real-client-verify

real-client-verify is an Agent behaviour & coding discipline skill for AI agents, published by hooyao in the copilot-bridge repository on GitHub. Skillspace rates real-client-verify D (66/100) and it passed the safety scan; the rating is based on static analysis only.

Verify a copilot-bridge change by driving the REAL headless client (codex.exe / claude.exe) through a running bridge and reading the CLIENT'S OWN evidence — the flywheel that turns "did the client actually execute?" into the thing that drives the next fix. Use this WHENEVER you touched bridge code that affects a client (tool protocol, Codex /responses T1–T4, Claude /cc, routing, streaming, detectors), are about to ship/PR a fix, or say things like "test through real codex/claude", "verify this fix end to end", "does the client actually run the tool", "did the exec/tool call work". A bridge HTTP 200 and a green unit test are NOT proof and must never be reported as one: codex records the "incompatible payload" tool-router fatal ONLY in its own logs_2.sqlite while the bridge stays 200. Run the client on a task that hits the code path you changed, then read the client's log — that is the verdict. Do NOT skip this by claiming it "needs the desktop app" or "can't be headless"; it can, and…

Grade
D
Quality
66 / 100
Safety
Passed
GitHub stars
21

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubhooyao/copilot-bridge

Our review

Architecture
84 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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