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Gao Agile

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jgsystemsconsulting
gao-agile

Knowledge base from the GAO Agile Assessment Guide (GAO-24-105506, 2023). Use for assessing and managing Agile software development in federal programs: the Agile Manifesto and framework family (Scrum, Kanban, XP, SAFe, DA, DSDM, Lean, DevOps); the three adoption perspectives (team dynamics, program operations, organization environment); requirements decomposition (epics, features, user stories, INVEST, MoSCoW, definition of done); Agile-aware federal contracting (FAR, modular contracting, SOO/PWS/SOW, product owner vs. COR); program monitoring and control (WBS, cost, schedule, EVM at the feature level); Agile metrics (velocity, lead/cycle time, CFD, burn charts); and the auditor's key-question bank. Oversight- and acquisition-oriented: it tells you how to *assess and govern* Agile programs, not how to code. Thin on hands-on engineering practice, deep cost/schedule checklists (see gao-cost, gao-schedule), and any non-US-federal context.

Overview

Publisherjgsystemsconsulting
Repositoryjgs-se-knowledge-packs
Skill namegao-agile
Stars
121
Forks
1
Bundled files
13
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 13 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by jgsystemsconsulting on GitHub. Read the source before you install it.

Installation

Install the Gao Agile AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/jgsystemsconsulting/jgs-se-knowledge-packs/tree/main/packs/gao-agile
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/jgsystemsconsulting/jgs-se-knowledge-packs.git /tmp/jgs-se-knowledge-packs
mkdir -p .claude/skills
cp -r /tmp/jgs-se-knowledge-packs/packs/gao-agile .claude/skills/gao-agile
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Gao Agile in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Gao Agile on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Gao Agile is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

GAO Agile Assessment Guide (GAO-24-105506, 2023)

Source: US Government Accountability Office (GAO) — US Government work, public domain | Chapters: 9

When to use

Use this skill when you need to assess, govern, or explain Agile software development in a federal program: choosing among Agile frameworks, diagnosing why an Agile transition is stalling, structuring requirements and a backlog, writing or judging an Agile-aware contract, applying cost/schedule/EVM discipline to iterative work, picking meaningful metrics, or running an audit against GAO best practices. It is GAO's oversight-and-acquisition companion to the agency SE handbooks and to the sibling cost, schedule, and technology-readiness guides.

Prerequisites: none — plain Markdown; no MCP server, API key, or licence tier needed at runtime.

How to Use This Skill

  • Without arguments — load the core frameworks below for the mental model: Agile vs. Waterfall, the three adoption perspectives, the five planning levels, and how oversight discipline maps onto Agile artifacts.
  • With a topic — ask about a framework (Scrum, Kanban, SAFe), an adoption challenge, user stories / INVEST, a definition of done, the product owner role, contracting (SOO/PWS/SOW, modular contracting), WBS / EVM / velocity, a metric (CFD, lead/cycle time), or an auditor question.
  • With a chapter — ask for ch03 (adoption best practices), ch05 (requirements), ch06 (contracting), ch07 (monitoring & EVM), ch08 (metrics), ch09 (auditor questions).

Supporting files: glossary.md, patterns.md, cheatsheet.md.

Core Frameworks & Mental Models

What the Guide is (and isn't)

A best-practices guide, not a how-to. It gives federal auditors and agencies criteria to assess Agile adoption, execution, and control, framing Agile mainly as a way to reduce technical, programmatic, schedule, and budget risk. It is non-prescriptive: it states what good looks like, not step-by-step instructions. Though focused on software, its best practices apply to any incremental development effort — hardware or services included.

Agile vs. Waterfall (the structural contrast)

Agile interleaves requirements, design, development, and testing concurrently in small, time-boxed iterations; Waterfall runs them in sequence. "Agile" is an umbrella for a family of methods — Scrum, Kanban, XP, FDD, SAFe, DA, DSDM, LeSS, Scrum@Scale, Scrumban, Crystal, DevOps, Lean. Frameworks are guiding structures, not recipes: non-exclusive and combinable. The invariant test is alignment to the Agile Manifesto (2001) and its 12 principles, not allegiance to any one framework. Working software each iteration is the yardstick of progress.

