Files
PaperClipAI/packages/skills-catalog/generated/catalog.json
DottaandPaperclip 16b7db35ff Shorten planning skills and measure task decomposition (#15296)
## Thinking Path

> - Paperclip manages work for AI agents.
> - Planning guidance helps agents choose owners and dependencies.
> - The runtime skill favors few tasks, but the catalog skill requires a
child-task breakdown.
> - Both add repeated process instructions that can distract from the
requested outcome.
> - This change keeps the ownership and dependency rules and removes the
required matrix and repeated checklist.
> - A bounded Product E2E comparison measures saved outcomes and task
handoffs before qualification.

## Linked Issues or Issue Description

Refs #11057. Related measurement work: #15218.

**What existing behavior does this improve?**
Planning and delegation through the runtime plan-to-tasks and bundled
task-planning skills.

**Current behavior**
The two skills contain about 1,900 words and conflicting guidance on
whether plans require child tasks.

**Proposed behavior**
Keep cohesive work with one owner. Split only for a real owner, parallel
output, dependency, independent review, or follow-up lifecycle. Preserve
existing authorization and planning mechanics.

## What Changed

- Shorten both skills to about 400 words combined. Preserve their keys
and installed-version behavior.
- Remove the duplicate operational-skill pointer and regenerate affected
source metadata.
- Add twelve explicit Product E2E cells: four scenarios with current,
short and disabled planning skills.
- Use the current task composer and actual create-response ID; calibrate
public skill APIs and browser creation without providers.
- Eliminate an observed collision in chat-test company prefixes with a
per-suite sequence.
- Grade saved documents, exact author/run attribution, child count,
prerequisite execution order, review boundaries and completion handoffs.
- Retain current skill bytes and report source, selections, run
accounting and failures.

## Verification

- `pnpm test:e2e:runner:typecheck`: pass.
- `pnpm test:e2e:runner:unit`: 1,287 Vitest tests and 128 Node checks
pass.
- `pnpm test:e2e:runner -- --list --suite plan-task-guidance`: twelve
local Codex cells.
- Archived current skills match master
`72ff3a9f27e581a27acb49771e8658bbb0bbaa47` exactly.
- Corrected fixture: three real public-API/database calibrations pass
with zero provider runs; all 35 evaluator checks and Product E2E
typecheck pass.
- Setup campaign
[37399550253](https://github.com/paperclipai/paperclip/actions/runs/37399550253)
was canceled after source review found unsupported bundled edits and
automatic core reinstallation. Its paid-cell step was skipped: zero
provider runs, no behavioral grade.
- The next setup
[37401094799](https://github.com/paperclipai/paperclip/actions/runs/37401094799)
failed before task creation on the old title-field selector: zero actual
runs, original FAIL retained, cleanup passed. A real browser/API
calibration of the new helper passes with paused non-provider agents and
zero runs.
- Full local typecheck/build pass. Full local tests retain one unchanged
five-minute Git streaming timeout (also fails isolated), 9,591 passes
and 5,796 skips. CI's chat failure was a proven random fixture-prefix
collision; five affected cases pass after the test-only repair.
- Paid behavior comparison and new-head CI/review remain pending. This
PR remains a draft.

## Risks

- The shorter text may change delegation decisions. Live outcomes are
not yet qualified.
- The initial comparison uses one profile and one attempt per cell. It
cannot establish cross-model reliability or cost trends.
- Disabled means unassigned company-owned copies; the company library
remains discoverable. This does not qualify global removal, automatic
accepted-plan wiring changes, or installed-copy migration.
- Skill availability does not prove a model read or cognitively used it.
- No provider/tool protocol, permission, timeout or runtime lifecycle
behavior changes in production.

## Model Used

OpenAI Codex (GPT-6), with repository inspection, code editing and tool
use. The exact backend model ID and context-window size are not exposed
in this session. The declared eval model is native Codex `gpt-5.6-sol`.

## Checklist

- [x] I have included a thinking path that traces from project context
to this change
- [x] I have specified the model used (with version and capability
details)
- [x] I have checked ROADMAP.md and confirmed this PR does not duplicate
planned core work
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] My branch name describes the change (e.g. `docs/...`, `fix/...`)
and contains no internal Paperclip ticket id or instance-derived details
- [ ] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [ ] All Paperclip CI gates are green
- [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [x] I will address all Greptile and reviewer comments before
requesting merge

