Gsd-skill-creator source-analysis

Primary and secondary source analysis for historical reasoning. Covers source classification, sourcing (author/context/purpose), corroboration across multiple sources, contextualization within time and place, and bias detection. Use when evaluating historical evidence, assessing source reliability, or constructing evidence-based historical arguments.

install
source · Clone the upstream repo
git clone https://github.com/Tibsfox/gsd-skill-creator
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/Tibsfox/gsd-skill-creator "$T" && mkdir -p ~/.claude/skills && cp -r "$T/examples/skills/history/source-analysis" ~/.claude/skills/tibsfox-gsd-skill-creator-source-analysis && rm -rf "$T"
manifest: examples/skills/history/source-analysis/SKILL.md
source content

Source Analysis

History is not the past itself but the disciplined reconstruction of the past from surviving evidence. Source analysis is the foundational practice through which historians transform raw documents, artifacts, images, and oral testimonies into usable evidence. Without rigorous source analysis, historical claims rest on authority rather than evidence, and narrative replaces inquiry.

This skill covers four interconnected practices: classifying sources as primary or secondary, sourcing (interrogating authorship and context), corroborating claims across independent sources, and contextualizing evidence within its historical moment. Together these practices form the evidential backbone of all historical work.

Agent affinity: herodotus (chair, source criticism and historiographical method)

Concept IDs: hist-primary-secondary-sources, hist-sourcing, hist-corroboration, hist-contextualization

The Source Analysis Framework at a Glance

#PracticeCore questionKey signal
1ClassificationIs this a primary or secondary source?Proximity to the event in time and authorship
2SourcingWho created this, when, why, and for whom?Author identity, occasion, audience, purpose
3CorroborationDo independent sources agree or conflict?Convergence of unrelated witnesses strengthens claims
4ContextualizationWhat was happening when and where this was created?Political, social, economic, cultural backdrop
5Bias detectionWhat perspectives are present or absent?Silences, framing choices, selective emphasis

Practice 1 — Primary vs. Secondary Sources

Definition. A primary source is a document, artifact, or record created during or close to the period under study, by a participant or direct witness. A secondary source interprets, analyzes, or synthesizes primary sources from a later vantage point.

The classification is relational, not absolute. The same document can be primary for one inquiry and secondary for another. A 1920s history textbook is secondary for the events it describes but primary for studying how history was taught in the 1920s. Classification depends on the research question being asked.

Categories of Primary Sources

TypeExamplesStrengthsLimitations
Official recordsTreaties, laws, census data, court recordsInstitutional authority, systematicReflect state perspective, may omit dissent
Personal accountsDiaries, letters, memoirs, oral historiesIndividual perspective, emotional textureMemory distortion, self-justification
MediaNewspapers, pamphlets, broadcasts, photographsContemporary framing, wide circulationEditorial bias, commercial pressures
Material cultureTools, clothing, architecture, artNon-textual evidence, reveals daily lifeRequires archaeological interpretation
Statistical recordsTrade ledgers, tax rolls, parish registersQuantifiable patterns, demographic dataRecording biases, incomplete survival

Categories of Secondary Sources

TypeExamplesStrengthsLimitations
MonographsAcademic books on specific topicsDeep analysis, peer-reviewedAuthor's interpretive framework
Journal articlesPublished in historical journalsNarrow focus, current scholarshipMay assume specialized knowledge
TextbooksSurvey and introductory textsBroad synthesis, accessibleOversimplification, lag behind research
DocumentariesFilm and video treatmentsVisual engagement, wide audienceNarrative compression, dramatic license

The Spectrum Problem

The primary/secondary distinction is not a clean binary. Some sources occupy intermediate positions:

  • A memoir written decades after events is primary (authored by participant) but carries secondary-source problems (retrospective interpretation, hindsight bias).
  • A newspaper editorial from 1863 is primary for Civil War-era opinion but secondary for the battlefield events it describes from reports.
  • An archaeological survey report is secondary (interpretation of material evidence) but becomes primary for studying archaeological methods of its era.

Practical rule. Always state explicitly what question you are using the source to answer. The classification follows from the question, not from the source alone.

Practice 2 — Sourcing

Sourcing is the systematic interrogation of a document's origin. Before using any source as evidence, a historian must establish who created it, when, where, for what purpose, and for what audience. Sourcing is not optional — it is the prerequisite for all subsequent analysis.

The Five Sourcing Questions

  1. Who created this source? What is the author's identity, social position, institutional role, and relationship to the events described? An enslaved person's account of plantation life carries different evidentiary weight than a slaveholder's inventory.

  2. When was it created? Proximity to the event matters. A letter written the day of a battle differs from a memoir written thirty years later. Both are useful, but for different purposes.