The fixed/variable dials

Waterfall fixes requirements and lets cost and schedule float; Agile fixes cost and schedule and lets requirements float per iteration. In government, scope is rarely fully flexible, so split "must have" from "nice to have," deliver must-haves first, and pursue a minimum viable product within constraints.

The three adoption perspectives

Adoption is a change-management effort, not a tooling swap, across three nested rings:

  • Team dynamics & activities — self-organizing, cross-functional, stable teams; a dedicated, empowered product owner; user stories (INVEST); relative estimation; value-based prioritization (MoSCoW); story mapping.
  • Program operations — continuous integration and automation; code-quality methods and technical debt management; the repeatable cadence of standups, demonstrations, retrospectives; an architecture with an architectural runway; a sustainable pace.
  • Organization environment — goal alignment; cascading sponsorship and Agile champions; trained sponsors; a culture of trust and transparency; Agile-aligned incentives; acquisition policy and contracts that match the cadence.

Adopt incrementally and prioritize practices across the three rings; if you omit a practice, record the risk.

Five Agile planning levels & rolling wave

Vision → epic → release → iteration → user story — an inverted triangle that keeps detail traceable from strategy down to coded work. Rolling wave planning details near-term work and leaves later work coarse, bounded by the road map (Agile is not a license for boundless development).

Requirements as relocated discipline

Agile compresses up-front specification but replaces it with sustained elicitation, refinement, and management (eight best practices). Requirements decompose progressively across governance layers, each with a matching artifact (road map, release plan, backlog). A two-tier completion gate — per-story acceptance criteria plus a universal definition of done, fronted by a definition of ready — defines start and finish. Non-functional requirements (security, privacy, Section 508 accessibility) need deliberate capture. Traceability replaces the Waterfall RTM with the road map and backlog.

Agile-aware federal contracting

The FAR never names Agile but permits it (1.102-4(e): innovate where not prohibited). Three best practices: tailor planning and structure (encourage modular contracting; prefer SOO/PWS over SOW when the end state will evolve; let the goods-vs-services decision drive contract type); build oversight on Agile metrics, artifacts, and retrospectives (tailor the CDRL); and integrate the program office with developers. The product owner and COR must both be empowered government employees; the contractor must not perform inherently governmental functions.

Monitoring & control mapped to Agile

Federal accountability does not bend to method. One product-oriented WBS built from Agile artifacts (epics → features → user stories) is the spine feeding cost, schedule, and EVM. Keep monitoring at the epic/feature level, where work is stable enough to baseline; let stories/tasks churn as quantifiable backup data. Earn value at the feature level by percent complete, crediting stories 0/100. A disciplined baseline-change process (with a freeze period) reconciles reprioritization with credible measurement — an unstable program baseline, not iteration flexibility, is what destroys EVM. Reconcile relative estimation (story points) with consistent sizing (function points, SLOC) for a defensible estimate.

Metrics: outcome over output

Pick metrics early, tailored to framework and audience; make each quantifiable, meaningful, repeatable, actionable; trace goals down through road map → releases → backlog. Recurring instruments: velocity (team-internal only), lead time, cycle time, cumulative flow diagram, burn up/burn down. Use counterbalanced pairs so no single number can be gamed; tie metrics to team-based incentives and set thresholds.

The auditor's instrument

The appendices pair key questions (what to ask) with likely effects (why it matters). Agree shared terminology first, gather documentation, learn the local method, then reason from each gap to its consequence. The product owner's authority and availability is the most heavily probed risk. The framework catalog and the ten Agile myths equip the auditor with what "normal" looks like and ready counters to common objections.