---------

Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-10-06 09:36:01 -05:00

1166 lines
40 KiB
JSON
Raw Permalink Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
{
"schemaVersion": 1,
"packageName": "@paperclipai/skills-catalog",
"packageVersion": "0.3.1",
"generatedAt": "2026-10-06T01:21:47.421Z",
"skills": [
{
"id": "paperclipai:bundled:docs:doc-maintenance",
"key": "paperclipai/bundled/docs/doc-maintenance",
"kind": "bundled",
"category": "docs",
"slug": "doc-maintenance",
"name": "doc-maintenance",
"description": "Keep project docs aligned with recent code and feature changes — detect drift, update affected pages, and add release-relevant notes without rewriting unchanged sections.",
"path": "catalog/bundled/docs/doc-maintenance",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"engineer",
"product",
"devrel"
],
"requires": [],
"tags": [
"docs",
"documentation",
"release-notes"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 4478,
"sha256": "fb0353386c5e5e5e13bcbb3233f044e3dccecf371f429d6328f26c26d7cb6169"
}
],
"contentHash": "sha256:2e02299210fd17c1fe1867b4ee8c144a11b6fe1fe481f83b8268cfbaaf10f9aa"
},
{
"id": "paperclipai:bundled:paperclip-operations:issue-triage",
"key": "paperclipai/bundled/paperclip-operations/issue-triage",
"kind": "bundled",
"category": "paperclip-operations",
"slug": "issue-triage",
"name": "issue-triage",
"description": "Triage Paperclip inbox issues that are stale, blocked, in-review, or assigned-but-not-progressing, and decide a single next action per issue (resume, reassign, unblock, escalate, or close).",
"path": "catalog/bundled/paperclip-operations/issue-triage",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"manager",
"ceo",
"engineer"
],
"requires": [],
"tags": [
"paperclip",
"triage",
"inbox",
"workflow"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 4042,
"sha256": "df5bdc8bf5e017b7ba5f70a4b5323fad51d0c323278f386580f26cf43ad09160"
}
],
"contentHash": "sha256:88dc13560371fb364963782cb4f6eeb4090fcde92ee3774479428ed6b90e11c1"
},
{
"id": "paperclipai:bundled:paperclip-operations:reflection-coach",
"key": "paperclipai/bundled/paperclip-operations/reflection-coach",
"kind": "bundled",
"category": "paperclip-operations",
"slug": "reflection-coach",
"name": "reflection-coach",
"description": "Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change. Use for evidence-backed coaching proposals, never hot-swaps.",
"path": "catalog/bundled/paperclip-operations/reflection-coach",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"manager",
"general"
],
"requires": [],
"tags": [
"paperclip",
"reflection",
"coaching",
"agents",
"skills"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 12028,
"sha256": "083d5fa8dc43c3ce7747e89c1afb6f6f42d0603a31808bffc5f8e56735f2d865"
}
],
"contentHash": "sha256:f2592d81f616628a3eba92636616424f2eed82ec22bb504240a58f6be115e407"
},
{
"id": "paperclipai:bundled:paperclip-operations:status-card-query",
"key": "paperclipai/bundled/paperclip-operations/status-card-query",
"kind": "bundled",
"category": "paperclip-operations",
"slug": "status-card-query",
"name": "status-card-query",
"description": "Create and maintain agent-authored Paperclip status cards, or compile a prose interest prompt into bounded CompanySearchQuery objects and write the first summary from the assigned Summarizer run.",
"path": "catalog/bundled/paperclip-operations/status-card-query",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"general",
"manager"
],
"requires": [],
"tags": [
"paperclip",
"status",
"search",
"reporting",
"operations"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 6368,
"sha256": "0c6140f51d503cbadc98723ce54c0def48e7e31ea159b0935b8ad6369291498a"
}
],
"contentHash": "sha256:2b6e53bf8491f027afdbd6961ad84f677cfd385a0a6a73616ea84111ca8886ed"
},
{
"id": "paperclipai:bundled:paperclip-operations:summarize-status",
"key": "paperclipai/bundled/paperclip-operations/summarize-status",
"kind": "bundled",
"category": "paperclip-operations",
"slug": "summarize-status",
"name": "summarize-status",
"description": "Write a short, colloquial summary for a Paperclip summary slot: open with the 1–3 specific, concrete actions the reader needs to take right now to unblock the work, then a brief plain-language status, streaming progress as it works.",
