Spielewoy/autoprompt-skill

Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.

About the project

Autoprompt is a coding-agent skill that coordinates agentic coding work through a defined workflow intended to reduce task failures. Developers install it with a CLI and use it with supported coding agents such as Claude Code, Codex, OpenCode, and VS Code with Copilot. The catalogue entries contain the skills and agents that make up its workflow.

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59Mods indexed here, across every type
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autoprompt

01

Spielewoy/autoprompt-skill

Skill Claude Code

Explicit-only useful-first orchestration. Invoke only when the user names autoprompt - typed as /autoprompt or in plain language such as "act in autoprompt mode" - to turn a mission into one executable roadmap, build dependency-safe lanes, and verify the result with independent reviewers. Do not infer invocation from…

not rated 1.0k +49 yesterday A SkillSpector: warn 85 tokens original MIT

autoprompt

02

Spielewoy/autoprompt-skill

Skill Codex

Explicit-only useful-first orchestration. Invoke /autoprompt to turn a mission into one executable roadmap, build dependency-safe lanes, and verify the result with independent reviewers. Never infer invocation from ordinary requests. Never resume from leftover artifacts without an explicit resume instruction.

not rated 1.0k +49 yesterday A SkillSpector: warn 56 tokens original MIT

autoprompt

03

Spielewoy/autoprompt-skill

Skill Claude Code

Explicit-only useful-first orchestration. Invoke /autoprompt to turn a mission into one executable roadmap, build dependency-safe lanes, and verify the result with independent reviewers. Never infer invocation from ordinary requests. Never resume from leftover artifacts without an explicit resume instruction.

not rated 1.0k +49 yesterday A SkillSpector: warn 56 tokens original MIT

autoprompt

04

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

Explicit-only useful-first orchestration. Invoke /autoprompt to turn a mission into one executable roadmap, build dependency-safe lanes, and verify the result with independent reviewers. Never infer invocation from ordinary requests. Never resume from leftover artifacts without an explicit resume instruction.

not rated 1.0k +49 yesterday A SkillSpector: warn 56 tokens original MIT

autoprompt

05

Spielewoy/autoprompt-skill

Skill Claude Code

Explicit-only useful-first orchestration. Invoke /skill:autoprompt to turn a mission into one executable roadmap, build dependency-safe lanes, and verify the result with independent reviewers. Never infer invocation from ordinary requests. Never resume from leftover artifacts without an explicit resume instruction.

not rated 1.0k +49 yesterday A 58 tokens copy · 86% MIT

autoprompt

06

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

Explicit-only useful-first orchestration. Invoke /autoprompt to turn a mission into one executable roadmap, build dependency-safe lanes, and verify the result with independent reviewers. Never infer invocation from ordinary requests. Never resume from leftover artifacts without an explicit resume instruction.

not rated 1.0k +49 yesterday A 56 tokens copy · 98% MIT

autoprompt

07

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

Run the Autoprompt orchestration loop on Prime Agent through a topology-enforcing native RLM dispatcher. Use only when the user explicitly invokes Autoprompt or asks to run the loop.

not rated 1.0k +49 yesterday A SkillSpector: pass 42 tokens original MIT

autoprompt

08

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

Explicit-only useful-first orchestration. Invoke /autoprompt to turn a mission into one executable roadmap, build dependency-safe lanes, and verify the result with independent reviewers. Never infer invocation from ordinary requests. Never resume from leftover artifacts without an explicit resume instruction.

not rated 1.0k +49 yesterday A 56 tokens copy · 88% MIT

ap-arbiter

09

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L4 terminal leaf - ARBITER. Independent decision-maker for forks the loop cannot resolve on its own. Under UNATTENDED mode it ALWAYS rules and continues, NEVER escalates to the user. Output is a binding ruling logged to the ledger.

not rated 1.0k +49 yesterday A SkillSpector: pass 55 tokens original MIT

ap-depth-prober

10

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L4 terminal leaf - G3.5 DEPTH-LOCK. Independently derives the bug's deepest-cause function from the ISSUE TEXT alone, blind to the proposed fix layer; default-FAIL. Emits D1-D5. depth-miss REJECTs to G1.

