ClawForage Prompt Optimizer

The skill claims to analyze conversation transcripts and suggest SOUL.md changes and skills. The included scripts and templates directly implement that: extract-transcripts.sh parses JSONL session files, templates/weekly-report.md defines the report shape, and validate-report.sh checks for required sections. Required binaries (jq, bash) are appropriate and expected.

The runtime instructions explicitly read user transcripts (~/.openclaw/agents/default/sessions/) and memory/SOUL.md and write reports to memory/optimization/day-{DATE}.md — this is consistent with the stated purpose but does involve reading sensitive local data (transcripts and agent configuration). Two operational inconsistencies to note: (1) SKILL.md says to create a daily report but validate-report.sh looks for the literal header '# ClawForage Weekly Optimization' (a weekly header) — reports that do not include that exact header will fail validation; (2) SKILL.md uses a {baseDir} placeholder when invoking scripts (bash {baseDir}/scripts/...), so the agent runtime must substitute baseDir correctly or the script call may fail. Also, extract-transcripts.sh concatenates all files into one shell variable (ALL_MESSAGES) which can be memory-heavy on very large archives — operational risk, not malicious.

There is no install spec that downloads or executes remote code; the skill is delivered with local scripts and templates. That reduces supply-chain risk. The code files are plain shell scripts and a template; nothing is fetched from external URLs during install.

The skill requests no environment variables or credentials. It does require access to local transcript files and memory/SOUL.md which is proportionate to its purpose. No unrelated secrets or config paths are requested.

always:false (not force-included) and disable-model-invocation:false (normal autonomous invocation allowed). The skill does not request system-wide config changes or the modification of other skills. It writes its own report files under memory/optimization as intended.