"path": "catalog/bundled/paperclip-operations/summarize-status",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"general",
"manager"
],
"requires": [],
"tags": [
"paperclip",
"summary",
"status",
"reporting",
"operations"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 8877,
"sha256": "4cb3d177f5d16e3cc2052d2f80e7fb245ab95e79c1e947abdc84cd4ee3d8c61e"
}
],
"contentHash": "sha256:3e49ee2b8d83d1371fb0f59197bb96c46b64f722540405f46d4a5a756fbe1b89"
},
{
"id": "paperclipai:bundled:paperclip-operations:task-planning",
"key": "paperclipai/bundled/paperclip-operations/task-planning",
"kind": "bundled",
"category": "paperclip-operations",
"slug": "task-planning",
"name": "task-planning",
"description": "Write or revise a useful Paperclip plan with a clear outcome and verification. Use when a plan is requested or uncertainty needs resolving before execution.",
"path": "catalog/bundled/paperclip-operations/task-planning",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"manager",
"engineer",
"product"
],
"requires": [],
"tags": [
"paperclip",
"planning",
"issues",
"delegation"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 1517,
"sha256": "48d6501d6ef481d5b19d0e0cd1507436d1cee1acf155e5038e1f0b2f0230d9e1"
}
],
"contentHash": "sha256:a1724bde58be85c445590aeaa2f5f2f1de2bee24fe62f07fa3b579c6e4b28e6d"
},
{
"id": "paperclipai:bundled:product:paperclip-capsules",
"key": "paperclipai/bundled/product/paperclip-capsules",
"kind": "bundled",
"category": "product",
"slug": "paperclip-capsules",
"name": "paperclip-capsules",
"description": "Generate, implement, or review Paperclip capsule visuals. Use for capsule art, agent capsules, heartbeat status capsules, identicons, capsule banks, or brand-usage validation.",
"path": "catalog/bundled/product/paperclip-capsules",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"designer",
"product",
"engineer",
"marketing"
],
"requires": [],
"tags": [
"paperclip",
"brand",
"capsules",
"agents",
"visual-design",
"hyperframes"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 5831,
"sha256": "dd659ccb46e105336eb00fbe689b1d5531347fc69493c3156390d40ee413c93e"
},
{
"path": "references/generator-workflows.md",
"kind": "reference",
"sizeBytes": 4356,
"sha256": "b5f72e5b6683e8f93f2d852e84c2cc19e6ab438b250bf777dfb2480dd4f6e1b6"
},
{
"path": "references/hero-capsule-bank.md",
"kind": "reference",
"sizeBytes": 5981,
"sha256": "ec3d34113aa7bb527560d1eb4d8ab7667c73e18284c85a2019122743a767525a"
},
{
"path": "references/identicon-prototyper.md",
"kind": "reference",
"sizeBytes": 6669,
"sha256": "0b19419efa1396a402097decabe24ea9ae649678569449c8ce855e0678df6bfe"
},
{
"path": "references/individual-status-capsules.md",
"kind": "reference",
"sizeBytes": 5031,
"sha256": "be1f2eccf96b4d2deefe45b3bc1dd0a3597278472c2ffedadc43c57161e9103d"
}
],
"contentHash": "sha256:a2b26cf6895affeeb70c85567a061094450a59bd3c4fdcf28ee65858599ac12c"
},
{
"id": "paperclipai:bundled:product:wireframe",
"key": "paperclipai/bundled/product/wireframe",
"kind": "bundled",
"category": "product",
"slug": "wireframe",
"name": "wireframe",
"description": "Produce low-fidelity black-and-white UI wireframes as SVGs or viewer pages. Use when asked to wireframe, sketch a screen, draft a layout, make a low-fi mockup, or publish wireframes.",
"path": "catalog/bundled/product/wireframe",
"entrypoint": "SKILL.md",
"trustLevel": "assets",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"designer",
"product",
"engineer"
],
"requires": [],
"tags": [
"design",
"wireframe",
"ux",
"prototyping",
"svg"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 11509,
"sha256": "6992047cc97b67211cc8c1183718ab9aa26b8afc34c70d54d20558c215daaf48"
},
{
"path": "assets/site-template.html",
"kind": "asset",
"sizeBytes": 14791,
"sha256": "8886ad77c386c17b0457f11624aab136c33db7f28dcd6f10fc18e9d833d0950f"
},
{
"path": "assets/template-mobile.svg",
"kind": "asset",
"sizeBytes": 925,
"sha256": "dc32af257df1f986b87a7b30a6104de825057dc4d6f12b381f5a28308f0002f0"
},
{
"path": "assets/template.svg",
"kind": "asset",
"sizeBytes": 1262,
"sha256": "63f8adb8eb4b21dea6fd442b9e9312704c419535eb577d4ef0bfb54410fd576b"
},
{
"path": "references/components.md",
"kind": "reference",
"sizeBytes": 14806,
