interpreting-hematology-smears
Structures peripheral blood smear review with morphologic descriptions and differential correlation. Use when reading blood smears, describing cell morphology, or correlating with CBC findings.
Best use case
interpreting-hematology-smears is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Structures peripheral blood smear review with morphologic descriptions and differential correlation. Use when reading blood smears, describing cell morphology, or correlating with CBC findings.
Teams using interpreting-hematology-smears should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/interpreting-hematology-smears/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How interpreting-hematology-smears Compares
| Feature / Agent | interpreting-hematology-smears | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Structures peripheral blood smear review with morphologic descriptions and differential correlation. Use when reading blood smears, describing cell morphology, or correlating with CBC findings.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Interpreting Hematology Smears Structures peripheral blood smear review with morphologic descriptions and differential correlation. ## Why This Skill Exists The peripheral blood smear remains an indispensable diagnostic tool that no automated analyzer can fully replace. While modern hematology analyzers provide accurate cell counts, they cannot identify morphologic abnormalities that drive diagnosis: blast cells in acute leukemia, schistocytes in thrombotic microangiopathy, malaria parasites, or hypersegmented neutrophils in megaloblastic anemia. The International Council for Standardization in Haematology (ICSH) and the CLSI H20-A2 guideline establish standards for smear preparation, review criteria, and morphologic grading. CAP accreditation (Hematology HEM checklist) requires documented criteria for automated smear review triggers, competency in morphologic identification, and quality assurance for manual differentials. CLIA mandates that peripheral blood smear review is performed or supervised by qualified personnel. The pathologist or hematopathologist sign-out on abnormal smears carries the weight of a diagnostic interpretation. Missing schistocytes in a patient with TTP-HUS or failing to identify circulating blasts can result in fatal delays. --- ## Checkpoint A: Pre-Draft Intake (Mandatory) 1. **Indication for smear review** — Automated flag (blast, left shift, nRBC, large unstained cells), physician request, abnormal CBC, or screening? Default: automated analyzer flag. 2. **CBC data** — Current CBC with automated differential, reticulocyte count, RBC indices (MCV, MCH, MCHC, RDW)? Default: available. 3. **Clinical context** — Suspected diagnosis, symptoms (fatigue, bleeding, fever, jaundice), medications, recent surgery/transfusion? Default: not provided; flag [VERIFY]. 4. **Prior smear reviews** — Are there previous smear reports for comparison? Default: none on file. 5. **Smear quality** — Was the smear prepared from EDTA blood within 2 hours of collection? Default: yes. 6. **Stain used** — Wright, Wright-Giemsa, or May-Grunwald-Giemsa? Default: Wright-Giemsa. 7. **Special stains** — Are iron stain, reticulocyte stain, or malarial parasite examination needed? Default: no. ### Documents to Request - Current CBC with automated differential and histogram/scattergram - Reticulocyte count and reticulocyte hemoglobin content (CHr/Ret-He) - RBC indices (MCV, MCH, MCHC, RDW) - Prior CBC and smear reports - Clinical notes (symptoms, medications, transfusion history) - Iron studies, B12, folate, LDH, haptoglobin, bilirubin (if hemolysis workup) - Flow cytometry results (if concurrent) - Bone marrow biopsy report (if available) --- ## Step 1: Smear Quality Assessment Evaluate the smear in the monolayer (counting) zone before interpreting morphology: - **Monolayer identification**: The area where RBCs are evenly distributed, barely touching, and not overlapping. Located approximately 1/3 from the feathered edge. - **Staining quality**: Adequate Wright-Giemsa staining shows pink-orange RBCs, purple WBC nuclei, and pink-blue WBC cytoplasm. Over-staining or under-staining can mimic hypochromia or obscure granulation. - **EDTA artifact assessment**: > 2-hour-old EDTA specimens may show neutrophil hypersegmentation, platelet swelling, and crenated RBCs. Flag if specimen age > 4 hours. - **Platelet satellitism**: EDTA-dependent phenomenon; if noted, recommend recollection in citrate for accurate platelet count. --- ## Step 2: Red Blood Cell Morphology Systematically evaluate RBC morphology using standardized grading: ### RBC Morphology Grading (ICSH/CAP Recommendations) | Abnormality | Grading Scale | Clinical Significance | |---|---|---| | Microcytes | Slight/Moderate/Marked (1+/2+/3+) | Iron deficiency, thalassemia, chronic disease, sideroblastic anemia | | Macrocytes | 1+/2+/3+ | B12/folate deficiency, MDS, liver disease, reticulocytosis, drugs (hydroxyurea, AZT) | | Hypochromia | 1+/2+/3+ | Iron deficiency, thalassemia, chronic disease | | Polychromasia | 1+/2+/3+ | Reticulocytosis (hemolysis, bleeding, recovery) | | Spherocytes | 1+/2+/3+ | Hereditary spherocytosis, autoimmune hemolytic anemia, burns | | Schistocytes | 1+/2+/3+ (> 1% = significant) | TTP/HUS, DIC, HELLP, mechanical heart valve, March hemoglobinuria | | Target cells | 1+/2+/3+ | Thalassemia, hemoglobin C, liver disease, post-splenectomy | | Sickle cells | Present/absent | Sickle cell disease (HbSS, HbSC) | | Teardrop cells (dacrocytes) | 1+/2+/3+ | Myelofibrosis, myelophthisis, thalassemia major | | Rouleaux | 1+/2+/3+ | Multiple myeloma, Waldenstrom, chronic inflammation | | Agglutination | Present/absent | Cold agglutinin disease, ABO incompatibility | | Nucleated RBCs (nRBCs) | Per 100 WBCs | Severe anemia, bone marrow infiltration, post-splenectomy, neonatal | | Howell-Jolly bodies | Present/absent | Functional asplenia, post-splenectomy, megaloblastic anemia | | Basophilic stippling | Present/absent | Lead poisoning, thalassemia, MDS, pyrimidine 5' nucleotidase deficiency | | Pappenheimer bodies | Present/absent | Sideroblastic anemia, post-splenectomy (confirm with iron stain) | ### Critical Schistocyte Assessment Per ICSH 2012 consensus: Schistocytes are fragments with two or more pointed extremities (helmet cells, triangle cells, crescent cells). Microspherocytes and keratocytes may coexist. A count of > 1% schistocytes is significant and should prompt evaluation for TMA (TTP, HUS, DIC). --- ## Step 3: White Blood Cell Differential and Morphology Perform a 200-cell manual differential (or 100-cell if WBC < 1.0 x 10^9/L): ### WBC Differential Interpretation | Cell Type | Normal % | Increased (Shifted) | Key Morphologic Abnormalities | |---|---|---|---| | Neutrophils | 40-70% | Bacterial infection, inflammation, stress | Toxic granulation, Dohle bodies, vacuolation (toxic changes), hypersegmentation (>= 5 lobes = megaloblastic) | | Lymphocytes | 20-40% | Viral infection, CLL, lymphoma | Atypical lymphocytes (reactive/viral), smudge cells (CLL), large granular lymphocytes | | Monocytes | 2-8% | CMML, recovery from neutropenia, chronic infection | Promonocytes with folded nuclei and fine granules | | Eosinophils | 1-4% | Allergy, parasites, drug reaction, eosinophilic disorders | Degranulation, hypogranulation | | Basophils | 0-1% | CML, basophilic leukemia, allergy | Confirm with toluidine blue if needed | | Blasts | 0% | Acute leukemia, MDS, blast crisis CML | Auer rods (pathognomonic for AML), high N:C ratio, fine chromatin, nucleoli | ### Critical WBC Findings — Immediate Action Required | Finding | Immediate Action | |---|---| | Blasts > 5% in peripheral blood | Critical value notification; recommend bone marrow biopsy and flow cytometry | | Auer rods identified | Report as "blasts with Auer rods, consistent with acute myeloid leukemia" | | Atypical cells suspicious for circulating lymphoma | Recommend flow cytometry | | Leukoerythroblastic reaction (nRBCs + left shift) | Evaluate for bone marrow infiltration (myelophthisis) | | Neutrophil hypersegmentation (>= 5% with 5+ lobes) | Evaluate for B12/folate deficiency | --- ## Step 4: Platelet Estimation and Morphology - **Platelet estimate**: Count platelets in 10 oil-immersion fields in the monolayer; average x 20,000 = estimated platelet count. Compare to automated count. Discrepancy > 30% warrants investigation (clumping, satellitism, giant platelets). - **Platelet morphology**: Normal size (2-4 um), large platelets (> 4 um), giant platelets (approaching RBC size), platelet clumps (pseudothrombocytopenia). - **Causes of large/giant platelets**: ITP, MYH9-related disorders, Bernard-Soulier syndrome, myeloproliferative neoplasms. - **Platelet clumping**: If present, recommend recollection in citrate tube for accurate count. EDTA-dependent pseudothrombocytopenia affects ~0.1% of patients. --- ## Step 5: Report Construction and Clinical Correlation Assemble the smear interpretation report: 1. **CBC correlation**: State agreement or discrepancy between automated and smear-based estimates. 2. **RBC morphology**: Grade each abnormality using standardized scale. Comment on predominant finding. 3. **WBC differential**: Report 200-cell manual differential with absolute counts. Flag critical findings. 4. **Platelet estimate**: Concordant or discordant with automated count. Comment on morphology. 5. **Impression/Comment**: Integrate morphologic findings with clinical context. Provide differential diagnosis. 6. **Recommendations**: Suggest additional testing (flow cytometry, bone marrow, hemolysis labs, iron studies). --- ## Checkpoint B: Post-Draft Alignment (Mandatory) 1. Was the smear reviewed in the correct monolayer zone with adequate staining quality? 2. Are all RBC morphologic abnormalities graded using standardized terminology (1+/2+/3+)? 3. Was a 200-cell manual differential performed for the WBC assessment? 4. Were critical findings (blasts, schistocytes > 1%, Auer rods) communicated as critical values? 