simplicio-loop

A unified Simplicio command and workflow for repeatedly working toward one goal or draining a queue of tasks, while checking evidence before declaring completion and enforcing an iteration limit.

In plain words
What is it for?
Use it for commands such as /simplicio-loop, Ralph loops, finishing open issues, or autonomous queue-based work with GitHub coordination.
Why use it?
It lets an agent continue across iterations while retaining prior edits and provides stop conditions when the goal is complete or the allowed attempts are exhausted.

Skill for Claude CodeCodex

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 skills/wesleysimplicio/simplicio-loop/simplicio-loop
Any agent
npx skills add wesleysimplicio/simplicio-loop --skill simplicio-loop
Clone the repo
git clone --depth 1 https://github.com/wesleysimplicio/simplicio-loop

Made for: Claude Code, Codex.

Per session 120 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 14,316 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 $0.00120 $0.14316
Opus 5 $0.00060 $0.07158
Sonnet 5 $0.00024 $0.02863
Haiku 4.5 $0.00012 $0.01432

Measured yesterday against content hash 18e656f3f735, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

simplicio-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.

.claude/skills/simplicio-loop/SKILL.md · 826 lines

How it starts

The opening of the file, as written. The whole thing — 826 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/simplicio-loop — unified core + loop

A self-referential iteration primitive: the SAME goal is fed back after every turn, so the agent sees its own prior edits and converges. It exits ONLY when a typed completion-promise is genuinely true, or a hard max_iterations cap fires. This skill is now the unified public surface for Simplicio's autonomous work orchestration: queue intake, evidence-gated execution, and the hardened Ralph loop live behind the single command /simplicio-loop. The older simplicio-tasks surface remains only as a compatibility alias.

Credit: the technique is Ralph Wiggum / cursor ralph-loop. We keep its best parts — single human-readable state file, exact-match promise sentinel, two-hook split — and add the simplicio safety spine (evidence-gated promise, max-iteration cap, cross-platform hook).

For queue/body-of-work runs, pair this file with the shared deep references under ../simplicio-tasks/references/ for extension points, orchestration, token economy, delivery, and safety details.

GitHub coordination default

When the project remote is hosted on GitHub, GitHub is the default coordination and source-of-truth surface for the loop: read and update Issues, publish progress in issue/PR comments, validate checks, merge only through the repository's approved PR path, and re-query live state before closing. Do not silently substitute another tracker or local scratchpad for GitHub; use another system only when the user explicitly requests it or the repository's documented workflow requires it.

Bounded delivery policy

Keep delivery finite and ownership explicit; a repository may set stricter limits, never looser ones without a recorded human decision.

  • Bounded WIP: one implementation issue and one delivery PR per worker/session. Finish, hand off, or mark the item blocked before claiming another; reviews do not transfer ownership.
  • Live intake and frozen scope: immediately before freezing, re-query the canonical source and record its revision plus provenance in the anchor. Freeze that exact issue goal and acceptance criteria before mutation. A review finding may prove an AC incomplete, but cannot add an AC silently; source drift or scope changes require a fresh query, re-anchoring, and an explicit owner decision.
  • Finding categories: classify every finding as AC_BLOCKER (violates a frozen AC), REGRESSION_BLOCKER (security, correctness, compatibility, or evidence regression caused by the patch), or FOLLOW_UP (valuable but outside the frozen scope). Only blockers hold the current delivery; follow-ups become separate work and are never smuggled into its diff.
  • Review limits: use one implementation review and one final independent verification, with at most two AC-scoped repair rounds. If a blocker remains, stop BLOCKED with evidence and ownership instead of opening an unbounded review/fix loop.
  • Ownership and integration: only the active owner mutates the delivery branch. Reviewers are read-only unless ownership is explicitly handed off. Before the first mutation, acquire and confirm the cross-session claim/lease/fence against the live source; a stale or conflicting authority blocks mutation. A handoff must update the authority record and the receiver must confirm the new claim/lease/fence before continuing. Rebase once onto the current canonical base immediately before final verification/merge; after any rebase, rerun the affected gates and prove ancestry/patch scope.
  • Release boundary: merge, issue closure, packaging, and release are separate states. Do not close the issue before merged evidence satisfies the frozen ACs, and do not tag/publish a release unless the task or an authorized release owner explicitly includes it; re-query the canonical branch and release state immediately before publication.

Read the full file on GitHub · 826 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 · 826 lines · 120 tokens per session scan A 18e656f3f735

Subscribe to this mod's changes

simplicio-loop is a skill published in the GitHub repository wesleysimplicio/simplicio-loop (2 stars, last pushed 2d ago), licensed MIT. It adds 120 tokens to every session and 14,316 once invoked, about $0.0006 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.

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