Chapter Index

#SectionKey content
ch01Introduction & BackgroundAgile vs. Waterfall; the Agile Manifesto & 12 principles; the framework family (Table 1: Scrum, Kanban, XP, FDD, DA, DSDM, LeSS, SAFe, Scrum@Scale, Scrumban, Crystal, DevOps, Lean); Agile as risk reduction; why GAO wrote the guide
ch02Federal Adoption Challenges & ResponseThe 14 challenges in four areas (commitment/collaboration, preparation, execution, evaluation); cultural root cause; Table 3 federal responses (18F, USDS, TechFAR, FITARA, DODIs); supplement Agile with internal controls
ch03Adoption Best PracticesThe three perspectives; self-organizing/cross-functional/stable teams; product owner; user stories (INVEST), relative & affinity estimation, MoSCoW, story mapping; CI, technical debt, standups/demos/retrospectives; architectural runway; sustainable pace; sponsorship, champions, incentives
ch04Execution & Controls (overview)Five planning levels; rolling wave; fixed-vs-variable constraint model; release vs. deployment; cadence/time-boxing; estimating as commitment; MVP; the three program-management areas
ch05Requirements Development & ManagementThe eight requirements best practices; progressive decomposition across governance layers; epics/features/user stories; non-functional requirements; definition of ready/acceptance/done; value-based backlog; spike; MVP; traceability via road map & backlog
ch06Federal Contracting ProcessFAR flexibility; modular contracting; SOO vs. PWS vs. SOW; goods vs. services; CDRL tailored to Agile metrics; retrospectives as oversight; reviews on cadence; product owner vs. COR vs. contracting officer; ATO; scope/change management
ch07Monitoring & Control (WBS, Cost, Schedule, EVM)WBS as shared spine; monitor at epic/feature level; 12-step cost process; reliable-estimate characteristics; schedule best practices & IMS; EVM activities, control accounts, percent-complete/0-100, effort-based EAC; baseline change & freeze period; F-35 / FEMA cases
ch08Agile MetricsSix metrics best practices; metric attributes; product vs. team performance; cumulative flow diagram; lead/cycle time; velocity; burn up/down; counterbalanced metric pairs; automation & information radiators; thresholds & incentives
ch09Assessment Reference (Auditor Questions & Frameworks)Question-and-effect pairing; product-owner empowerment as single point of failure; INVEST & estimation; backlog prioritization; repeatable processes; the framework catalog (DevOps/DevSecOps, DA, DSDM, XP, Kanban, Lean, SAFe, Scrum, Scrum@Scale, Scrumban); the ten Agile myths

Topic Index

  • Agile vs. Waterfall → ch01, ch04
  • Agile Manifesto and 12 principles → ch01, ch03
  • Agile frameworks (Scrum, Kanban, XP, SAFe, DA, DSDM, Lean, DevOps) → ch01, ch09
  • Adoption challenges (federal) → ch02
  • Internal controls / federal response (18F, USDS, TechFAR, FITARA) → ch02
  • Three adoption perspectives → ch03
  • Self-organizing and cross-functional teams → ch03, ch09
  • Product owner → ch03, ch05, ch06, ch09
  • User stories and INVEST → ch03, ch09
  • Relative and affinity estimation → ch03, ch07
  • Value-based prioritization and MoSCoW → ch03, ch09
  • Story mapping → ch03
  • Continuous integration → ch03, ch05
  • Technical debt → ch03, ch09
  • Standups, demonstrations, retrospectives → ch03, ch06
  • Architectural runway → ch03
  • Sustainable pace and velocity → ch03, ch08
  • Sponsorship, champions, and incentives → ch03, ch08
  • Five Agile planning levels → ch04
  • Rolling wave planning → ch04, ch07
  • Fixed vs. variable (constraint model) → ch04
  • Release vs. deployment → ch04
  • Cadence and time-boxing → ch04, ch07
  • Minimum viable product (MVP) → ch04, ch05
  • Eight requirements best practices → ch05
  • Requirements decomposition and traceability → ch05
  • Non-functional requirements → ch05, ch03
  • Definition of ready / acceptance criteria / definition of done → ch05
  • Prioritized backlog → ch05, ch09
  • Spike → ch05
  • Federal Acquisition Regulation (FAR) → ch06
  • Modular contracting → ch06
  • SOO vs. PWS vs. SOW → ch06
  • Contracting officer's representative (COR) → ch06, ch09
  • Authority to Operate (ATO) → ch06
  • Reviews aligned to cadence → ch06
  • Work breakdown structure (WBS) → ch07
  • Cost estimating (12-step process) → ch07
  • Schedule and integrated master schedule → ch07
  • Earned value management (EVM) → ch07, ch08
  • Baseline change and freeze period → ch07
  • Epics, features, and control accounts → ch07, ch05
  • Agile metrics (six best practices) → ch08
  • Cumulative flow diagram (CFD) → ch08
  • Lead time and cycle time → ch08
  • Burn up and burn down charts → ch08
  • Counterbalanced metric pairs → ch08
  • Auditor key questions and effects → ch09
  • The ten Agile myths → ch09