5. Is the smear interpretation correlated with the automated CBC and clinical context? --- ## Quality Audit - [ ] Smear quality assessed (monolayer zone, stain quality, specimen age) - [ ] RBC morphology systematically evaluated and graded per ICSH/CAP standards - [ ] Schistocyte percentage quantified when fragments are present - [ ] 200-cell manual differential performed (or 100-cell if WBC < 1.0 x 10^9/L) - [ ] Blast cells identified and reported with morphologic description - [ ] Auer rods specifically sought and documented when blasts are present - [ ] Neutrophil toxic changes graded (granulation, Dohle bodies, vacuolation) - [ ] Platelet estimate performed and compared to automated count - [ ] Platelet clumping assessed and citrate recollection recommended if present - [ ] nRBC count reported per 100 WBCs with corrected WBC count - [ ] Smear findings correlated with automated CBC indices - [ ] Critical findings reported via critical value notification pathway - [ ] Parasites specifically evaluated when clinically indicated (travel, fever) --- ## Guidelines - Always review the smear in the monolayer zone; evaluating morphology in thick or thin areas produces systematic errors in cell sizing and staining assessment - Grade all RBC morphologic abnormalities using a standardized scale (1+/2+/3+); avoid vague terms like "few" or "some" - Quantify schistocytes as a percentage when present; > 1% is clinically significant and should trigger evaluation for thrombotic microangiopathy (TTP/HUS, DIC) - Report all blasts seen on peripheral smear as a critical value requiring immediate clinician notification, regardless of the percentage - Auer rods are pathognomonic for acute myeloid leukemia; their identification on a peripheral smear should be reported urgently even in the absence of a formal blast count - Correct the automated WBC count when nucleated RBCs are present: corrected WBC = reported WBC x [100 / (100 + nRBCs per 100 WBCs)] - For EDTA-dependent platelet clumping (pseudothrombocytopenia), recommend recollection in a citrate tube and correct the count by multiplying by 1.1 (for 3.2% citrate dilution) - Correlate smear findings with clinical context in every report; morphology without clinical integration provides limited diagnostic value
Related Skills
interpreting-urinalysis
Structures complete urinalysis interpretation with microscopy correlation and clinical significance. Use when interpreting UA results, correlating microscopy findings, or evaluating renal function markers.
interpreting-tumor-markers
Tracks tumor marker trends with diagnostic and monitoring interpretive frameworks. Use when tracking tumor markers, interpreting biomarker trends, or monitoring treatment response.
interpreting-toxicology-screens
Structures drug screen interpretation with confirmation testing and clinical correlation. Use when interpreting drug screens, managing confirmatory testing, or documenting toxicology results.
interpreting-surgical-pathology
Structures surgical pathology reports with diagnosis, staging, margins, and prognostic markers. Use when interpreting biopsies, creating pathology reports, or documenting tissue diagnoses.
interpreting-routine-labs
Analyzes comprehensive metabolic panels, CBCs, lipid panels, and thyroid function with clinical correlation. Use when reviewing outpatient labs, identifying abnormalities, or correlating lab trends.
interpreting-pediatric-imaging
Adapts imaging interpretation for pediatric anatomy with age-appropriate normal variants. Use when reading pediatric imaging, differentiating normal variants, or documenting pediatric-specific findings.
interpreting-neuroradiology
Structures brain and spine imaging interpretation with stroke, mass, and degenerative disease assessment. Use when reading neuroimaging, evaluating stroke imaging, or documenting intracranial findings.
interpreting-musculoskeletal-imaging
Structures MSK imaging interpretation with fracture classification and joint assessment protocols. Use when reading MSK imaging, classifying fractures, or documenting orthopedic findings.
interpreting-molecular-pathology
Structures molecular test interpretation including NGS panels, FISH, and PCR-based assays. Use when interpreting molecular results, reporting genetic variants, or documenting molecular findings.
interpreting-microbiology-cultures
Structures microbiology result interpretation with susceptibility patterns and resistance mechanisms. Use when reading culture results, interpreting susceptibility data, or identifying resistance patterns.
interpreting-immunohistochemistry
Guides IHC panel selection and interpretation for tumor classification and prognostication. Use when ordering IHC panels, interpreting staining patterns, or classifying tumors by immunophenotype.
interpreting-genomic-profiling
Structures comprehensive genomic profiling interpretation with actionable mutations and matched therapies. Use when reviewing genomic test results, identifying targeted therapy options, or interpreting NGS panels.