retro

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Scientific session-closing retrospective: scan the current conversation, turn each signal into a falsifiable hypothesis, cite session evidence for AND against it, assign a verdict (supported / refuted / inconclusive) and a confidence level, then promote only supported, sufficiently-confident hypotheses into the harness memory tiers (.oh/memory/MEMORY.md, .oh/context/IDENTITY.md) behind a propose-then-confirm gate. Reflects on six learning/knowledge subsystems through the lens of this session — continual learning, context compression, reinforcement learning, wiki, docs, and memory scaffolding — and points at the deep-dive lint/audit skills rather than running them. Operationalizes the Memory Improvement Protocol (.oh/skills/retro/references/memory-protocol.md) as an explicit, evidence-driven, session-closing skill rather than a per-run afterthought. Always appends a log entry. TRIGGER when: /retro invoked, or session closing with decisions, surprises, or failures worth preserving.

AI & Automation 38 stars 3 forks Updated today Apache-2.0

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Skill Content

# Retro Scientific session-closing retrospective. Turn the current conversation's signals into falsifiable hypotheses, test each against session evidence (for and against), assign a verdict and confidence, and promote only the supported, sufficiently-confident ones — with explicit confirmation — into the harness memory tiers (`.oh/memory/MEMORY.md`, `.oh/context/IDENTITY.md`). Always appends a log entry regardless of outcome. This is the deliberate "Improve" pass of the Memory Improvement Protocol defined in `.oh/skills/retro/references/memory-protocol.md`, now evidence-driven. Running it as a named skill turns an optional afterthought into a first-class, propose-then-confirm operation — and the scientific layer guards against overfitting a single session into a durable lesson. Use the self-contained helpers in `${CLAUDE_SKILL_DIR}/scripts/` for deterministic checks and log rendering; use `${CLAUDE_SKILL_DIR}/references/report-schema.md` as the output contract. Shared repo primitives such as `.oh/scripts/locked-append.sh` are allowed only for cross-skill infrastructure. ## When to use - `/retro` invoked explicitly to close a session. - Proactively, after a session that produced decisions, surprises, regressions, or failure modes the next agent would benefit from knowing. ## When NOT to use - **`/audit harness`** — audits harness code health via four parallel sub-agents. That is a structural audit, not a behavioral/conversational pass. - **`/audit context`** — scores th...

Details

Author
mifunedev
Repository
mifunedev/openharness
Created
5 months ago
Last Updated
today
Language
TypeScript
License
Apache-2.0

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