It is time to submit materials again. On the afternoon the notice came out, the group chat began taking turns asking the same thing: which projects were you involved in for that section, did you write full names or abbreviations, and did you write years or start and end dates? Some people dug through graduation materials, some through the previous version of the application, and some through last year’s defense slides. Once everything was gathered, the problem was not the quantity but the versions—the same experience was written three different ways in three places, and no one could say which version should be used.
This kind of thing happens repeatedly, and the reason is usually not that people are careless. Each time, the scenario and conventions are different, so everything has to be collected again. What is truly worth doing once is not organizing the materials well and submitting them, but building a master ledger that can continue to be used later.
01 Four steps: consolidate, align, verify, reuse
▲ Figure 1 | From consolidation to reuse: the first two steps determine whether it can be used; the last two determine how long it can be used
Consolidate means gathering records scattered in different places into one place. Common sources fall into just a few categories: graduation and project completion materials, the member sections of project applications, personnel pages in defense and briefing materials, and publicly verifiable output records. When gathering, do not rush to merge; note which material each entry originally came from.
Align means unifying field conventions. This step is the most tedious and also the one that cannot be skipped: unify date formats to one, unify organization and project names to full names or official abbreviations, and unify role wording to one vocabulary. If conventions are not unified, every later step will drift.
Verify means checking each entry against public information. Mark those traceable to a public source as “Verified” and those not traceable as “To be supplemented”; when the same item appears in two forms, list both and note each source—do not choose one on your own. What is being verified here is whether facts can be traced back, not whether the work was good.
Reuse means calling slices by scenario. From the same master ledger, application materials need paragraph-form statements of projects and roles, while assignment tables need current incumbency and handover relationships. Slicing is taking a subset, not rewriting.
02 Three types of tasks one master ledger can handle
▲ Figure 2 | External, internal, and long-term accumulation use different slices of the same master ledger
External materials include scenarios such as applications, reports, and publicity, which require paragraph form, consistent conventions, and direct citation. If member profiles are recollected every time, the most common problem is not missing people, but the same experience being written differently in two materials. The master ledger stores paragraph-form statements, and when called, the same passage is used.
Internal management refers to division of labor and continuity. Who took over which line, who continues a certain piece of work—such information is most easily lost when personnel change. The master ledger records handover relationships so newcomers have a basis when taking over.
Long-term accumulation is accumulation over time. Graduate destinations are recorded year by year, and personnel changes are updated promptly. Looking at any single compilation, this layer may not seem important; over three to five years, it determines whether the ledger is still usable.
▲ Figure 3 | Fields are organized around “publicly verifiable”: participation facts and roles come first; no columns for subjective evaluations
The arrangement of fields is worth noting: name, participating projects, role, start and end time, and public source come first; columns such as performance, evaluation, and KPIs are not included. This is not for convenience; it is a boundary—once subjective judgments are mixed into the archive, it is no longer an organization of public information.
03 One sprint, or leave behind a structure
▲ Figure 4 | The gap between the two approaches only widens after submission
A one-off sprint works roughly like this: the notice comes down, the whole group stops what it is doing and spends two days collecting intensively, then scrambles together a version to submit before the deadline. After submission, the file sits in a corner no one remembers, and the next time it is needed, the same two days are repeated. The block of time taken during compilation is real, but what remains after submission cannot be retrieved.
Routine maintenance works differently: advance in blocks, handling one field or one batch of people at a time, without taking a large block of time; update corresponding entries when personnel changes occur; when submitting materials, slice from the master ledger instead of recollecting. After submission, the file remains in place and can be accessed directly next time.
The difference between the two is not whether the compilation is careful, but whether a structure that can continue to be used is left behind. A sprint can also be done carefully, but it produces a finished product; routine maintenance produces a master ledger. A finished product only matches that one occasion.
▲ Figure 5 | Two ways to arrange maintenance responsibility: concentrated on one person, it easily breaks during changes; attached to process nodes, it continues with them
How maintenance responsibility is arranged directly determines how long the ledger lives. Assigning one person is the most common approach; the cost is that it breaks when that person gets busy and stops midway when they leave. Embedding it in existing processes means attaching update actions to existing nodes: update entries when personnel join or leave, and archive participation records when projects conclude.
04 From scattered records to a master ledger
▲ Figure 6 | Four steps completed: consolidate, align, verify, and slice by scenario
In practice, the order is roughly as follows.
First define fields. Do not rush to collect materials; first write down the fields needed: name, participating projects, role, start and end time, and public source. Once the field list is set, consolidation has boundaries. MuchSci’s archive structure is also organized along these lines: fields first, collection second.
Then consolidate. Move item by item by field, and carry source annotations along. At this step, do not merge; keep duplicate records as they are.
Align and verify. Unify date and organization-name formats to one; check each entry against public information—mark those traceable as Verified and those not traceable as To be supplemented; list inconsistent wording side by side and note the source.
Only then slice. Take subsets by scenario: external materials take paragraph-form statements; internal management takes current incumbency and handover relationships. MuchSci handles consolidation and retrieval in this process—archiving scattered records by field and attaching each source under its entry, so it can be sliced directly next time. It is closer to the “Align” and “Verify” steps: convention consistency and source traceability are the two places most prone to error in mechanical work. What to collect and how to judge remain decisions for the team itself.
05 Boundaries
① This article discusses methods for organizing and maintaining archives and does not constitute a promise of results. No matter how standardized the master ledger is, it does not guarantee the outcome of applications or reports.
② The archive is an organization and presentation of public information and does not constitute an evaluation of anyone’s ability. This article only concerns facts such as which projects someone participated in and what roles they held; it does not concern performance or levels of evaluation.
③ Only public information is used. Information from non-public channels, unverified secondhand accounts, and content involving personal privacy are not included; use of information involving specific individuals must comply with the rules of the relevant organization.