"sha256": "4ce18f418d78b13cdfa6fe8070173044a631576cd2b999571e6703f58894496c"
},
{
"path": "references/examples.md",
"kind": "reference",
"sizeBytes": 16108,
"sha256": "18f486e95a578a50cf6c9f93394b82534392771320692e4876edf17054bfae55"
},
{
"path": "references/grid-system.md",
"kind": "reference",
"sizeBytes": 4581,
"sha256": "017260d2216859d57e5fa869e0efc6b88c7ed4d8a8a4f5af04fe89a3ef2445bd"
}
],
"contentHash": "sha256:7106d84fc9db2053090f692706e41cfc586e7dd85a44f568e3319c4eefbdde46"
},
{
"id": "paperclipai:bundled:quality:qa-acceptance",
"key": "paperclipai/bundled/quality/qa-acceptance",
"kind": "bundled",
"category": "quality",
"slug": "qa-acceptance",
"name": "qa-acceptance",
"description": "Produce QA acceptance criteria and a manual validation plan for a feature change — golden path, edge cases, error states, performance limits, and explicit pass/fail evidence.",
"path": "catalog/bundled/quality/qa-acceptance",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"qa",
"engineer",
"product"
],
"requires": [],
"tags": [
"qa",
"acceptance",
"validation",
"testing"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 3861,
"sha256": "c631b437ab26d104af6cdb963d8f679a9341439041b3cb3ec8835f4ff551b378"
}
],
"contentHash": "sha256:32372dacaf62e93454b9855968c4eec96456ba78b509f450b3dfaa48e31ef356"
},
{
"id": "paperclipai:bundled:software-development:github-pr-workflow",
"key": "paperclipai/bundled/software-development/github-pr-workflow",
"kind": "bundled",
"category": "software-development",
"slug": "github-pr-workflow",
"name": "github-pr-workflow",
"description": "Prepare a GitHub pull request from a feature branch — branch hygiene, commit shape, title/body, verification notes, screenshots for UI work, and replies to review comments.",
"path": "catalog/bundled/software-development/github-pr-workflow",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"engineer"
],
"requires": [],
"tags": [
"github",
"pull-requests",
"code-review",
"release"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 3970,
"sha256": "f498ec4ebb1779dea37adeb1db8a8b22316282798e35ee02e2fc5ff627d7e261"
}
],
"contentHash": "sha256:90f278c89aa0711be150c1cd2456ca25620d02f36995b113ca9837d756a37f6c"
},
{
"id": "paperclipai:optional:browser:agent-browser",
"key": "paperclipai/optional/browser/agent-browser",
"kind": "optional",
"category": "browser",
"slug": "agent-browser",
"name": "agent-browser",
"description": "Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms — for verification tasks, not unattended automation.",
"path": "catalog/optional/browser/agent-browser",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"qa",
"engineer",
"researcher"
],
"requires": [],
"tags": [
"browser",
"puppeteer",
"playwright",
"verification"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 5133,
"sha256": "362f7b9d02297782bc6f0c093f495b8a0304a75bcf4b42e5c280a42b1f757b7d"
}
],
"contentHash": "sha256:eabb2c9f7b5e1a27ebb1e05a711d61433a266478154cd671a685e99e67aadea2"
},
{
"id": "paperclipai:optional:content:release-announcement",
"key": "paperclipai/optional/content/release-announcement",
"kind": "optional",
"category": "content",
"slug": "release-announcement",
"name": "release-announcement",
"description": "Write a release announcement — changelog, blog post, in-app note, or social post — that leads with user impact, names the audience, and includes upgrade/migration steps without filler.",
"path": "catalog/optional/content/release-announcement",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"devrel",
"product",
"writer"
],
"requires": [],
"tags": [
"release",
"changelog",
"announcement",
"communication"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 6945,
"sha256": "d745cca96350518fabae14f5c407d779e1df2c5d091b5b4a5c55bb888b569e5f"
}
],
"contentHash": "sha256:efe8ea89b552df95222609867c9c75f1b40e16f457d34e7e4a124f54daa33efa"
},
{
"id": "paperclipai:optional:content:simplified-english",
"key": "paperclipai/optional/content/simplified-english",
"kind": "optional",
"category": "content",
"slug": "simplified-english",
"name": "simplified-english",
"description": "Write user-facing comments, plans, and documents in ASD-STE100 Simplified Technical English — short, unambiguous sentences with approved words and one meaning each — so readers understand them the first time.",