  3. Where was it created? Geographic proximity shapes what the author could have known. A London newspaper reporting on colonial events relied on delayed dispatches and intermediary accounts.

  4. Why was it created? Every source has a purpose. A diplomatic dispatch aims to inform a government. A propaganda poster aims to mobilize a population. A diary entry may aim at self-reflection. Purpose shapes content.

  5. Who was the intended audience? A private letter to a confidant may be more candid than a public speech. A petition addressed to a monarch follows formal conventions that constrain what can be said.

Worked Example — Sourcing a Document

Source: Letter from Abigail Adams to John Adams, March 31, 1776.

  • Who: Abigail Adams, wife of a Continental Congress delegate, educated, politically engaged, managing family farm during his absence.
  • When: March 1776, months before the Declaration of Independence, during active debate about independence and new government.
  • Where: Braintree, Massachusetts — away from Philadelphia where Congress met, relying on correspondence for political news.
  • Why: Personal correspondence maintaining a marital and intellectual partnership; also a deliberate intervention in political thought ("Remember the Ladies").
  • Audience: John Adams personally, though Abigail likely knew letters might circulate among trusted correspondents.

Sourcing conclusion. The letter is valuable as evidence of women's political consciousness during the Revolution and of the domestic-political nexus in elite colonial families. Its private nature suggests candor, but its rhetorical sophistication suggests awareness of broader stakes.

Practice 3 — Corroboration

Corroboration is the practice of checking claims across multiple independent sources. No single source, however compelling, establishes historical fact on its own. Convergence of independent accounts strengthens a claim; divergence demands investigation.

Principles of Corroboration

Independence matters more than quantity. Three accounts derived from the same original report provide the strength of one source, not three. A newspaper article, a private diary, and an official report that each independently describe the same event provide genuine triangulation.

Disagreement is information, not failure. When sources conflict, the disagreement itself is evidence. It may reveal different vantage points, different stakes, or different biases — all of which illuminate the event.

Silence is evidence. When a source that should mention an event does not, the silence requires explanation. The absence of women's voices in most political archives before the 19th century does not mean women were politically inactive — it means the archival system was not designed to capture their activity.

Corroboration Matrix

When working with multiple sources on a single event, construct a corroboration matrix:

ClaimSource ASource BSource CAssessment
Event occurred on date XConfirmsConfirmsSilentStrong (2 independent confirmations)
Crowd numbered 10,000States 10,000States 3,000States "large"Disputed — investigate author positions
Leader gave specific speechQuotes speechMentions speechNo mentionModerate — one direct, one indirect

Worked Example — Corroborating Across Sources

Question: Did the Boston Massacre of 1770 involve unprovoked firing on civilians?

  • Source A (Paul Revere's engraving): Depicts disciplined soldiers firing in formation on a passive crowd. Created for propaganda purposes.
  • Source B (Captain Preston's deposition): Claims soldiers acted in self-defense after being attacked by the mob. Created for legal defense.
  • Source C (Anonymous account in the Boston Gazette): Describes soldiers as aggressors. Published in a patriot-sympathizing newspaper.
  • Source D (Trial testimony from witnesses): Mixed accounts; some witnesses describe a chaotic scene with provocation from both sides.

Corroboration assessment. No single account is reliable alone. Revere's image is explicitly propagandistic. Preston's deposition is self-serving. The Gazette had editorial bias. Trial testimony, being sworn and cross-examined, provides the most constrained accounts, and these suggest a more complex event than any partisan source admits. The historian's reconstruction must account for all sources while weighting them by independence and purpose.

Practice 4 — Contextualization

Contextualization is the practice of situating a source and its claims within the broader historical conditions of its creation. A document cannot be understood apart from the world that produced it.

Dimensions of Context

Political context. What government structures, power relations, conflicts, or reforms were active? A petition to Parliament in 1832 means something different than the same petition in 1830 — the Reform Act changed what was politically possible.

Social context. What social hierarchies, class structures, gender norms, or racial systems shaped the author's world? An enslaved person's narrative published by an abolitionist society was shaped by both the author's experience and the publisher's political goals.

Economic context. What economic conditions, trade patterns, labor systems, or resource pressures were relevant? The Irish Famine dispatches cannot be understood without knowing British free-trade ideology and landlord-tenant relations.

Cultural context. What religious beliefs, intellectual movements, artistic traditions, or shared assumptions were current? A medieval chronicle attributing a plague to divine punishment reflects sincere belief, not ignorance — within its cultural context, supernatural causation was the dominant explanatory framework.

Technological context. What communication, transportation, production, or military technologies were available? The speed of information transmission fundamentally shapes what actors could know and when.

Worked Example — Contextualizing a Source

Source: Woodblock print depicting Commodore Perry's arrival in Japan, 1853. Japanese artist, published in Edo.

