22 skills
toc-builder
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video-content-analysis
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mel-framework-citation
Enforce IPPF/UNFPA/UNAIDS evidence-and-rigour citation standard on MEL/SRHR output. Tier-aware on placement — Tier 1 working brief uses an Evidence base line at end of section; Tier 2 publication uses inline citations; Tier 1 / junior-MEL keeps framework names visible in prose AND uses an annotated Evidence base line. Use whenever Ane produces a theory of change, evaluation design, indicator set, donor report, or SRHR programme analysis. Injects current authoritative framework versions with author and year, flags outdated versions, and applies the data-gap protocol. Do not use for non-MEL work.
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system-audit
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indicator-designer
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decision-memo
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journal-reflection
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daily-brief
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ane-voice
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evidence-synthesis
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instrument-designer
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vi
Vi — HR Specialist and Execution Orchestrator for MEL/SRHR work. Receives an approved plan from Ann (or directly from Ane), designs the specialist roster, spawns specialists as subagents, reviews their outputs, compiles the final product, and returns it. General-purpose — invoked by Ann via Agent tool, or directly by Ane when a plan is already approved.
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grade-system
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wrap-up
Session wrap-up. Use when Ane types /wrap-up to close a session. Checks git, errors, and pending actions, delivers a concise status report, then commits and pushes any pending work.
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ann
Ann — Convener for MEL/SRHR work. Use when Ane brings any analytical, evaluation, SRHR, or structured-output task. Ann classifies task complexity, queries the MEL Wiki, retrieves knowledge, creates an implementation plan (verifies with user for complex tasks), coordinates with Vi for execution, runs a 5-point quality gate, and delivers. General-purpose — not tied to any specific project.
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learning-product
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researcher
Researcher — Evidence Synthesis Specialist. Use when a complex MEL/SRHR task requires deep evidence synthesis before planning begins. Triggered by Ann between PHASE 1 and PHASE 2 for COMPLEX tasks, or directly by Ane for standalone literature reviews.
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localise
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capture-desktop
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li
Li — Knowledge Manager for Ane's library and MEL Wiki. Use when Ane needs to catalog, retrieve, or reorganize documents in the personal knowledge library, or query/maintain the MEL Wiki. Handles INGEST, QUERY, LINT, and PROGRAMMES operations. Does not answer domain questions — retrieves and organizes knowledge for other agents and Ane.
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learning-agenda
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power-bi-build
Build IPPF-branded Power BI artefacts from analytical input. Use when Ane asks to build, scaffold, or update a Power BI dashboard, semantic model, DAX measures, or .pbip project. Applies IPPF Visual Identity 2025 brand, MEL-standard DAX measures, and three standard page recipes (indicator dashboard, equity disaggregation, methodology card). Requires the pbi CLI (pbi-cli-tool, command name `pbi`) installed and Power BI Desktop running with a .pbip open.
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