AGENOVA
A team sorting sticky notes into ordered columns on a large wall screen

Description

An agent that turns raw requirements into implementation-ready epics, stories and tasks — every story traced to a source sentence, every acceptance criterion testable, every gap a question for the Product Owner.

  • 40 files
  • Claude Code, or one of the bundled exports for Codex, ChatGPT or Cursor, Python 3.9 or later — the helper uses the standard library only, Your requirements as text: an e-mail, notes, slides or a spec
What is included
  • Setup and usage guide
  • 35 supporting files
  • Licence, changelog and updates

Requirements

  • Claude Code, or one of the bundled exports for Codex, ChatGPT or Cursor
  • Python 3.9 or later — the helper uses the standard library only
  • Your requirements as text: an e-mail, notes, slides or a spec
Version history
v1.0.0

First downloadable release of backlog-refinement-agent.

Share this page

Good questions, straight answers.

Will it invent what the brief does not say?+

No. It raises a question or labels an assumption.

Does it create tickets in my tracker?+

No. It writes the backlog in its report, and creating tickets is your decision.

Similar products

  • A woman drawing test paths with passed and failed outcomes on a glass screen
    AI Toolkit

    Test Case Generator

    • Instant download
    • Claude Code, or one of the bundled exports for Codex, ChatGPT or Cursor

    An agent that turns requirements into positive, negative and edge test scenarios whose expected results come from the spec — and proves which rules are still untested.

    • Every expected result cites its spec rule; no source means an open question
    • A rule-to-scenario matrix checked by `tools/coverage_matrix.py`: uncovered rules, missing negatives, duplicates
    $29.99
    View product
  • A woman placing cards in sprint columns on a wall screen while her team watches
    AI Toolkit

    Sprint Planning Agent

    • Instant download
    • Claude Code, or one of the bundled exports for Codex, ChatGPT or Cursor

    An agent that proposes a sprint scope that fits the team's real capacity — in person-days, buffer kept, dependencies respected — and says exactly what was left out and why.

    • Capacity is an input, never a guess: the agent refuses to invent availability
    • Unit conversion shown: weeks or hours to person-days
    $29.99
    View product
  • An engineer reading a pipeline with one failed step and its error log on a monitor
    AI Toolkit

    CI/CD Failure Analyzer

    • Instant download
    • Claude Code, or one of the bundled exports for Codex, ChatGPT or Cursor

    A read-only agent that finds why a pipeline failed — the first real error, its category, the probable cause, a fix and a ready-to-file bug ticket — with every claim tied to a log line or a commit.

    • First real error isolated from the cascade, with the log line it comes from
    • Failure categorised: code, test, dependency, infrastructure or flaky — flaky only with proof
    $49.99
    View product
  • A woman turning sticky notes and question marks into a structured diagram on a glass screen
    AI Toolkit

    Requirements Analysis Agent

    • Instant download
    • Claude Code, or one of the bundled exports for Codex, ChatGPT or Cursor

    An agent that makes a specification testable: every requirement atomic and traced, every vague word, contradiction and gap turned into a precise question for the business owner, before a line of code is written.

    • Ambiguity signals detected by `tools/req_lint.py` and confirmed by the agent
    • Contradictions shown side by side with both sources
    $29.99
    View product
  • Two colleagues comparing code with an architecture diagram on two monitors
    AI Toolkit

    Technical Documentation Generator

    • Instant download
    • Claude Code, or one of the bundled exports for Codex, ChatGPT or Cursor

    An agent that writes README, API and architecture docs that match the code as it is, and lists line by line the existing docs that lie: dead paths, removed scripts, unused variables. Drafts only, never overwrites.

    • Drift detected by `tools/doc_drift.py`: dead paths, removed scripts and make targets, unused env vars, each with doc:line
    • Drafts written to the report folder; replacing a doc needs your approval
    $29.99
    View product
  • An engineer pointing at a bright path through red hotspots on a map of a codebase
    AI Toolkit

    Technical Debt Analyzer

    • Instant download
    • Claude Code, or one of the bundled exports for Codex, ChatGPT or Cursor

    An agent that finds the debt that actually costs your team — files that change all the time, are big, untested and full of TODOs — ranks it with a visible formula and turns the top items into backlog entries.

    • Hotspot ranking by `tools/hotspots.py`: churn × size, with markers and test presence
    • A visible formula: impact × churn ÷ effort, with its inputs stated
    $49.99
    View product
  • A manager presenting a project health dashboard with a gauge and status tiles
    AI Toolkit

    Project Health Monitor

    • Instant download
    • Claude Code, or one of the bundled exports for Codex, ChatGPT or Cursor

    An agent that gives an early, evidence-based health signal — schedule, delivery, quality, scope — rated GREEN, AMBER or RED against thresholds you set, with the trend since last time and the corrective actions.

    • Ratings computed by `tools/health_score.py` against explicit, configurable thresholds
    • A missing indicator gives NOT_RATED, never a default green
    $49.99
    View product
  • A woman reading a project status report with charts on a large monitor
    AI Toolkit

    Technical Project Reporting Agent

    • Instant download
    • Claude Code, or one of the bundled exports for Codex, ChatGPT or Cursor

    An agent that writes the weekly status report your stakeholders actually read: progress per workstream from tracker data, delays and blockers with their source, a five-sentence summary, and no invented percentages.

    • Progress computed by `tools/progress_rollup.py`, weighted by estimate
    • Frozen workstreams keep their agreed percentage, never silently recomputed
    $29.99
    View product