Install
$ agentstack add skill-anombyte93-prd-taskmaster-execute-fleet ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
execute-fleet
Atlas Fleet is the premium parallel sibling of execute-task. It keeps the same proof discipline, but the orchestrator owns the scoreboard while workers only build inside isolated worktrees.
Hard Gates
Before the first wave, all gates must pass. If any gate fails, report the gap and stop; do not fall back to solo execution from inside this skill.
mcp__plugin_prd_go__detect_capabilities()reports
tier: "premium" and atlas-launcher MCP registration/aliveness.
mcp__atlas-launcher__inbox_readis callable for this session..taskmaster/tasks/tasks.jsonexists..taskmaster/reports/task-complexity-report.jsonexists.git status --shortis empty. Fleet starts only from a committed base.- The integration branch policy is clear: use
fleet-integration; main is never auto-touched.
SOLE-WRITER RULE: only this orchestrator writes .taskmaster/tasks/tasks.json and .atlas-ai/state/pipeline.json. Workers must never edit those files. The orchestrator may update task state only through TaskMaster or the plugin pipeline MCP, and only after verification.
Wave Loop
Repeat until no runnable tasks remain:
- Call
mcp__plugin_prd_go__compute_fleet_waves(concurrency=, tag=).
Use the returned frontier as the only dispatch source. If it reports a deadlock, render status, mark the blocked set, and stop dispatching those tasks.
- For each chunk in the current wave, spawn exactly one worker:
mcp__atlas-launcher__session_spawn(isolation="worktree", report_to=, model=, prompt=). Model is NEVER left default: compute_fleet_waves returns a routing map (task id -> backend:model) from the capability ladder — Fable for the hardest/longest-running (frontier tier), down the cost-efficiency curve to haiku for trivial tasks. Pass the model part explicitly; non-claude backends require experimental_backends=true and the launcher backend param. The prompt must include the full task JSON inline; never tell workers to read shared tasks.json.
- Inspect the spawn result. If
prompt_injectedis false, re-kick once with
mcp__atlas-launcher__session_send using the same worker prompt, then confirm injection/readiness. If it is still false, treat that worker as failed and apply the retry policy below.
- Render the fleet status view after the wave starts and after each wave
transition.
- Poll
mcp__atlas-launcher__inbox_readfor terminal worker messages. The
only accepted terminal status vocabulary is DONE, DONE_WITH_CONCERNS, NEEDS_CONTEXT, or BLOCKED; any other terminal word is a protocol failure and counts as a worker failure.
- On a completion message, verify the branch, never the narration:
- The worker branch contains
.atlas-ai/cdd/task-.json. - No
.atlas-ai/evidence/file in that branch contains a non-zero
Exit status N line.
- The branch changed only its own worktree scope and did not edit
.taskmaster/tasks/tasks.json or .atlas-ai/state/pipeline.json.
- Never mark a task done without the CDD card. Missing card means the worker
did not satisfy the contract, regardless of any DONE message.
- Merge verified worker branches into
fleet-integrationsequentially, one
at a time. After each merge, run the checker/build gate expected for the project before merging the next branch.
- Mark the task done only after the merge gate passes:
python3 script.py set-status --id --status done.
- Recompute waves after every accepted merge. Do not keep dispatching from a
stale frontier.
Worker Prompt Template
Embed this template verbatim for each worker, replacing placeholders before dispatch:
WORKER_CONTRACT_ORCHESTRATOR_REPORT_TO
You are an Atlas Fleet worker. Your orchestrator is . Report every question, blocker, and terminal result to .
WORKER_CONTRACT_FULL_TASK_JSON_INLINE
Your assigned task JSON is inline below. Treat this as the source of truth. Do not read shared .taskmaster/tasks/tasks.json.
WORKER_CONTRACT_WORKTREE_BRANCH
Work only in this isolated worktree and branch:
worktree:
branch:
WORKER_CONTRACT_CDD_CARD
Before reporting any terminal status, write this CDD card in your worktree: .atlas-ai/cdd/task-.json. The card must list the checks you ran and the evidence paths that prove them. Evidence files under .atlas-ai/evidence/ must contain the FINAL verification run ONLY (one green run, one exit-status line) — intermediate TDD red runs go to .atlas-ai/logs/, never evidence/ (ship-check Gate 5 reads every Exit status line in evidence/ as final-state proof).
WORKER_CONTRACT_TERMINAL_STATUS
End with exactly one terminal status: DONE | DONE_WITH_CONCERNS | NEEDS_CONTEXT | BLOCKED.
Report it via mcp__atlas-launcher__inbox_send(target_session=, message_type="task_handoff", payload=, "status": "", "branch": "", "cdd_card": ".atlas-ai/cdd/task-.json"}>, sender_session=). The launcher message_type allowlist is task_handoff | notification | data | request | heartbeat — terminal reports use task_handoff; the status lives INSIDE the payload JSON.
WORKER_CONTRACT_HARD_RULES
Hard rules: never edit .taskmaster/tasks/tasks.json or .atlas-ai/state/pipeline.json; never git push; commit only in your own worktree branch.
WORKER_CONTRACT_QUESTIONS_INBOX
Ask questions before building if context is missing: use mcp__atlas-launcher__inbox_send(target_session=, message_type="request", payload=, sender_session=). ("question"/"completion"/"blocker" are template intents, not runtime message types — see docs/INTEGRATION-prd-taskmaster.md in the atlas-launcher repo, contract v1.)
Failure Paths
- Silent/dead worker: if there is no inbox message and the session is gone,
re-queue the task ONCE with a fresh worker prompt. On the second failure, mark the task BLOCKED in the orchestrator scoreboard and continue with remaining tasks.
NEEDS_CONTEXT: answer throughmcp__atlas-launcher__inbox_send, then let
the same worker continue. If it cannot continue, count it under the same retry cap.
- Worker
BLOCKED: record the blocker, mark the taskBLOCKED, and continue
with independent tasks.
- Merge conflict: do not force. Do not resolve by guessing. Create a fix task
that captures the conflict and continue with remaining non-conflicting work.
- Evidence failure: do not merge, do not mark done, and do not rewrite the
worker's CDD card on their behalf.
Status Rendering
After every wave transition, render the terminal status view with the UX-SPEC grammar. Use model plus index names such as claude-1, codex-1, and claude-2. Keep the gate line in plain English every time.
┌─ atlas fleet ── wave 2 of 3 ──────────────── ▶ running 12m ┐
│ wave 1 ✓ merged 3 tasks · 18m · integration green │
│ wave 2 ▶ running │
│ claude-1 task 6 API endpoints ▰▰▰▱ 3/4 │
│ codex-1 task 7 UI components ▰▰▱▱ 2/4 │
│ claude-2 task 9 DB migrations ✓ done — waiting │
│ wave 3 ○ queued 4 tasks · starts when wave 2 merges │
│ │
│ Gate: a wave merges only after the checker approves it │
│ and the integration branch builds green. │
│ │
│ watch: atlas fleet status logs: .atlas-ai/fleet/ │
└────────────────────────────────────────────────────────────┘
Termination
When all waves are done, or all remaining tasks are BLOCKED, switch to fleet-integration and run:
python3 skel/ship-check.py
If it exits non-zero, report the failing gate and stop. If it exits 0, emit SHIP_CHECK_OK exactly once, then open one final PR from fleet-integration. Do not print the token anywhere else. Do not merge the PR yourself.
Non-Exits
This skill never kills the shell and never pushes. Halt conditions are reported to the caller and, when relevant, to the launcher inbox.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: anombyte93
- Source: anombyte93/prd-taskmaster
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.