Project Replay — Full Build Provenance

SkillMonitoring & ops

Project provenance and replay system, captures the full cognitive history of every build (intent, decisions, model handoffs, approvals, rejections, gate results) as a queryable timeline. V1 = structured capture (already flowing via ships.log and provenance JSONL). V2 = narrative renderer with search/filter/jump. Use when designing provenance schemas, building replay UI, or answering 'show me how this was built'.

Use Project Replay — Full Build Provenance in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add Project Replay — Full Build Provenance and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the Project Replay skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Project Replay — Full Build ProvenanceStart free

What this skill tells your AI

The instructions your AI receives, as published by anonymousnomad/covert-coder in skills/packs/aide-project-replay/SKILL.md and read by Ahel’s review.

Every AIDE-built feature has a complete audit trail: why it was built, which model proposed it, what gates verified it, who approved it, what changed. Not git history (what changed) — process history (how and why).

Capture (v1 — already flowing)

Sources feeding .aide/provenance/{workspace}.jsonl:

  • Phase transitions: {at, from_phase, to_phase, model_id, intent_hash}
  • Gate results: {gate, passed, details}
  • Approvals/rejections: {approval_id, tool, decision, user_at}
  • Model handoffs: {from_engine, to_engine, reason, context_summary_tokens}
  • Ship events: {commit_sha, message, files_count, assisted_by}

Query API

GET /api/provenance/timeline?from=&to=&phase=&model= GET /api/provenance/decisions?rejected=true GET /api/provenance/gates?failed_only=true Returns structured timeline entries for replay rendering.

Replay Renderer (v2 — after v1 ships)

Scrollable narrative: each entry rendered as a timeline card showing phase, model badge, decision type, diff summary, gate outcome. Filters: by phase, by model, by approval status, by date range. Export: standalone HTML file (self-contained, shareable).

Why this matters (funder + user story)

  • Compliance: "Show me exactly how this auth module was built"
  • Learning: new team members replay complex builds instead of reading docs
  • Debugging: find where an assumption failed during the original build
  • Trust: AIDE decisions are transparent, not black-box
  • Unique: no competitor offers build-process provenance (only git result-history)

Signals

GitHub stars
43
Forks
14
Last commit
Oct 2026
Advanced
Item type
skill
Key
aide-project-replay
Source
github.com/anonymousnomad/covert-coder