"path": "catalog/optional/content/simplified-english",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"engineer",
"product",
"writer",
"devrel"
],
"requires": [],
"tags": [
"writing",
"communication",
"clarity",
"style"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 1578,
"sha256": "a0f7385599873910e2fabf400346016a07dacbc7ece27c0e3616ae8fd94ebfbb"
}
],
"contentHash": "sha256:642321f40d51e0125df05c6fbace49aeb07ec30392058756909c259c9c5eac6a"
},
{
"id": "paperclipai:optional:finance:ramp",
"key": "paperclipai/optional/finance/ramp",
"kind": "optional",
"category": "finance",
"slug": "ramp",
"name": "ramp",
"description": "Fetch and follow Ramp's published agent playbooks inside Paperclip, with mandatory approval gates for spend, incorporation, cards, account setup, and other financial actions.",
"path": "catalog/optional/finance/ramp",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"finance",
"operations",
"founder",
"engineer"
],
"requires": [],
"tags": [
"ramp",
"finance",
"spend",
"approvals",
"agent-cards"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 7016,
"sha256": "698cd69ebf2f2481ed83c8e9477b56ae78288cc4c751d7d35f649ff2483802a3"
}
],
"contentHash": "sha256:276d85e98a4732f278204e26438aa95fde158dd2d15c1e427c4c7c7d492e769d"
},
{
"id": "paperclipai:optional:product:design-critique",
"key": "paperclipai/optional/product/design-critique",
"kind": "optional",
"category": "product",
"slug": "design-critique",
"name": "design-critique",
"description": "Give a structured product design critique — user job clarity, hierarchy, affordance, error states, accessibility, and consistency — focused on what to change, in what order, and why.",
"path": "catalog/optional/product/design-critique",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"designer",
"product",
"engineer"
],
"requires": [],
"tags": [
"design",
"product",
"ux",
"review"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 4851,
"sha256": "022e619baf6cc25725946279cb8052d22af090dd6cd6dc8c20f17867f71a5d8e"
}
],
"contentHash": "sha256:429f94df398a0697042b5bbe4755b1ff1a230aa5f41d99118ad37493ac65d21c"
},
{
"id": "paperclipai:optional:research:last30days",
"key": "paperclipai/optional/research/last30days",
"kind": "optional",
"category": "research",
"slug": "last30days",
"name": "last30days",
"description": "Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web.",
"path": "catalog/optional/research/last30days",
"entrypoint": "SKILL.md",
"trustLevel": "scripts_executables",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"researcher",
"marketer",
"product-manager",
"analyst"
],
"requires": [
"node",
"python3"
],
"tags": [
"research",
"last-30-days",
"social-media",
"trends",
"citations",
"reddit",
"x",
"youtube"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 130813,
"sha256": "534f0347f304ec51254a7d3a210e07c86cc252175cc6a588e97d32ce94f0f745"
},
{
"path": "agents/openai.yaml",
"kind": "other",
"sizeBytes": 448,
"sha256": "f46e7f09d3118dee7324ac165391ccb7ffe55323d1d75304e34062017913939c"
},
{
"path": "references/save-html-brief.md",
"kind": "reference",
"sizeBytes": 5940,
"sha256": "ca15e03bf63a3af1cfa0347df36b0aee999c6c6c631f31b4171a5df09e765d43"
},
{
"path": "scripts/briefing.py",
"kind": "script",
"sizeBytes": 8342,
"sha256": "d4881d16493f5504c5a947f31ced861d674e2423e5fc668305beaf5e849420b7"
},
{
"path": "scripts/compare.sh",
"kind": "script",
"sizeBytes": 2291,
"sha256": "cdb2538522a60c803aeebc3336673c8702380a902604ad85770206382996a6f5"
},
{
"path": "scripts/last30days.py",
"kind": "script",
"sizeBytes": 44282,
"sha256": "818d6b839eb04417a5d0acf3bee24258fbc70543df968619fd3573597dc88e8e"
},
{
"path": "scripts/lib/__init__.py",
"kind": "script",
"sizeBytes": 29,
"sha256": "3fb925405f898201188f9b5eea04e214ea8c8a64643397fd727f08ffeea234d9"
},
{
"path": "scripts/lib/bird_x.py",
"kind": "script",
"sizeBytes": 17960,
"sha256": "c7cbd33a5b4c317b07eeca7c7e3c1aa57369487cd4cd3602abbe9b6acb019e6a"
},
{
"path": "scripts/lib/bluesky.py",
"kind": "script",
"sizeBytes": 12343,
"sha256": "af7bbaa68f6944a50089447992b95881e15c085de829426360f50740a35cba89"
},
{
"path": "scripts/lib/categories.py",
"kind": "script",
"sizeBytes": 7635,
"sha256": "e4ab8435e09c371f2475751fdc1c58150799b3746afcc7e38d5dad30adb210d5"
