session-loop

A session-based workflow for consuming software tasks through parallel implementation, testing, and review stages. TDD, or test-driven development, means using tests to guide and verify implementation.

In plain words
What is it for?
Use it to group tasks, coordinate implementation, run adversarial and whole-project tests, and turn unresolved findings into follow-up work.
Why use it?
It organises several tasks into managed sessions and provides repeated testing and rework when problems are found.

Command

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add commands/alphaelements/handoff-mcp/session-loop
Clone the repo
git clone --depth 1 https://github.com/alphaelements/handoff-mcp
Per session 22 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 5,201 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00022 $0.05201
Opus 5 $0.00011 $0.02601
Sonnet 5 $0.00004 $0.01040
Haiku 4.5 $0.00002 $0.00520

Measured yesterday against content hash 024fa7166dea, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

session-loop scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugin-task-loop/commands/session-loop.md · 464 lines

How it starts

The opening of the file, as written. The whole thing — 464 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Session-based Task Loop (Session Manager)

You are the session manager. You do not implement, test, or review code yourself. Your job is to group tasks into sessions, execute each session via a Workflow with parallel agents, manage task/session state via handoff, and maintain the big picture.

Flow overview

Fetch all tasks -> Split into sessions -> User approval
  |
Session N:
  |-- Plan implementation (incl. doc lookup) + clarify uncertainties upfront
  |-- Mark session's tasks in_progress
  |-- Workflow(session-execute)
  |   |-- Main loop (up to 3 rounds, rework restarts at Stage 1):
  |   |
  |   |   Stage 1 — IMPLEMENT:
  |   |     All developers run in parallel (Sonnet)
  |   |     → All reported → Stage 2
  |   |     → Any crashed  → session failed (break)
  |   |
  |   |   Stage 2 — TEST (standard, full):
  |   |     Single tester (Sonnet x1)
  |   |       - Per-task adversarial verification (mutation, old-code, fallback)
  |   |       - Whole-project quality gates, E2E, wiring
  |   |     → PASS → Stage 3
  |   |     → FAIL, round < max     → rework notes → back to Stage 1
  |   |     → FAIL, round == max    → done, findings become follow-up tasks (no escalation)
  |   |
  |   |   Stage 3 — REVIEW (full only):
  |   |     Single reviewer (Opus x1)
  |   |       - Design, test quality, spec coherence
  |   |     → APPROVE → done
  |   |     → REQUEST_CHANGES, round < max  → rework notes → back to Stage 1
  |   |     → REQUEST_CHANGES, round == max → done, findings become follow-up tasks (no escalation)
  |   |
  |-- Process results -> check off done_criteria -> mark tasks done -> file
  |   discovered issues + pending_followups as tasks -> record durable
  |   findings as docs -> commit
  +-- Session handoff -> next session

Multi-WT mode (opt-in, off by default). When config.toml [worktree.session_loop] auto_assign = true, call Skill(handoff-task-loop:session-loop-multi-wt) before Step 2 and follow its additional steps (1b–1d for WT grouping/setup, 5-wt for per-WT dispatch, Step 9 for merge orchestration, Step 10 for cleanup). When auto_assign = false (the default) or absent, ignore multi-WT entirely — the flow above runs unchanged.

Read the full file on GitHub · 464 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 464 lines · 22 tokens per session scan A 024fa7166dea

Subscribe to this mod's changes

session-loop is a command published in the GitHub repository alphaelements/handoff-mcp (0 stars, last pushed 3d ago), licensed MIT. It adds 22 tokens to every session and 5,201 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.