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Apex Contracts Reliability

  • 1 repo stars
  • Updated June 30, 2026
  • Skobyn/Apex-Dev-Skills

Validates tool contracts and detects flaky agent failures: infers per-tool schemas, flags contract drift, and catches non-deterministic failures.

About

apex-contracts-reliability combines tool-contract validation with runtime reliability checks: a PostToolUse ledger infers per-tool schemas and flags contract drift, while FlakeGuard detects non-deterministic agent failures like retries and flaky tools. Agent developers use it to keep tool integrations stable and reproducible.

  • Infers per-tool schemas from a ledger
  • Flags tool-contract drift
  • FlakeGuard non-deterministic failure detection

Apex Contracts Reliability by the numbers

  • Data as of Jul 7, 2026 (Skillselion catalog sync)
/plugin marketplace add Skobyn/Apex-Dev-Skills
/plugin install apex-contracts-reliability@apex-dev-skills

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repo stars1
Last updatedJune 30, 2026
RepositorySkobyn/Apex-Dev-Skills

What it does

Validates tool contracts and detects flaky agent failures: infers per-tool schemas, flags contract drift, and catches non-deterministic failures.

README.md

apex-contracts-reliability

Tool-contract validation + runtime reliability: a PostToolUse ledger that infers per-tool schemas and flags contract drift, plus FlakeGuard detection of non-deterministic agent failures (retries, partial failures, flaky tools).

Trust your tools, not your luck. Watches every tool and MCP call an agent makes, infers each tool's contract, and tells you the moment that contract drifts — or a tool starts failing non-deterministically.

Ordinary tests and linters check your source code. They say nothing about the live tool-call traffic an agent produces at runtime — which is exactly where two of the most expensive, hardest-to-reproduce failures hide:

  • Contract drift — an MCP server adds a field, drops a field, or flips a type. Nothing errors; the agent just quietly gets data it wasn't built to read. (tool-contract-check)
  • Flaky tools — a call fails, you re-run, it passes, and you call it a fluke. It wasn't: the tool is non-deterministic, and across an autonomous loop that flakiness compounds into wasted iterations. (flake-guard)

apex-contracts-reliability captures both from real traffic — zero config, no source instrumentation, no MCP server of its own.

What it does

A single capture-tool-io.sh hook is bound to PreToolUse and PostToolUse for every tool ("*"). On each call it appends one record — the shape of the input (and output), never the raw values — to a local JSONL ledger at .claude/contracts-reliability/ledger.jsonl. Two analyses run over that ledger:

Feature Lens Surfaces
F1 ToolContractCheck (tool-contract-check skill) shape Per-tool inferred schema (first call = baseline) and any later call that adds a field, drops a field, or changes a type — flagged as CONTRACT DRIFT.
F2 FlakeGuard (flake-guard skill) success/failure Per-tool failure rate, retry runs (repeated identical calls), and flip-flops (same call succeeds then fails) — flagged as FLAKY.

Render either report with /apex-contracts-reliability:reliability-report (reliability by default, drift, or all), or run the analyzer directly. It exits 3 when drift or flakiness is found, so it can gate a loop or CI step.

The capture hook is observational only — it never blocks a tool call and exits cleanly on any error, so it is safe to leave installed everywhere.

Install

# From the Apex marketplace
/plugin marketplace add Skobyn/Apex-Dev-Skills
/plugin install apex-contracts-reliability@apex-dev-skills

# …or test locally against this repo
claude --plugin-dir ./plugins/apex-contracts-reliability

Then /reload-plugins (or restart Claude Code) to activate. The hook starts recording on the next tool call; invoke a few tools, then run the report.

Quick start

# Let an agent run normally for a bit (the hook records every tool call), then:

# FlakeGuard reliability report
/apex-contracts-reliability:reliability-report

# Contract-drift report
/apex-contracts-reliability:reliability-report drift

# Or call the engine directly (exits 3 on drift/flakiness, 0 when clean)
bash plugins/apex-contracts-reliability/scripts/analyze-ledger.sh reliability
bash plugins/apex-contracts-reliability/scripts/analyze-ledger.sh drift --json

What you get

Surface Name Trigger
Skill tool-contract-check A tool's call shape changed (new/missing field, type flip); reviewing contract drift
Skill flake-guard Intermittent tool failures, retries, or success-then-failure; reviewing reliability
Command /apex-contracts-reliability:reliability-report [drift|all] Render the report from the captured ledger
Hook capture-tool-io.sh (PreToolUse + PostToolUse, "*") Records every tool call's shape to the JSONL ledger

Compatibility

  • Claude Code: 2.0+ (requires the hooks system with PreToolUse / PostToolUse events and ${CLAUDE_PLUGIN_ROOT} / ${CLAUDE_PROJECT_DIR} substitution).
  • python3: 3.8+ (stdlib only) for shape inference and report generation. If python3 is absent the hook degrades to a raw-line append and the analyzer reports that python3 is required.
  • No third-party packages, no MCP server. allowed-tools in the skills and command are an explicit, wildcard-free list (Bash, Read, Grep, Glob).
  • Non-blocking: the capture hook never denies a tool call and exits 0 on any error, so it is safe in any project.

Namespace coordination

This plugin claims the namespace contracts-reliability, following the kebab-case <plugin-stem>-<intent> convention and registered against .claude/tasks/novel-plugins-suite-adr.md. Concrete artifacts:

Key / path prefix Holds
.claude/contracts-reliability/ledger.jsonl the append-only tool-call shape ledger
contracts-reliability:schema/<tool> reserved for inferred per-tool baseline schemas (memory)
contracts-reliability:flaky/<tool> reserved for per-tool flakiness verdicts (memory)

Any future plugin that reads or writes these keys (or this ledger) must claim a non-overlapping prefix and reference this plugin's ADR-0001.

Verification

bash plugins/apex-contracts-reliability/scripts/smoke.sh

The smoke script runs structural checks (plugin.json keys, no enumerated surface arrays, kebab-case skill names, no wildcard tools, command frontmatter, valid hooks/hooks.json, README sections, ADR status, script executability). It exits non-zero on the first failing check and names what's wrong.

Architecture Decisions

License

MIT — see the repo-level LICENSE.

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