},
{
"path": "scripts/lib/chrome_cookies.py",
"kind": "script",
"sizeBytes": 10911,
"sha256": "eeb8f99b92cfc9aa65b20b6dbedfcfd321166f3fa771a95299ffb0b950b1cedc"
},
{
"path": "scripts/lib/cluster.py",
"kind": "script",
"sizeBytes": 11018,
"sha256": "fa9fb8905552e7bb5a2a2854f8b3c620a464054238a008d74ba89d0c247a776e"
},
{
"path": "scripts/lib/competitors.py",
"kind": "script",
"sizeBytes": 7332,
"sha256": "a76c5d679b7f3c93a07e389811f79526f11e1e03411cecd4d9569e3aca32a77d"
},
{
"path": "scripts/lib/cookie_extract.py",
"kind": "script",
"sizeBytes": 14450,
"sha256": "9d34ea3a8565eae8b67f72e8b625c22a29d41274c3b8d6c8b6aa171c18ebad5b"
},
{
"path": "scripts/lib/dates.py",
"kind": "script",
"sizeBytes": 3201,
"sha256": "ae4ec6455021c82ef3321ef5dde6f7ba41e6b91a3e6ff601174ac9aa20e5c8f9"
},
{
"path": "scripts/lib/dedupe.py",
"kind": "script",
"sizeBytes": 3315,
"sha256": "b9acabf496e0743189fbeed43d447280fee17e10a40931f9083d2a1f2894d863"
},
{
"path": "scripts/lib/digg.py",
"kind": "script",
"sizeBytes": 13305,
"sha256": "95a2845d4751efb5738d2a69c7246f8269447395a7da324e0d6ae0feefd7c9d8"
},
{
"path": "scripts/lib/entity_extract.py",
"kind": "script",
"sizeBytes": 4211,
"sha256": "b04103103981915557fd410305f3a8031d5e71d687491ca89976be25d9bc84a4"
},
{
"path": "scripts/lib/env.py",
"kind": "script",
"sizeBytes": 25940,
"sha256": "9ca2e2341565a6c933d51800a510d07b84707825d19234d991eb472454b46933"
},
{
"path": "scripts/lib/fanout.py",
"kind": "script",
"sizeBytes": 3155,
"sha256": "43f21244f9bd1bf143d2f4c478cc2fcc9ffc4e403539e8c08e86e106ed5f0b83"
},
{
"path": "scripts/lib/fusion.py",
"kind": "script",
"sizeBytes": 8553,
"sha256": "c764709a7d4576121c193ae75ded057dd177b6bea512ca57dd72680d74030b41"
},
{
"path": "scripts/lib/github.py",
"kind": "script",
"sizeBytes": 34879,
"sha256": "0f8eb97c20463b975b3bb752d0e3afec98ef853430e495f21fc06f01c27d2baf"
},
{
"path": "scripts/lib/grounding.py",
"kind": "script",
"sizeBytes": 11723,
"sha256": "440386c32afb3c01678fe5dfab197449a9a910018a40cbbc1e9e10ecb9d4843a"
},
{
"path": "scripts/lib/hackernews.py",
"kind": "script",
"sizeBytes": 11619,
"sha256": "95db30a3bf441ee73fb49a04fa8974440e381e56c7d70e87b48e3b69ae0cdfa5"
},
{
"path": "scripts/lib/html_render.py",
"kind": "script",
"sizeBytes": 17791,
"sha256": "5070f6a58d6fcae44a20ecd9108fd204b042bea1d47f8a67efce6d3831aa87ad"
},
{
"path": "scripts/lib/http.py",
"kind": "script",
"sizeBytes": 10191,
"sha256": "760308aa8b8e3abbaa3273a4ca4df5b0bc8cc71ba8864b5740aaac545972731e"
},
{
"path": "scripts/lib/instagram.py",
"kind": "script",
"sizeBytes": 18874,
"sha256": "cda8c8558e6cdc9b4bf3f7bb470c2e223db927acc6a77f139a83ec7987488bb1"
},
{
"path": "scripts/lib/log.py",
"kind": "script",
"sizeBytes": 831,
"sha256": "11c4d61cdb5b1ff91919dcd28ec62ce88e555def30eed62a8071973b5ffe8317"
},
{
"path": "scripts/lib/normalize.py",
"kind": "script",
"sizeBytes": 19870,
"sha256": "e79e294e4ff8ebfa34f7561c63e0846af0380b8be299d484cc8a2f490e82b474"
},
{
"path": "scripts/lib/perplexity.py",
"kind": "script",
"sizeBytes": 4789,
"sha256": "70859e7296035936ae0da441119edfe381158d5d0de06afee87a3504007f91c7"
},
{
"path": "scripts/lib/pinterest.py",
"kind": "script",
"sizeBytes": 5366,
"sha256": "a6ac5085c900072b84930fafab8c81c9e5a792a718c21801d3fa0bd293d279f6"
},
{
"path": "scripts/lib/pipeline.py",
"kind": "script",
"sizeBytes": 45491,
"sha256": "9641f56faff2d685b0c5c483b2113721d151174a2eef265afe644e131c554454"
},
{
"path": "scripts/lib/planner.py",
"kind": "script",
"sizeBytes": 30490,
"sha256": "c0953abea402454a88c2573aa0c97bb6bba4c87e529d9f157a881e15c4123154"
},
{
"path": "scripts/lib/polymarket.py",
"kind": "script",
"sizeBytes": 30318,
"sha256": "cbd54a66988b4ebc4aebf2db6c637d4e516065518c333cd0495332458c2d9080"
},
{
"path": "scripts/lib/preflight.py",
"kind": "script",
"sizeBytes": 4541,
"sha256": "0fafa53bc63a44ad4525d99d6bb37080b0693e2d45265ce36af09b4a0e9b2c9b"
},
{
"path": "scripts/lib/providers.py",
"kind": "script",
"sizeBytes": 15817,
"sha256": "7460004a2e8df0f8c94d764c0eb01f8d782bb160ce2e157105fadd0dd2953a5d"
},
{
"path": "scripts/lib/quality_nudge.py",
"kind": "script",
"sizeBytes": 13438,
"sha256": "69b6d58abea8171c895f105ee62b2db6f7ea35cebbe08d7e6e8884d810891fef"
},
{
"path": "scripts/lib/query.py",
"kind": "script",
