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A Claude/Codex plugin that integrates with the thinqOS CLI for session priming, context capture, and incremental capture hooks
Three tools with minimal schema documentation and generic descriptions. No input schemas visible for prime-session; capture and capture-incremental have only transcript_path parameter documented. Descriptions are functional but lack LLM-optimization guidance (10-50 chars, below 194-char baseline). No output schemas documented. No error handling guidance. No parameter constraints, enums, or validation rules. Tools appear to be shell script wrappers around a CLI, with implementation details leaking into descriptions rather than user-facing intent.
Captures session context and posts it over the network via the thinqos CLI hook capture command, executed asynchronously to avoid blocking the turn
Captures incremental session context with debouncing to avoid excessive network posts, respecting a configurable minimum interval between captures
Primes a session by calling the thinqos CLI hook prime command, with optional self-update of the CLI
prime-session has NO visible input schema. Tool definition appears incomplete or inferred from shell script.
All three tools lack documented output schemas. LLMs cannot plan downstream calls or extract required fields without knowing what the tool returns.
Descriptions are implementation-focused ('calls the thinqos CLI hook prime command') rather than user-intent-focused. No guidance on WHEN to use each tool or what problem it solves for the user.
capture and capture-incremental both accept transcript_path but lack parameter constraints: no description of expected format, file existence requirements, or error handling if path is invalid or missing.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 36 | 2026-07-28+ | v2 |
No error handling guidance. Descriptions do not explain what happens on failure, whether calls are retryable, or what the LLM should do if the thinqos CLI is not installed or the network is unreachable.