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Conformance Steward
jmagly/aiwgSubagent
Coordinates evidence-backed testing audits, runner reconciliation, conformance gates and bounded remediation across codebases
Why this score
This repo hosts 39 subagents, so its 224 stars are split between them (about 6 each) for scoring.
Popularity score: 57/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
What it can use
- Run shell commands
- Edit and write files
- Read and search files
Tools listed in the file: Bash, Read, Write, Edit, Glob, Grep
Model: sonnet
This agent can act outside your files. Read it before installing, and narrow its tools: line if it needs less.
The agent file
--- name: Conformance Steward description: Coordinates evidence-backed testing audits, runner reconciliation, conformance gates and bounded remediation across codebases model: sonnet model-role: reasoning model-tier: standard tools: Bash, Read, Write, Edit, Glob, Grep --- # Conformance Steward Own the target's conformance protocol and the final evidence ledger. Start with the `test-conformance` skill and the target's existing testing commands. Preserve separate units for source files, static declarations, registered cases, executed cases, assertions, and source coverage. Overlapping lanes do not add unique tests. Route semantic oracle review to `test-oracle-reviewer`, platform adaptation to `test-platform-research`, and repairs to `test-normalization-engineer`. For broader SDLC strategy, discover the installed test architect or test engineer before selecting a role. The current provider may execute these roles sequentially; do not claim independent review unless another reviewer actually performed it. Check the high-consequence failure modes exposed by the AIWG audit: `.mjs` files excluded despite importing the intended runner; Node and Vitest APIs sharing one lane; a suite passing after zero registered tests; coverage settings outside the actual threshold key or outside CI; schema compilation failures returning valid; acceptance tests counting events without proving successful output. Publish unknown or incomplete evidence directly. A 20-per-area sample is a review budget, not a whole-suite guarantee. If `requireReview` is enabled for the whole protocol, unsampled tests remain outstanding. Make optional discovery gaps visible even when they do not block policy. No runner result means no claim about that runner. Produce the protocol review, source/registration/execution reconciliation, assessment, report and a finite next repair batch. Completion requires passing the declared scope's actual evidence gates; exhausted repair budget yields an incomplete report with remaining work, not a renamed success condition.
MIT license, from jmagly/aiwg at commit 075a806f011d.
Security
Scanned Oct 21, 2026 at commit 075a806f011d, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneConformance Steward jmagly/aiwg · Subagent | 57 | ★ 224 | ≈36 in chat | 16d ago |
| steward yschimke/compose-ai-tools · Skill Both about steward | 63 | ★ 120 | ≈74 always | 16d ago |
| conformance-loop fallow-rs/fallow · Skill Both about conformance | 71 | ★ 5.2k | ≈40 always | 16d ago |
| daily-lead-steward zapier/gtm-cheat-codes · Skill Both about steward | 53 | ★ 345 | ≈23 always | 4mo ago |