"sizeBytes": 4018,
"sha256": "6bc2e0649034cdb28471346a66e2448ba58762cb7774c4fce45c055ab160912a"
},
{
"path": "scripts/lib/reddit_enrich.py",
"kind": "script",
"sizeBytes": 9535,
"sha256": "652a9c5abecf22f3c26ff6d6b732a43703113a559ce31acab7af012eb25d4e7a"
},
{
"path": "scripts/lib/reddit_public.py",
"kind": "script",
"sizeBytes": 13066,
"sha256": "ea25034726aa895c123216e356c03856a8116efedd29620bb2ebc0d01ff4c420"
},
{
"path": "scripts/lib/reddit.py",
"kind": "script",
"sizeBytes": 24701,
"sha256": "dba1019f67f677c869f14a1f892b1562dd10b6f96bffc75ffad37eb4d3bc9877"
},
{
"path": "scripts/lib/relevance.py",
"kind": "script",
"sizeBytes": 5941,
"sha256": "b9f776f9f8e5d4fbf1fcc86f6604bc0c391c988153d3264b8dc431ff34783382"
},
{
"path": "scripts/lib/render.py",
"kind": "script",
"sizeBytes": 71577,
"sha256": "189ffa786428515a3b02f680e71069b7907eaa24c7aadd315e9abaecb0a6a9fc"
},
{
"path": "scripts/lib/rerank.py",
"kind": "script",
"sizeBytes": 17106,
"sha256": "419c52fc08144c41e08f7574093c5b6cd21271900b51680b6393e61441ffea3c"
},
{
"path": "scripts/lib/resolve.py",
"kind": "script",
"sizeBytes": 12448,
"sha256": "b23f3dd54d6ede0986219aacdda81ece72f1a0a629d72a9ec56b24bc645ccb7c"
},
{
"path": "scripts/lib/safari_cookies.py",
"kind": "script",
"sizeBytes": 5698,
"sha256": "4d66c27cbf5725cc7cb815ca42191e70261c52196c2823bab9c6050ca32ccf71"
},
{
"path": "scripts/lib/schema.py",
"kind": "script",
"sizeBytes": 11206,
"sha256": "8d815d3daee8d469e504bb1264fc174af4abc179dd7d1fa87d7313ed01d914c6"
},
{
"path": "scripts/lib/setup_wizard.py",
"kind": "script",
"sizeBytes": 18688,
"sha256": "be0f867e96d15f7458faac2194c444dc0ec9ec4f3c9fe4d74459e083b80c1a73"
},
{
"path": "scripts/lib/signals.py",
"kind": "script",
"sizeBytes": 9715,
"sha256": "4071cf5fa4c99b0ee51d949ca69ec4594d7e1986ec6a8019b55bb877e219d49a"
},
{
"path": "scripts/lib/skill_meta.py",
"kind": "script",
"sizeBytes": 1207,
"sha256": "e922e6ecdb19fa3daf9c6673acb13a9b23f97362eac1cb11211c998dea0fdbd1"
},
{
"path": "scripts/lib/snippet.py",
"kind": "script",
"sizeBytes": 1560,
"sha256": "6bd2143a4264fe11d5be1b805742336ab82397ae0293c13e8b5b3084bfa2612d"
},
{
"path": "scripts/lib/subproc.py",
"kind": "script",
"sizeBytes": 2807,
"sha256": "cf7bf3dcaf79375c5bd014718a8eb5f6565275294eeaa0059fef93d8e4b6452d"
},
{
"path": "scripts/lib/threads.py",
"kind": "script",
"sizeBytes": 6728,
"sha256": "7508629028c3b4a187699797ab0d9e7b179cbae3c53b9fabdaf9d905b1fc2c1d"
},
{
"path": "scripts/lib/tiktok.py",
"kind": "script",
"sizeBytes": 20993,
"sha256": "f0074737c4bbf176118382ad4c0c9e8c8d6f4544bd9fc42d224f7c1da13a8d73"
},
{
"path": "scripts/lib/truthsocial.py",
"kind": "script",
"sizeBytes": 5196,
"sha256": "fd745d0a61b1c69bea813832f3e2c5923b08d476766a378c07f0963b0be2f330"
},
{
"path": "scripts/lib/ui.py",
"kind": "script",
"sizeBytes": 25907,
"sha256": "cdc0ea376fc4ee017449f2aa87a7513add3fa5306f27d4663fb6f7203f12974e"
},
{
"path": "scripts/lib/vendor/bird-search/bird-search.mjs",
"kind": "script",
"sizeBytes": 3998,
"sha256": "584482e894c38bbde7a915013f741974fa8ea722ac34c56704dccf184f7c3d56"
},
{
"path": "scripts/lib/vendor/bird-search/lib/cookies.js",
"kind": "script",
"sizeBytes": 8153,
"sha256": "66044440cef3d3b3e3136091b6e224051e8ff97fb1d156f40ccf2d4f3cf203ae"
},
{
"path": "scripts/lib/vendor/bird-search/lib/features.json",
"kind": "script",
"sizeBytes": 523,
"sha256": "36361f4cae0040255f84709459ebb1f0131566a567269ed7b99d073cad930f66"
},
{
"path": "scripts/lib/vendor/bird-search/lib/paginate-cursor.js",
"kind": "script",
"sizeBytes": 1225,
"sha256": "5f20227de1d68250ad59b7ad593db4bfb1d0f1a21694963eab3ed413c2d0d5c0"
},
{
"path": "scripts/lib/vendor/bird-search/lib/query-ids.json",
"kind": "script",
"sizeBytes": 815,
"sha256": "eba47a9d26f87d0b4eb8a4f554833ed8d11b3d8728e363deeae702d09f87fc02"
},
{
"path": "scripts/lib/vendor/bird-search/lib/runtime-features.js",
"kind": "script",
"sizeBytes": 5036,
"sha256": "f41614d62b6c91dfc85fc4af389e6f49435324bf26460b715a991486609579d8"
},
{
"path": "scripts/lib/vendor/bird-search/lib/runtime-query-ids.js",
"kind": "script",
"sizeBytes": 9424,
"sha256": "0f5c61dbaad3de7fb44a14c57ed005228e51f9fc361472eff59bff4cb2a1199e"
},
{
"path": "scripts/lib/vendor/bird-search/lib/twitter-client-base.js",
"kind": "script",
"sizeBytes": 4853,
