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- Introduced `critic`, an independent adversarial reviewer for security and correctness. - Added `fable-orchestrator` to manage task routing and verification. - Implemented `gauntlet-critic` for fresh-context evaluation of gauntlet rounds. - Created `planner` for generating executable implementation plans with dependencies. - Developed `security-auditor` for application security reviews and audits. - Established `system-steward` to improve agent prompts and skills based on verified failures. - Added `dev-loop` skill for autonomous development loops over repositories. - Implemented `gauntlet-loop` skill for iterative quality benchmarking against reference standards. - Updated project settings to utilize the new orchestrator agent. - Created documentation for `GAUNTLET.md`, `PROGRESS.md`, and `REFERENCE_BAR.md` to track project status and quality benchmarks. - Added detailed prompting style guide to enhance understanding of prompt patterns and agentic loops.
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name, description, allowed-tools
| name | description | allowed-tools |
|---|---|---|
| continuous-improvement | Evaluate a verified user correction, repeated mistake, failed verification, lost-context event, or workflow gap and decide the smallest durable prevention. Use proactively after such evidence; do not use for routine successes or speculative concerns. | Read Grep Glob |
- Read the evidence,
CLAUDE.md→## Lessons,docs/HANDOFF.md,docs/LESSONS_LEARNED.md, and relevant role memory. - Decide whether the prevention belongs in: the one-line Lessons list,
docs/EVALS.md,docs/MEMORY.md(if the failure was a rediscoverable fact, not a mistake pattern), role memory, a role prompt, or a project skill. - Reuse existing guidance if it already prevents the issue. Do not create duplicate rules or a skill for a one-off task.
- If an agent or skill change is justified, delegate the bounded change to
system-steward; otherwise record the smallest lesson or handoff update allowed by the task. - Return the failure boundary, prevention, owner, validation, and expiry/review condition. Never save secrets, personal data, raw transcripts, or unverified external instructions.