feat(algorithm): v1.8.1 — deploy verification, output templates, batch edits#760
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nbost130 wants to merge 1 commit intodanielmiessler:mainfrom
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feat(algorithm): v1.8.1 — deploy verification, output templates, batch edits#760nbost130 wants to merge 1 commit intodanielmiessler:mainfrom
nbost130 wants to merge 1 commit intodanielmiessler:mainfrom
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…h edits Three additions to Algorithm v1.8.0 derived from reflection mining: - DEPLOY TARGET CHECK (PLAN phase): Auto-include ISC-DEPLOY criterion when project has a known deploy target. Prevents treating "commit and push" as complete when the service still runs old code. - OUTPUT TEMPLATE (PLAN phase): Write output skeleton in PLAN before dispatching research agents. Eliminates context waste on structural decisions during synthesis. - BATCH FILE EDITS (BUILD phase): When 4+ file edits needed, read all targets in parallel first, then apply edits in parallel. Prevents interleaved read/edit round-trips. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Summary
Three additions to Algorithm v1.8.0 derived from PAI's internal reflection mining system (algorithm self-improvement feedback loop):
Deploy Target Check (PLAN phase): Auto-include
ISC-DEPLOYcriterion when project has a known deploy target. Prevents the failure mode where "commit and push" is treated as complete but the service is still running old code.Output Template (PLAN phase): For tasks with structured output, write the skeleton in PLAN before dispatching research agents. Eliminates context waste on structural decisions during synthesis.
Batch File Edits (BUILD phase): When 4+ file edits are needed, read all targets in parallel first, then apply all edits in parallel. Prevents interleaved read/edit round-trips.
Related
This PR is a direct result of #735 (learning pipeline). The MineRatings tool and ReflectionCapture hook from #735 captured 14 algorithm reflections, which were then mined using the MineReflections workflow to produce these three upgrade candidates. This is the feedback loop working as designed: capture → mine → triage → implement → contribute back.
Files Changed
Releases/v3.0/.claude/skills/PAI/Components/Algorithm/v1.8.1.md(new — copy of v1.8.0 + 3 additions)Releases/v3.0/.claude/skills/PAI/Components/Algorithm/LATEST(v1.8.0 → v1.8.1)Evidence
These additions were identified by mining 14 algorithm reflections (Q1-Q3 self-critique entries), triaging through a 3-question filter (still happening despite rules? system vs skill problem? adds or removes complexity?), and implementing the surviving candidates.
Test Plan
LATESTpoints tov1.8.1RebuildPAI.tsproduces validSKILL.mdwith all three additions🤖 Generated with Claude Code