"sha256": "ea972b7894458e78edd1927d102a052ae45726a7c967b376ac7f5544f5b65499"
},
{
"path": "scripts/lib/vendor/bird-search/lib/twitter-client-constants.js",
"kind": "script",
"sizeBytes": 2535,
"sha256": "27bd1416ff1f5d4f4516d784a8fb9ee08a87413f07b375752821a32e5b0cd6e3"
},
{
"path": "scripts/lib/vendor/bird-search/lib/twitter-client-features.js",
"kind": "script",
"sizeBytes": 18400,
"sha256": "4b4f2048069f751a821777cb2084f3b9126d99a958494fef71f0699d8145c4dd"
},
{
"path": "scripts/lib/vendor/bird-search/lib/twitter-client-search.js",
"kind": "script",
"sizeBytes": 7310,
"sha256": "3dfbe18ea54215d9a6393ff0884d9977dd9ddf0884a06486bdaee8a4e30d4616"
},
{
"path": "scripts/lib/vendor/bird-search/lib/twitter-client-types.js",
"kind": "script",
"sizeBytes": 59,
"sha256": "6450f74c664db958d703e09288184ef1ca5f622782f9e11a5a9bfa3d3c78c534"
},
{
"path": "scripts/lib/vendor/bird-search/lib/twitter-client-utils.js",
"kind": "script",
"sizeBytes": 19169,
"sha256": "b230db5583760ccd0b5b5fb1592f449a7d0bc92f6184808e8ffb6f8968df20e9"
},
{
"path": "scripts/lib/vendor/bird-search/LICENSE",
"kind": "script",
"sizeBytes": 1074,
"sha256": "62316704df7426e5a79d2827ff8aca36e9abb3a73b8e68557030749ebefec667"
},
{
"path": "scripts/lib/vendor/bird-search/package.json",
"kind": "script",
"sizeBytes": 331,
"sha256": "96b65305969a179ee7a7735f1b475599d6035f32fda1fd030ea57ee09380cdb5"
},
{
"path": "scripts/lib/xai_x.py",
"kind": "script",
"sizeBytes": 7509,
"sha256": "6cc244293ed6ea3b0f78a6515b583ff36da96ad30acf1d5457278ab020f1bd47"
},
{
"path": "scripts/lib/xiaohongshu_api.py",
"kind": "script",
"sizeBytes": 5321,
"sha256": "c7a29dfa03f871993dc13a8ad528beed8a648102404b658242ca57878077ef60"
},
{
"path": "scripts/lib/xquik.py",
"kind": "script",
"sizeBytes": 6839,
"sha256": "7c487cb2ba543ff12e38ec6466a2de6ff6762ccd415c1f07093620b49137681a"
},
{
"path": "scripts/lib/xurl_x.py",
"kind": "script",
"sizeBytes": 5302,
"sha256": "8cf6bb235cfc7f39386b282a922487816089fa6ebf4fa49a4d562d95f9686e78"
},
{
"path": "scripts/lib/youtube_yt.py",
"kind": "script",
"sizeBytes": 37339,
"sha256": "787908d06a845ad70654c4939ebabc856311a95b34444f0987ff7ee3db4c0a49"
},
{
"path": "scripts/setup-keychain.sh",
"kind": "script",
"sizeBytes": 3229,
"sha256": "5d2a6b678c905eefe537fbcb98063db3e471c22b7ab4b06d51615d99b14556db"
},
{
"path": "scripts/store.py",
"kind": "script",
"sizeBytes": 28534,
"sha256": "c1e95a00132768e6c38170bee85161a59b5bce3feaa6297a85f1a49d1bfc9fd3"
},
{
"path": "scripts/watchlist.py",
"kind": "script",
"sizeBytes": 8929,
"sha256": "c06378f70f9145f3bd957170dec2549a31463a41b400bbf1ce722911aa2150a1"
}
],
"contentHash": "sha256:9e11e9d2ed3d2062273d131a826cdeedea39bdd269063e2f73ca7f218770c769",
"source": {
"type": "github",
"hostname": "github.com",
"owner": "mvanhorn",
"repo": "last30days-skill",
"ref": "v3.3.0",
"commit": "daca71f89eb71d0d56d01a43ed7627aa919dba4f",
"path": "skills/last30days",
"url": "https://github.com/mvanhorn/last30days-skill/tree/v3.3.0/skills/last30days"
}
},
{
"id": "paperclipai:optional:software-development:prepare-mcp-integration",
"key": "paperclipai/optional/software-development/prepare-mcp-integration",
"kind": "optional",
"category": "software-development",
"slug": "prepare-mcp-integration",
"name": "prepare-mcp-integration",
"description": "Prepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per approved connection. Use for new integration research and delivery; not for ad hoc connector coding that bypasses the playbooks.",
"path": "catalog/optional/software-development/prepare-mcp-integration",
"entrypoint": "SKILL.md",
"trustLevel": "markdown_only",
"compatibility": "compatible",
"defaultInstall": false,
"recommendedForRoles": [
"engineer",
"product-manager",
"researcher"
],
"requires": [
"git",
"gh",
"curl"
],
"tags": [
"mcp",
"integrations",
"connectors",
"research",
"github",
"human-approval"
],
"files": [
{
"path": "SKILL.md",
"kind": "skill",
"sizeBytes": 12409,
"sha256": "5278d288a0cbfe10fdda4ef3d99cf61e6ed068f4b6c1282406b0e001c9f45253"
},
{
"path": "examples/notion-mcp-research-gate.md",
"kind": "markdown",
"sizeBytes": 1900,
"sha256": "944b13ac67c06c65643eb236e856f1479106749861535648d29334f84cf1b50b"
}
],
"contentHash": "sha256:84f2a28d7d004393719684f2b435e5ee01ddc58591e0dfeb73d72c7605db7f49"
}
]
}