
- Claude chat: A short talk about the format makes the daily habit easy before day one.Free plan works; Pro gives longer conversations.
- Google Sheets (free alternative): One row per day keeps the four weeks in date order and easy to scan later.Free with a Google account.
- Google Forms (free alternative): a free survey that fills a sheet for youFree with a Google account.
Turn your entry format and the claim-checking prompt into a saved Skill that reviews any future log the same way, then use it for a full internship.
AI helps you think, check and polish. The work, and the judgement, stay yours.
This is a free sample. Full Access opens every project in full and lets you submit your finished work.
See Full Access →