Supporting Files

  • glossary.md — key Agile and oversight terms (epic, user story, INVEST, definition of done, velocity, WBS, EVM, modular contracting, SOO/PWS/SOW), alphabetical, with chapter references
  • patterns.md — ten reusable patterns (incremental adoption, progressive requirements decomposition, the two-tier done gate, non-functional capture, estimation reconciliation, monitor-high, baseline protection, Agile-aware contracting, balanced metrics, paired-question auditing) with When/How/Trade-offs
  • cheatsheet.md — the three perspectives, planning levels, fixed/variable dials, document-selection and monitoring-level tables, metric pairs, tells & smells, and the ten myths

Scope & Limits

Covers: GAO best practices for assessing and governing Agile in federal programs per GAO-24-105506 — Agile vs. Waterfall and the framework family; the three adoption perspectives and the federal adoption challenges; requirements development and management (the eight practices, decomposition, definition of done, traceability); Agile-aware federal contracting (FAR flexibility, modular contracting, SOO/PWS/SOW, role clarity); program monitoring and control (WBS, the 12-step cost process, scheduling, EVM at the feature level); Agile metrics; and the auditor's paired key-questions/effects bank with the framework catalog and ten myths.

Does not cover in depth: hands-on software engineering or coding practice (the guide is about oversight, not development technique); the full cost-estimating and EVM checklists (it defers to the GAO Cost Estimating and Assessment Guide — see gao-cost) and the detailed scheduling checklists (the GAO Schedule Assessment Guide — see gao-schedule); technology-maturity assessment (see gao-tra); the broader systems-engineering life cycle (see sebok, dau-se-guidebook, nasa-se-handbook); and any specific Agile framework's full internal mechanics (it summarizes Scrum, SAFe, etc., rather than teaching them).

Source version: GAO-24-105506, published November 2023 (revised 15 December 2023); an update to the GAO-20-590G exposure draft. GAO intends to refresh it periodically, so verify against the latest edition for current guidance.

Jurisdiction: US Government public domain work (GAO). The best practices are cross-government and adoptable by any organization, but the contracting and oversight material is framed around US federal law (FAR, FITARA, OMB guidance) and is guidance, not binding requirement, outside an agency that adopts it.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Gao Agile AI skill do?

Knowledge base from the GAO Agile Assessment Guide (GAO-24-105506, 2023). Use for assessing and managing Agile software development in federal programs: the Agile Manifesto and framework family (Scrum, Kanban, XP, SAFe, DA, DSDM, Lean, DevOps); the three adoption perspectives (team dynamics, program operations, organization environment); requirements decomposition (epics, features, user stories, INVEST, MoSCoW, definition of done); Agile-aware federal contracting (FAR, modular contracting, SOO/PWS/SOW, product owner vs. COR); program monitoring and control (WBS, cost, schedule, EVM at the f...

Why use Gao Agile on TypingMind?

Because you install it once and use it with any model. Gao Agile is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Gao Agile in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/jgsystemsconsulting/jgs-se-knowledge-packs/tree/main/packs/gao-agile. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Gao Agile?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Gao Agile?

As many as you like. As long as a model supports skills, you can use Gao Agile with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Gao Agile AI skill free?

It is published on GitHub by jgsystemsconsulting. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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