Without context: An image of foreign ships arriving.

With context: Japan had maintained sakoku (closed country) policy for over 200 years. The Tokugawa shogunate controlled all foreign contact. Perry's "Black Ships" were steam-powered warships — a technology Japan had never encountered. The print circulated in a society where information about the outside world was tightly controlled. The artistic conventions (ukiyo-e style) domesticated the foreign into familiar visual language. The print is evidence not just of the event but of how Japanese visual culture processed an unprecedented intrusion.

Practice 5 — Bias Detection

Bias is not a flaw to be eliminated but a feature to be understood. Every source reflects a perspective, and every perspective includes and excludes. The historian's task is not to find "unbiased" sources — they do not exist — but to identify, characterize, and account for the biases present.

Types of Bias

Selection bias. What the author chose to include and exclude. A war correspondent who only interviews officers produces a systematically different account than one who interviews enlisted soldiers.

Confirmation bias. The tendency to interpret evidence in ways that confirm existing beliefs. A colonial administrator who believed in the "civilizing mission" would interpret resistance as proof of "savagery" rather than as rational political action.

Survivor bias. Sources that survive are not representative of all sources that existed. The literary records of the ancient world disproportionately represent elite male perspectives because those were the texts copied and preserved by institutional libraries.

Hindsight bias. Memoirs and retrospective accounts reshape the past in light of known outcomes. A general who lost a battle may, in his memoirs, emphasize the factors beyond his control.

Structural bias. Archives themselves are not neutral. Colonial archives preserve the colonizer's records. State archives preserve the state's perspective. The historian must actively seek sources from outside these institutional frames — oral histories, material culture, community archives — to reconstruct silenced perspectives.

The Bias Analysis Protocol

For any source under analysis:

  1. Identify the author's position relative to the events and to power structures.
  2. Identify the purpose — what the source was meant to accomplish.
  3. Identify what is absent — whose voices, what perspectives, which facts are missing.
  4. Compare the source's framing with other sources on the same events.
  5. Assess whether the bias strengthens or weakens the source for your specific question. A propagandist's claims about events are unreliable, but the same document is excellent evidence of what the propagandist wanted people to believe.

Source Analysis Decision Tree

When encountering a new source:

  1. Classify it. Primary or secondary for your research question?
  2. Source it. Who, when, where, why, for whom?
  3. Contextualize it. What was the world like when and where this was created?
  4. Detect bias. What perspective does this represent? What is missing?
  5. Corroborate it. Do independent sources support, contradict, or complicate the claims?
  6. Assess its evidentiary value. What can this source reliably tell you? What can it not?

Common Mistakes in Source Analysis

MistakeWhy it failsFix
Treating primary sources as automatically trustworthyPrimary means close to events, not accurateAlways source and corroborate
Treating secondary sources as automatically inferiorGood secondary work synthesizes vast primary evidenceEvaluate the scholarship's methods and evidence base
Ignoring the author's purposePurpose shapes content systematicallyAlways ask "why was this created?"
Assuming bias invalidates a sourceEvery source is biased; bias is informationCharacterize the bias and use the source accordingly
Reading a source in isolationSingle sources cannot establish historical claimsAlways corroborate across independent sources
Imposing modern categories on past sourcesPresentism distorts historical meaningContextualize within the source's own world
Treating absence of evidence as evidence of absenceArchives are incomplete by natureConsider what sources may not have survived

Cross-References

  • herodotus agent: Department chair and primary source criticism specialist. Guides all source analysis workflows.
  • ibn-khaldun agent: Social and economic history analysis. Uses source analysis to reconstruct material conditions.
  • arendt agent: Political and modern history. Applies source criticism to 20th-century political documents.
  • causation-consequence skill: Source analysis feeds causal reasoning — reliable evidence is prerequisite to causal claims.
  • historical-perspectives skill: Bias detection connects directly to understanding multiple perspectives.
  • historiography skill: Different historiographical schools prioritize different source types and analytical methods.

References

  • Bloch, M. (1953). The Historian's Craft. Translated by Peter Putnam. Vintage Books.
  • Collingwood, R. G. (1946). The Idea of History. Oxford University Press.
  • Tosh, J. (2015). The Pursuit of History. 6th edition. Routledge.
  • Wineburg, S. (2001). Historical Thinking and Other Unnatural Acts. Temple University Press.
  • Trouillot, M.-R. (1995). Silencing the Past: Power and the Production of History. Beacon Press.
  • Ginzburg, C. (1980). The Cheese and the Worms. Johns Hopkins University Press.
  • Herodotus. (c. 440 BCE). The Histories. Translated by Tom Holland (2013). Penguin Classics.