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ANSER

ANSER contains 60 collected skills from wikiepeidia, with repository-level occupation coverage and site-owned skill detail pages.

skills collected
60
Stars
3
updated
2026-05-07
Forks
3
Occupation coverage
13 occupation categories · 100% classified
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Skills in this repository

gsd-add-tests
software-quality-assurance-analysts-and-testers

Generate tests for a completed phase based on UAT criteria and implementation

2026-05-07
gsd-ai-integration-phase
computer-systems-analysts

Generate an AI-SPEC.md design contract for phases that involve building AI systems.

2026-05-07
gsd-audit-fix
software-quality-assurance-analysts-and-testers

Autonomous audit-to-fix pipeline — find issues, classify, fix, test, commit

2026-05-07
gsd-audit-milestone
project-management-specialists

Audit milestone completion against original intent before archiving

2026-05-07
gsd-audit-uat
computer-occupations-all-other

Cross-phase audit of all outstanding UAT and verification items

2026-05-07
gsd-autonomous
software-developers

Run all remaining phases autonomously — discuss→plan→execute per phase

2026-05-07
gsd-capture
computer-occupations-all-other

Capture ideas, tasks, notes, and seeds to their destination

2026-05-07
gsd-cleanup
software-developers

Archive accumulated phase directories from completed milestones

2026-05-07
gsd-code-review
software-quality-assurance-analysts-and-testers

Review source files changed during a phase for bugs, security issues, and code quality problems

2026-05-07
gsd-complete-milestone
computer-occupations-all-other

Archive completed milestone and prepare for next version

2026-05-07
gsd-config
computer-occupations-all-other

Configure GSD settings — workflow toggles, advanced knobs, integrations, and model profile

2026-05-07
gsd-debug
software-quality-assurance-analysts-and-testers

Systematic debugging with persistent state across context resets

2026-05-07
gsd-discuss-phase
project-management-specialists

Gather phase context through adaptive questioning before planning.

2026-05-07
gsd-docs-update
software-developers

Generate or update project documentation verified against the codebase

2026-05-07
gsd-eval-review
software-quality-assurance-analysts-and-testers

Audit an executed AI phase's evaluation coverage and produce an EVAL-REVIEW.md remediation plan.

2026-05-07
gsd-execute-phase
software-developers

Execute all plans in a phase with wave-based parallelization

2026-05-07
gsd-explore
project-management-specialists

Socratic ideation and idea routing — think through ideas before committing to plans

2026-05-07
gsd-extract-learnings
project-management-specialists

Extract decisions, lessons, patterns, and surprises from completed phase artifacts

2026-05-07
gsd-fast
software-developers

Execute a trivial task inline — no subagents, no planning overhead

2026-05-07
gsd-forensics
software-quality-assurance-analysts-and-testers

Post-mortem investigation for failed GSD workflows — diagnoses what went wrong.

2026-05-07
gsd-graphify
database-architects

Build, query, and inspect the project knowledge graph in .planning/graphs/

2026-05-07
gsd-health
software-developers

Diagnose planning directory health and optionally repair issues

2026-05-07
gsd-help
secretaries-and-administrative-assistants-except-legal-medical-and-executive

Show available GSD commands and usage guide

2026-05-07
gsd-import
project-management-specialists

Ingest external plans with conflict detection against project decisions before writing anything.

2026-05-07
gsd-inbox
software-quality-assurance-analysts-and-testers

Triage and review open GitHub issues and PRs against project templates and contribution guidelines.

2026-05-07
gsd-ingest-docs
software-developers

Bootstrap or merge a .planning/ setup from existing ADRs, PRDs, SPECs, and docs in a repo.

2026-05-07
gsd-manager
network-and-computer-systems-administrators

Interactive command center for managing multiple phases from one terminal

2026-05-07
gsd-map-codebase
software-developers

Analyze codebase with parallel mapper agents to produce .planning/codebase/ documents

2026-05-07
gsd-milestone-summary
project-management-specialists

Generate a comprehensive project summary from milestone artifacts for team onboarding and review

2026-05-07
gsd-mvp-phase
project-management-specialists

Plan a phase as a vertical MVP slice — user story, SPIDR splitting, then plan-phase

2026-05-07
gsd-new-milestone
project-management-specialists

Start a new milestone cycle — update PROJECT.md and route to requirements

2026-05-07
gsd-new-project
project-management-specialists

Initialize a new project with deep context gathering and PROJECT.md

2026-05-07
gsd-pause-work
project-management-specialists

Create context handoff when pausing work mid-phase

2026-05-07
gsd-phase
computer-occupations-all-other

CRUD for phases in ROADMAP.md — add, insert, remove, or edit phases

2026-05-07
gsd-plan-phase
project-management-specialists

Create detailed phase plan (PLAN.md) with verification loop

2026-05-07
gsd-plan-review-convergence
project-management-specialists

Cross-AI plan convergence loop — replan with review feedback until no HIGH concerns remain.

2026-05-07
gsd-pr-branch
software-developers

Create a clean PR branch by filtering out .planning/ commits — ready for code review

2026-05-07
gsd-profile-user
market-research-analysts-and-marketing-specialists-131161

Generate developer behavioral profile and create Claude-discoverable artifacts

2026-05-07
gsd-progress
software-developers

Check progress, advance workflow, or dispatch freeform intent — the unified GSD situational command

2026-05-07
gsd-quick
software-developers

Execute a quick task with GSD guarantees (atomic commits, state tracking) but skip optional agents

2026-05-07
Showing top 40 of 60 collected skills in this repository.