not rated 1.0k +49 yesterday A SkillSpector: pass 62 tokens original MIT

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L3 executor - EXECHARNESS RESOLVE. Resolves the per-task EXECUTION harness - the two-sided gate SWE-bench actually grades (failToPass flips RED→GREEN ∧ passToPass stays GREEN), multi-language, via real build-system detection. Ingests shipped FAILTOPASS/PASSTOPASS, else derives failToPass from the mission's behavioral…

not rated 1.0k +49 yesterday A SkillSpector: pass 100 tokens original MIT

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L1 feature coordinator - drives approved ROADMAP.md lanes through their required build/review/verification gates and owns the run-wide feature frontier.

not rated 1.0k +49 yesterday A SkillSpector: pass 33 tokens original MIT

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L3 executor - FRAMEWORK GENERATE. When the SELECTOR returns MISS, generates a one-off custom framework for the exact task shape - classifies the orthogonal axes, composes the gate sequence from the GATE-LIBRARY with the correct axis-specific gate, emits the gen- leaf with the BLOCKED invariant verbatim, binds an…

not rated 1.0k +49 yesterday A SkillSpector: pass 93 tokens original MIT

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L4 terminal leaf - FRAMEWORK VALIDATE (HRN-5). A fresh, default-FAIL juror that proves a GENERATED framework is SOUND before any gate runs. Checks the HRN-5 default-FAIL checklist - every gate mapped, exactly one terminal DONE with negatives looping UP, the BLOCKED invariant verbatim, a non-empty acceptance set. PASS…

not rated 1.0k +49 yesterday A SkillSpector: pass 93 tokens original MIT

ap-fresh-verifier

15

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L4 blind fresh verifier - independently checks a candidate roadmap or plan against the exact mission and repository; APPROVE/REJECT, default-FAIL.

not rated 1.0k +49 yesterday A SkillSpector: pass 36 tokens original MIT

ap-goal-checker

16

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L4 terminal leaf - GOAL-CHECK. Independent, adversarial, default-FAIL. Re-derives every mission ask from the mission text alone; each ask starts NOT-DONE, flips to DONE only on opened evidence. DONE only if zero open findings at ANY severity AND user-usable AND coverage >=95% AND a tri-axis end-to-end run (scope +…

not rated 1.0k +49 yesterday A SkillSpector: pass 92 tokens original MIT

ap-implementer

17

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L3 executor - G4 IMPLEMENT. Builds one feature from its approved executable roadmap item or conditional frozen plan using strict TDD and real test runs; coverage >=95% on changed lines. Reports PLAN-CONFLICT rather than improvising.

not rated 1.0k +49 yesterday A SkillSpector: pass 52 tokens original MIT

ap-intake

18

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L3 legacy-resume compatibility reader - reconstructs old intake artifacts when explicitly resuming them; new runs use the useful-first roadmap author instead.

not rated 1.0k +49 yesterday A SkillSpector: pass 33 tokens original MIT

ap-janitor

19

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L4 terminal leaf - JANITOR. Writes the DONE sentinel atomically and removes only scratch artifacts after the three-file governance state and substantive evidence pass validation.

not rated 1.0k +49 yesterday A SkillSpector: pass 36 tokens original MIT

ap-juror

20

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L4 terminal leaf - G7 SIGN-OFF. One independent sign-off panel seat that saw none of the intermediate work. Binary PASS/FAIL on opened evidence; default-FAIL. A FAIL naming a P0/P1 blocker is NOT arbitrable into PASS.

not rated 1.0k +49 yesterday A SkillSpector: pass 58 tokens original MIT

ap-manager

21

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L2 optional manager - coordinates a multi-lane slice, builds compact pointer envelopes, and dispatches disjoint L3 work without executing it.

not rated 1.0k +49 yesterday A SkillSpector: pass 32 tokens original MIT

ap-planner

22

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L3 conditional G1 planner - adds detail only when a roadmap item explicitly requires it, including debug depth-lock and unresolved design forks.

not rated 1.0k +49 yesterday A SkillSpector: pass 31 tokens original MIT

ap-preflight-probe

23

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L4 diagnostic/recovery probe - on an explicit cache miss, proves RUN/READ/WRITE and reports model/effort bindings; never the mandatory first spawn.

not rated 1.0k +49 yesterday A SkillSpector: pass 39 tokens original MIT

ap-re-anchor

24

Spielewoy/autoprompt-skill

Skill Claude CodeCodex

L4 terminal leaf - RE-ANCHOR. Confirms mission and roadmap frontier alignment after resume or compaction using the three-file governance state.

not rated 1.0k +49 yesterday A SkillSpector: pass 33 tokens original MIT

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