Creator · coreyhaines31
Last updated · Sep 2, 2026
When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first princi
Creator · coreyhaines31
Last updated · Sep 2, 2026
When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first princi
Creator · coreyhaines31
Last updated · Sep 2, 2026
When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first princi
Creator · coreyhaines31
Last updated · Sep 2, 2026
When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first princi
Sandbox only
Install targets
Codex install prompt
Install the "unstuck" agent skill from https://github.com/coreyhaines31/makerskills/tree/main/skills/unstuck. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first principles, constraint toggling, analogical transfer, and more from a 10-technique inventory) until the wall cracks or is proven load-bearing. Generates a minimum of 10 angles before evaluating any. AGENTS: use this on yourself mid-task — when an API doesn't support what you need, an approach has failed twice, or a \"that's not possible\" / \"the only option is\" sentence is forming in your response, run the fast path BEFORE reporting a dead end; every dead-end report should arrive with tried-angles receipts. Archives every wall to ~/.config/makerskills/unstuck/archive/ so you learn which techniques crack YOUR walls. Sits upstream of decide: turns \"impossible\" into 2–3 viable angles, then decide picks one. Triggers After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"coreyhaines31-unstuck","task":"Install unstuck","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + Cursor + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add coreyhaines31/makerskills --skill unstuck
Maintenance
fresh
8d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
755
75/100 Quality · 83/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
755 GitHub stars
Repo activity
755 stars, 62 forks
Maintenance
8d since push
License
MIT
Install
npx skills add coreyhaines31/makerskills --skill unstuck
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add coreyhaines31/makerskills --skill unstuckDo not use when
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/coreyhaines31-unstuck/install
Agent should check
Copy prompt
Task: Use unstuck in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/coreyhaines31-unstuck/install
Install command: npx skills add coreyhaines31/makerskills --skill unstuck
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/coreyhaines31-unstuck/install
LLM text format
/api/skills/coreyhaines31-unstuck/install?format=text
Find alternatives
/api/skills/search?q=unstuck&limit=3
Agent prompt
Use unstuck for this task. Review https://www.openagentskill.com/api/skills/coreyhaines31-unstuck/install, then install with: npx skills add coreyhaines31/makerskills --skill unstuckRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/coreyhaines31-unstuck
LLM text
/api/registry/manifest/coreyhaines31-unstuck?format=text
Install alias
/api/registry/install/coreyhaines31-unstuck
Recommend
/api/registry/recommend?task=Use%20unstuck%20in%20an%20agent%20workflow&limit=3
Agent fit
Workflow automation
Platforms
Claude Code, Cursor
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Workflow automation
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO755 GitHub stars
Stars/forks activity
INFO755 stars, 62 forks; issue activity unavailable in current metadata
Recent maintenance
PASS8d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
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--- name: unstuck description: "When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first principles, constraint toggling, analogical transfer, and more from a 10-technique inventory) until the wall cracks or is proven load-bearing. Generates a minimum of 10 angles before evaluating any. AGENTS: use this on yourself mid-task — when an API doesn't support what you need, an approach has failed twice, or a \"that's not possible\" / \"the only option is\" sentence is forming in your response, run the fast path BEFORE reporting a dead end; every dead-end report should arrive with tried-angles receipts. Archives every wall to ~/.config/makerskills/unstuck/archive/ so you learn which techniques crack YOUR walls. Sits upstream of decide: turns \"impossible\" into 2–3 viable angles, then decide picks one. Triggers on \"/unstuck,\" \"I'm stuck,\" \"this seems impossible,\" \"we hit a wall,\" \"there's no way to,\" \"they said no,\" \"dead end,\" \"out of options,\" \"I've tried everything,\" \"work around this,\" \"think outside the box.\"" metadata: version: 0.1.0 ---
# /unstuck — The roadblock antidote
Turns "impossible" into angles. Classifies the wall, runs the right lateral-thinking techniques against it, and doesn't stop at the first mediocre workaround. Output is either a set of viable angles with next actions — or an honest "this wall is load-bearing, reroute the goal."
**Two modes:** - **User-invoked** — someone is stuck and asks. Full 7-step workflow below. - **Agent fast path** — YOU (the agent) hit the wall mid-task. See [Agent fast path](#agent-fast-path) — run it before telling the user something can't be done.
## The mental model: walls have types, and the type picks the crowbar
"Impossible" is a claim, not a fact. It almost always decompiles into something weaker: *expensive*, *against the rules*, *nobody's done it*, *I don't know how*. Only *actually impossible* (physics, math, arithmetic) ends the session — and it ends it honestly.
| Wall type | What "impossible" actually means | Lead techniques (see `references/techniques.md`) | |---|---|---| | **Assumption** | An inherited belief nobody re-verified | T1 assumption autopsy, T3 first principles | | **Framing** | The goal is stated in a way that excludes the answer | T4 altitude shift, T2 inversion, T5 work backwards | | **Gatekeeper** | A person/org said no | T10 interrogate the no, T6 analogical transfer | | **Tool/tech** | "X doesn't support Y" | T9 SCAMPER (substitute the primitive), T6 analogical transfer | | **Resource** | Not enough time/money/people | T7 constraint toggling, T8 provocation | | **Physics/math** | Actually impossible (rare) | Honest exit — reroute the goal, the wall is load-bearing |
## Step 1 — Capture the wall
Get from the user (one structured message, don't round-trip):
- **The goal** — what are you ultimately trying to do? (Not the blocked step — the job it serves.) - **The wall** — what exactly blocks it? - **Attempts** — what have you already tried? - **The source of the no** — who or what said no? Physics? A vendor's docs? A person? An error message? Your own assumption? - **Stakes + deadline** — how much does breaking this wall matter, by when?
