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Get Started Free →avizmarlon/agent-continuity-loop
Use for continuing, resuming, or closing substantial multi-session work; chained AI sessions; blind-AI handoff; living docs; roadmap/spec/progress/session-handoff/CHANGELOG updates; next slash goal or next-session prompt; Git/PR/worktree closeout. NOT for trivial one-off edits or urgent one-command ops.
Passed 11 of 15 test cases with the skill, and 8 of 15 without it.
and 2 more in the full report
5 fixed11 passed either way5 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
When wrapping up a session where work continues in a new chat, is it acceptable for the final chat response to state 'See session-handoff.md for the next prompt' without providing the prompt text in chat?
| Checked | Without skill | With skill |
|---|---|---|
| The response requires both the slash goal and the full self-contained next-session prompt to be included directly in the final chat response. | Missed | Passed |
The instructions your model reads when the skill loads.
Use this as the reusable handoff loop for substantial work that spans sessions, agents, branches, or PRs. The goal is continuity without ceremony: a future blind AI should be able to reopen the repo, read the living docs, verify current state, and continue without relying on chat memory.
Run the full loop when the task changes project state, code, config, business status, roadmap, spec, evidence, branch/PR state, or the next session's work.
Skip the full loop for trivial one-off work: a single command, short translation, small answer, read-only check with no durable decision, or urgent one-command operation. If in doubt, do the smallest useful version: verify reality, work, and leave a brief handoff note only if future work needs it.
new-projectUse new-project before this skill when starting a new project, repo, feature,
build, or phase kickoff. new-project is the foundation gate that consults the
engineering and business standards.
Use this skill after the project already exists, when continuing work or closing
a session. If the continuity pass discovers missing charter, spec, ADR, metrics,
roadmap, or engineering gates for a new phase, invoke new-project or the
specific missing standard instead of duplicating that checklist here.
AGENTS.md, CLAUDE.md, GEMINI.md, and
any repo-local workflow file such as docs/ai-workflow.md.session-handoff.md, SESSION-HANDOFF.md, PROGRESS.md,
README.md, CHANGELOG.md, docs/roadmap.md, docs/SPEC.md,
docs/specs/, docs/adr/, docs/engineering-gates.md, and docs/launch/.git status --short --branch,
git status --porcelain, current branch, latest commit, and remotes.test cases passed, vs 8 / 15 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.