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Skills
Installable skills

Give your AI the M&E method.

A skill is a document your AI loads on demand — a SKILL.md with references, a cheatsheet and a provenance manifest. It answers from the source, and says [NOT IN SOURCE] instead of inventing. Works in Claude, ChatGPT, Gemini and opencode.

39 skills

Across 14 M&E domains, from theory of change to value for money.

Included with membership

One membership unlocks the whole library — or buy any single skill outright.

Source-backed

Provenance manifest + [NOT IN SOURCE] guardrail in every package. Installs into Claude Code, Claude.ai, ChatGPT, Gemini, opencode.

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Included with membership, or buy any skill individually. Open a skill for the full method.

39 skills

$29 · Careers & proposals

Donor CV Converter

Convert one master CV into World Bank, EU, UNDP P11, FCDO and ADB formats — no fabrication, with a verification block.

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Free · M&E

Verified Handbook Skill

Our method — the seven failures and the four-file harness — on demand.

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$29 · M&E

FCDO Reporting Skill

FCDO logframe, milestones and the value-for-money narrative, with references.

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$29 · M&E

EU Reporting Skill

Intervention logic and the OECD-DAC criteria for EU external action.

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$19 · M&E

Kobo Field Skill

Kobo/ODK field troubleshooting — offline, form logic, exports.

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$29 · M&E

Sampling Methods Skill

Probability and non-probability designs, sample size and power.

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$29 · M&E

GEDSI Indicators Skill

Gender and inclusion indicator selection that passes donor review.

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$29 · Learning & adaptation

Adaptive Management & CLA

Implement adaptive management approaches for continuous learning and course correction.

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$29 · Evaluation

Baseline & Endline Study Design

Design and implement baseline and endline studies for measuring change.

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$29 · M&E foundations

Beneficiary Feedback Systems

Design and implement systems to capture, analyze, and respond to feedback from project beneficiaries.

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$29 · Data quality

Data Quality Assessment & Verification

Assess and improve data quality across M&E systems.

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$29 · M&E foundations

Data Verification & Validation

Independent data verification and validation methodologies for M&E.

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$29 · Reporting & visuals

Data Visualization & Dashboards

Create effective visualizations and dashboards for M&E data.

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$29 · Document intelligence

Desk Review Generator

Analyze project documents (PADs, Grant Agreements, Progress Reports, ISRs, Results Frameworks) and generate comprehensive desk reviews that synthesize key information for M&E…

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$39 · Evaluation

Evaluation Design & Methodology

Design rigorous evaluations with appropriate methodologies.

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$29 · Cross-cutting

Gender & GESI Analysis

Conduct Gender Equality and Social Inclusion (GESI) analysis for development projects.

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Free · M&E foundations

Indicator Design & Tracking

Design SMART indicators, create Indicator Definition Sheets, track progress against targets, and analyze indicator performance.

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$29 · Learning & adaptation

Knowledge Management & Learning Products

Manage organizational knowledge and create learning products from M&E findings.

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$29 · Learning & adaptation

Learning Agenda Development

Develop and implement strategic learning agendas for programs and organizations.

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$29 · M&E foundations

M&E Reporting & Documentation

Standards and formats for M&E reporting.

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$29 · Field operations

Qualitative Data Methods

Design and conduct qualitative data collection including Focus Group Discussions (FGDs), Key Informant Interviews (KIIs), observation, and participatory methods for in-depth…

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$39 · Research & knowledge

Research & Evaluation Corpus Setup

Scaffold a navigable, version-controlled corpus for any qualitative research or evaluation project.

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$39 · Research & knowledge

Research & Evaluation Synthesis Pipeline

Turn a navigable corpus (produced by research-corpus-setup) into a defensible synthesis and a fully cited deliverable.

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$29 · M&E foundations

Results Framework Development

Design and develop Results Frameworks for development projects.

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$39 · Methods & statistics

Sampling Methodology & Statistical Design

Design statistically valid sampling strategies for M&E data collection.

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$29 · Cross-cutting

Stakeholder Mapping & Analysis

Identify, analyze, and map stakeholders for development projects.

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$29 · Methods & statistics

Survey & Questionnaire Design

Design effective surveys and questionnaires for M&E data collection.

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Free · M&E foundations

Theory of Change Development

Develop and articulate Theories of Change (ToC) for development projects.

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$39 · Analysis

Value for Money Analysis

Conduct Value for Money (VfM) analysis for development programs.

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$0 · Course companions

Indicators That Survive Review

Turn a programme description into an indicator matrix donors accept: SMART definitions, baselines, targets, means of verification and GEDSI disaggregation.

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$0 · Course companions

Donor Report Assembly

Assemble a donor report from a logframe and results — FCDO, EU, UN and World Bank formats — with a results table, per-output narrative and a value-for-money note.

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$0 · Course companions

M&E Interview Scorer

Prepare for and score an M&E interview against the three competencies panels test — evidence, method and communication.

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$0 · Course companions

M&E System Designer

Design a one-page M&E system: results framework, indicator set, data flow, reporting calendar and a RACI.

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$0 · Course companions

AI Governance & Data Protection

Govern AI use on sensitive M&E data: map PII flows, write an AI disclosure policy, log bias tests and vet vendors.

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$0 · Course companions

Power BI M&E Dashboard

Turn a Kobo/ODK or Excel export into a cleaned dataset, a Power BI dashboard and a donor-ready report table.

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$0 · Course companions

Kobo/ODK Form & QA

Design a Kobo/ODK XLSForm that prevents the common field failures, plus the five data-quality checks and a back-check plan.

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$0 · Course companions

Qualitative Coding (no expensive software)

Code qualitative data without NVivo or ATLAS.ti: build a codebook, code with an evidence trail, and check quote integrity.

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$0 · Course companions

Field Data Fraud Checks

Run the 12 checks that expose fabricated surveys — duplicates, GPS, duration, travel, straight-lining — and write a flagged-case report.

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$0 · Course companions

Evaluation Plan Builder

Turn a two-page programme brief into a defensible evaluation plan: questions, design, methods, matrix, timeline and budget.

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Book → Skill

Turn your own document into a skill.

A handbook, donor guideline or SOP becomes an installable skill — with a provenance manifest and a quality report. In build; join the list.

Looking for the résumé tool? Open the CV editor — or see the donor CV formats.