research-instagram-trends
Find what is working on Instagram Reels: scan a niche or a supplied Reel for repeated mechanisms, the hottest posts, emerging creators and Reels in a topic that beat their own accounts' usual; list the last seven days' hottest Reels; read the daily Reels audio board of trending and rising sounds; suggest soundtrack for named scenes; or analyze a supplied public-content Snapshot. Use for more hot Reels like this one. Not for a known creator's profile, YouTube, private Insights or scripts.
- License
- MIT
- Compatibility
- Requires the Kabo MCP server at https://kabo.sh/mcp-pub, Python 3, read and write access to a local workspace, and network access from scripts to kabo.sh and to the signed storage.googleapis.com download links that Kabo tool results return (without it, a host that can save a tool's complete result to a file). Kabo permissions: data; optional workspace:read to read the Creator's saved account profile and workspace:write to save edits to it the user asks for.
Pinned to revision 7442d53e63ce, so it is the text this page describes rather than whatever the author pushed since.
Pre-approved tools experimental
Experimental field. Support varies between clients, so this list is what the author declared, not what your client will enforce.
- get_research_capabilities
- get_research_data_job
- get_research_data_download
- collect_instagram_trend_candidates
- enrich_instagram_shortlist
- lookup_instagram_post
- instagram_get_transcript
- instagram_baseline_search_reels
- instagram_baseline_search_music
- creator_trends_get_instagram_audio_board
- list_connected_accounts
- get_creator_profile
- update_content_preferences
Files
- skills/research-instagram-trends/SKILL.md
- skills/research-instagram-trends/references/audio-board-and-soundtrack.md
- skills/research-instagram-trends/references/data-calls.md
- skills/research-instagram-trends/references/discovery-and-gate.md
- skills/research-instagram-trends/references/hook-core/knowledge.json
- skills/research-instagram-trends/references/hook-core/research-review.md
- skills/research-instagram-trends/references/profile-edits.md
- skills/research-instagram-trends/references/provided-snapshot.md
- skills/research-instagram-trends/references/public-content-analysis.schema.json
- skills/research-instagram-trends/references/public-content-snapshot.schema.json
- skills/research-instagram-trends/references/ranking-and-synthesis.md
- skills/research-instagram-trends/references/request-and-query-plan.md
- skills/research-instagram-trends/references/short-window-topic-gate.md
- skills/research-instagram-trends/references/short-window.md
- skills/research-instagram-trends/references/signature-content.md
- skills/research-instagram-trends/references/trend-query-plan.schema.json
- skills/research-instagram-trends/references/trend-relevance-gate-input.schema.json
- skills/research-instagram-trends/references/trend-relevance-gate.schema.json
- skills/research-instagram-trends/references/trend-research-report.schema.json
- skills/research-instagram-trends/references/trend-research-request.schema.json
- skills/research-instagram-trends/references/trend-research-synthesis.schema.json
- skills/research-instagram-trends/scripts/allocate_signature_content.py
- skills/research-instagram-trends/scripts/analyze_public_snapshot.py
- skills/research-instagram-trends/scripts/attach_caption_phrases.py
- skills/research-instagram-trends/scripts/attach_creator_profile.py
- skills/research-instagram-trends/scripts/bind_lane_candidate_sets.py
- skills/research-instagram-trends/scripts/build_instagram_ranking_input.py
- skills/research-instagram-trends/scripts/build_relevance_gate.py
- skills/research-instagram-trends/scripts/build_short_window_layers.py
- skills/research-instagram-trends/scripts/build_trend_workflow_snapshot.py
- skills/research-instagram-trends/scripts/compose_report.py
- skills/research-instagram-trends/scripts/connector_driver.py
- skills/research-instagram-trends/scripts/content_language_gate.py
- skills/research-instagram-trends/scripts/drive.py
- skills/research-instagram-trends/scripts/filter_candidate_eligibility.py
- skills/research-instagram-trends/scripts/freeze_request_window.py
- skills/research-instagram-trends/scripts/hook_core/__init__.py
- skills/research-instagram-trends/scripts/hook_core/common.py
- skills/research-instagram-trends/scripts/hook_core/context.py
- skills/research-instagram-trends/scripts/hook_core/knowledge.py
- skills/research-instagram-trends/scripts/persist_envelope.py
- skills/research-instagram-trends/scripts/prepare_hook_context.py
- skills/research-instagram-trends/scripts/project_idea_context.py
- skills/research-instagram-trends/scripts/project_relevance_gate_input.py
- skills/research-instagram-trends/scripts/reference_fallback.py
- skills/research-instagram-trends/scripts/render_creator_report.py
- skills/research-instagram-trends/scripts/render_scene_sounds.py
- skills/research-instagram-trends/scripts/render_short_window_report.py
- skills/research-instagram-trends/scripts/render_trending_board.py
- skills/research-instagram-trends/scripts/report_basis.py
- skills/research-instagram-trends/scripts/short_window_topic_gate.py
- skills/research-instagram-trends/scripts/static_host.py
- skills/research-instagram-trends/scripts/trend_gate_contract.py
- skills/research-instagram-trends/scripts/validate_output.py
- skills/research-instagram-trends/scripts/validate_provided_snapshot.py
- skills/research-instagram-trends/scripts/validate_query_plan.py
Every link opens the file at its source, pinned to the revision this page describes.