jmagly/aiwg

Reusable project context and specialist workflows for the AI tools you already use. Agents, skills, rules and MCP tools for Claude Code, Codex, Copilot, Cursor and more, plus SDLC workflows, session memory, and Jev decision support that offloads bounded LLM decisions to save tokens.

This repository also configures its own agents. See what aiwg tells them →

224Stars on the repository
204Mods indexed here, across every type
todayLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

agent-loop-ext

01

jmagly/aiwg

Skill Claude CodeCodex needs its repo

Crash-resilient external agent loop with state persistence and CI/CD integration.

not rated 224 +1 changed 1mo ago A SkillSpector: warn 18 tokens original MIT

agent-loop

02

jmagly/aiwg

Skill Claude CodeCodex needs its repo

Detect requests for iterative autonomous agent loops and route to the appropriate loop executor.

not rated 224 +1 today A SkillSpector: warn 17 tokens original MIT

auto-test-execution

03

jmagly/aiwg

Skill Claude CodeCodex

Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern.

not rated 224 +1 changed 1mo ago A SkillSpector: warn 23 tokens original MIT

cross-task-learner

04

jmagly/aiwg

Skill Claude CodeCodex

Enable agent loops to learn from similar past tasks and share patterns across loops.

not rated 224 +1 changed 1mo ago A SkillSpector: pass 20 tokens original MIT

debug-memory

05

jmagly/aiwg

Skill Claude CodeCodex

Query and manage the executable feedback debug memory.

not rated 224 +1 changed 1mo ago A SkillSpector: pass 11 tokens original MIT

execute-feedback

06

jmagly/aiwg

Skill Claude CodeCodex

Execute tests on generated code and iterate until passing.

not rated 224 +1 changed 1mo ago A SkillSpector: pass 12 tokens original MIT

jmagly/aiwg

Skill Claude CodeCodex

Infer measurable completion criteria for an agent-loop task from project docs, code, and AIWG standards when the user has not supplied --completion explicitly.

not rated 224 +1 today A SkillSpector: warn 34 tokens original MIT

mission-control

08

jmagly/aiwg

Skill Claude CodeCodex

Orchestrate multi-loop background operations via the Mission Control dashboard — start sessions, dispatch missions, monitor, and stop.

not rated 224 +1 today A SkillSpector: pass 26 tokens original MIT

ralph-abort

09

jmagly/aiwg

Skill Claude CodeCodex

Abort a running agent loop and optionally revert changes.

not rated 224 +1 changed 1mo ago A SkillSpector: warn 14 tokens original MIT

ralph-analytics

10

jmagly/aiwg

Skill Claude CodeCodex

Show analytics and metrics from agent loop execution history.

not rated 224 +1 changed 1mo ago A SkillSpector: pass 14 tokens original MIT

ralph-attach

11

jmagly/aiwg

Skill Claude CodeCodex

Attach to a running agent loop's live output stream.

not rated 224 +1 changed 1mo ago A SkillSpector: pass 15 tokens original MIT

ralph-config

12

jmagly/aiwg

Skill Claude CodeCodex needs its repo

View and configure agent loop settings — show, set, reset, and apply named presets.

not rated 224 +1 changed 1mo ago B SkillSpector: warn 21 tokens original MIT

ralph-external

13

jmagly/aiwg

Skill Claude CodeCodex needs its repo

Crash-resilient external loop with state persistence and CI/CD integration.

not rated 224 +1 changed 1mo ago A 18 tokens copy · 91% MIT

ralph-memory

14

jmagly/aiwg

Skill Claude CodeCodex needs its repo

Manage Al semantic memory entries — list, query, and clear lessons learned across loop iterations.

not rated 224 +1 changed 1mo ago A SkillSpector: warn 21 tokens original MIT

ralph-reflect

15

jmagly/aiwg

Skill Claude CodeCodex

View and manage agent loop reflections and episodic memory.

not rated 224 +1 changed 1mo ago A SkillSpector: pass 15 tokens original MIT

ralph-resume

16

jmagly/aiwg

Skill Claude CodeCodex needs its repo

Resume an interrupted agent loop from last checkpoint.

not rated 224 +1 changed 1mo ago C 13 tokens original MIT

ralph-status

17

jmagly/aiwg

Skill Claude CodeCodex

Check status of current or previous agent loop.

not rated 224 +1 changed 1mo ago C 12 tokens original MIT

ralph

18

jmagly/aiwg

Skill Claude CodeCodex

Execute iterative task loop until completion criteria are met - iteration beats perfection.

not rated 224 +1 today A SkillSpector: warn 16 tokens original MIT

jmagly/aiwg

Skill Claude CodeCodex

Inject relevant past reflections into agent context at iteration start so agents learn from prior mistakes without repeating them.

not rated 224 +1 changed 1mo ago A SkillSpector: pass 23 tokens original MIT

agent-persistence

20

jmagly/aiwg

Skill Claude CodeCodex

Enable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions, false-positive overrides, and recovery escalation.

not rated 224 +1 today A SkillSpector: warn 31 tokens original MIT

jmagly/aiwg

Skill Claude CodeCodex

Guide or repair a headless Linux AIWG Cockpit plus Agentic Sandbox deployment when host topology, SSH access, service persistence, or runtime readiness must be planned safely.

not rated 224 +1 today A SkillSpector: pass 41 tokens original MIT

setup-generate

22

jmagly/aiwg

Skill Claude CodeCodex

Generate a setup.manifest.yaml file for a project using the setup.aiwg.io/v1.

not rated 224 +1 today B SkillSpector: warn 26 tokens original MIT

setup-run

23

jmagly/aiwg

Skill Claude CodeCodex

Execute a setup.aiwg.io/v1 SetupManifest, performing cross-platform installati.

not rated 224 +1 today A SkillSpector: warn 21 tokens original MIT

setup-validate

24

jmagly/aiwg

Skill Claude CodeCodex

Validate a setup.aiwg.io/v1 SetupManifest file against the schema and run cons.

not rated 224 +1 today A SkillSpector: warn 23 tokens original MIT

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