mahmoudimus
22 verified skills88 total stars
memories-learn
Extract learnings from session transcripts and store in semantic memory database
data-ai4
simba-codex-lifecycle
Enforce Simba's Codex lifecycle routine for coding tasks. Use when starting or finishing implementation work in a Simba-enabled repo to run `simba codex-status` at start, `simba codex-extract` when extraction is pending, and `simba codex-finalize` before final handoff.
development4
turbo-index
Index the current project for optimized search with QMD semantic search and fast file suggestions. Run this when entering a new codebase or after significant changes. Saves 60-80% tokens on exploration tasks.
development4
qmd
Local hybrid search for markdown notes and docs. Use BEFORE reading files to save tokens - search first, read only what's relevant. Provides 90% token savings on exploration tasks.
documentation4
memories-sanitize
Review recent memories and remove invalid or misleading ones from the semantic memory database
data-ai4
memory-stats
View statistics and recent entries from the persistent memory database. Shows session count, knowledge areas, facts, and recent activity.
data-ai4
token-stats
Show token economics comparing usage with turbo-search vs without. Demonstrates actual savings from search-first approach.
tools4
simba-codex-lifecycle
Enforce Simba's Codex lifecycle routine for coding tasks. Use when starting or finishing implementation work in a Simba-enabled repo to run `simba codex-status` at start, `simba codex-extract` when extraction is pending, and `simba codex-finalize` before final handoff.
development4
simba-onboard
Analyze project markdown instruction files and generate consolidated SIMBA core instructions with markers. Use when Codex needs to onboard a repo by reading CLAUDE.md/AGENTS.md and .claude docs, then producing .claude/rules/CORE_INSTRUCTIONS.md (or configured filename), updating core reference blocks, and verifying markers.
development4
simba-onboard
Analyze project markdown instruction files and generate consolidated SIMBA core instructions with markers. Use when Codex needs to onboard a repo by reading CLAUDE.md/AGENTS.md and .claude docs, then producing .claude/rules/CORE_INSTRUCTIONS.md (or configured filename), updating core reference blocks, and verifying markers.
development4
remember
Save the current work session to persistent memory for future context. Summarizes accomplishments, tracks files modified, and stores learnings for cross-session continuity.
tools4
memories-recall-verify
Self-correcting memory recall — when recalled memories are ambiguous or conflicting, re-query for the specific entity (or ask) before answering, and never fabricate when memory is insufficient
testing4
memories-sanitize
Review recent memories and remove invalid or misleading ones from the semantic memory database
data-ai4
remember
Save the current work session to persistent memory for future context. Summarizes accomplishments, tracks files modified, and stores learnings for cross-session continuity.
tools4
memories-recall-verify
Self-correcting memory recall — when recalled memories are ambiguous or conflicting, re-query for the specific entity (or ask) before answering, and never fabricate when memory is insufficient
testing4
memory-stats
View statistics and recent entries from the persistent memory database. Shows session count, knowledge areas, facts, and recent activity.
data-ai4
qmd
Local hybrid search for markdown notes and docs. Use BEFORE reading files to save tokens - search first, read only what's relevant. Provides 90% token savings on exploration tasks.
documentation4
simba-codex-lifecycle
Enforce Simba's Codex lifecycle routine for coding tasks. Use when starting or finishing implementation work in a Simba-enabled repo to run `simba codex-status` at start, `simba codex-extract` when extraction is pending, and `simba codex-finalize` before final handoff.
development4
simba-onboard
Analyze project markdown instruction files and generate consolidated SIMBA core instructions with markers. Use when Codex needs to onboard a repo by reading CLAUDE.md/AGENTS.md and .claude docs, then producing .claude/rules/CORE_INSTRUCTIONS.md (or configured filename), updating core reference blocks, and verifying markers.
development4
token-stats
Show token economics comparing usage with turbo-search vs without. Demonstrates actual savings from search-first approach.
tools4
turbo-index
Index the current project for optimized search with QMD semantic search and fast file suggestions. Run this when entering a new codebase or after significant changes. Saves 60-80% tokens on exploration tasks.
development4
memories-learn
Extract learnings from session transcripts and store in semantic memory database
data-ai4