If the user says "I've tried everything," ask for the list. "Everything" is usually 2–3 things.
## Step 2 — Classify the wall
Use the taxonomy above. State the classification and why. Two rules:
1. **Decompile the word "impossible."** Restate the wall without it: "expensive," "undocumented," "they refused," "I don't know how." The restatement usually names the wall type. 2. **Restate the problem at two altitudes** before proceeding — one level more abstract (*what job is this serving?*) and one level more concrete (*what literally fails, at which exact step?*). Many walls dissolve at a different altitude; if one does, say so and skip to Step 6.
## Step 3 — Assumption autopsy (always runs)
Run T1 from `references/techniques.md` regardless of wall type: enumerate every assumption embedded in the problem statement, mark each **verified fact** vs **inherited belief**, and attack the beliefs. Most walls die here — the ones that don't are at least correctly framed for Step 4.
## Step 4 — Run the triaged techniques
Pick 2–3 more techniques by wall type (lead techniques in the table; full triage guidance in `references/techniques.md`). For each, generate 2–3 angles.
**Rules of generation:** - **Quantity gate: minimum 10 angles total before evaluating any.** The first workaround is usually mediocre. No judging, no feasibility talk, no "but" during generation. - Angles must be **different in kind**, not variations — three flavors of "ask again nicer" is one angle. - Wild angles are welcome at this stage; they get filtered in Step 5, and they often seed the viable ones.
## Step 5 — Triage the angles
Sort every angle into:
- **Try now** — feasible with what's in hand; has a concrete first action - **Needs research** — viable if an unknown checks out → route to `/deep-research` - **Wild but worth 30 min** — low odds, trivial cost, asymmetric payoff - **Dead** — violates a real constraint (say which)
## Step 6 — Commit
- Pick **1–3 angles** with a concrete next action each. - If 2+ viable angles are mutually exclusive → hand the fork to `/decide`. - If NOTHING survived triage and the wall is physics/math class: say so plainly. **"The wall is load-bearing — reroute the goal" is a legitimate, successful output.** Recommend what the rerouted goal looks like.
## Step 7 — Archive
Archives live in `${MAKERSKILLS_CONFIG:-$HOME/.config/makerskills}/unstuck/archive/` (create the directory if missing). Never write archives inside the skill's own folder — skill installs and upgrades re-sync from source and wipe anything saved there.
Write to `<archive dir>/<YYYY-MM-DD>-<slug>.md`:
```markdown # Wall: <one-line>
**Date:** YYYY-MM-DD **Invoked by:** user | agent **Wall type:** assumption / framing / gatekeeper / tool / resource / physics **Goal it blocked:** <one line>
## The wall as stated <verbatim>
## The wall decompiled <restated without "impossible">
## Assumptions attacked - <belief> → <held / broke>
## Techniques run T1, T4, T7 — <one line on what each surfaced>
## Angles (all of them) 1. <angle> — try now / research / wild / dead 2. …
## Committed **<the angle(s) chosen>** — next action: <concrete step> (or: "Wall is load-bearing — rerouted goal to <X>")
## Outcome (fill in later) <did the angle work?> ```
Append to `<archive dir>/INDEX.md` (create if missing):
```markdown - 2026-07-14 — [<wall>](./<filename>.md) — <type> — **<committed angle or "rerouted">** ```
Over time this becomes a pattern library: grep it to learn which techniques actually crack *your* walls, and which wall types recur (a recurring wall is usually one unexamined assumption upstream).
## Agent fast path
For when YOU (the agent) hit the wall mid-task. Trigger condition: an API/tool doesn't support what's needed, an approach has failed twice, or you notice a "that's not possible," "unfortunately," or "the only option is" sentence forming in your response.
**Before reporting a dead end to the user, run inline (no interactive capture — you already have the wall in context):**
1. **Classify** the wall (taxonomy above) — one line. 2. **Autopsy** — list the 3–5 assumptions in your framing; mark inherited beliefs. ("The cursor must be a text character." "This must happen client-side." "The API is the only way in.") 3. **Run 2 techniques** matched to the wall type — generate 5+ angles minimum for inline recoveries. **If you end up reporting a dead end to the user, the full 10-angle gate applies first** — a dead-end report is exactly the moment the gate exists for. 4. **Then either:** - a viable angle exists → **proceed with it** (tell the user the wall you hit and the angle you took), or - nothing viable → report the dead end **with the angle inventory attached**: what you tried, what you considered, why each died. Never a naked "that's not supported." 5. **Archive** the run (Step 7 format, `Invoked by: agent`) when the wall was nontrivial — skip archiving for sub-minute walls.
The success metric: the user stops seeing dead-end reports without tried-angles receipts.
## Composes with
- `decide` — downstream: 2+ mutually exclusive viable angles become a `/decide` fork. Upstream: decide's Q19 ("what missing info would change it?") can route here when the missing thing is an *option*, not information. - `deep-research` — "needs research" angles route there; the brief comes back and re-enters Step 5. - `business-brainstorm` — its "angle to steal" move on Kill verdicts is this skill applied to business ideas. - `pm` — a committed angle becomes a board task. - `second-brain` — archive entries can compile into a "walls I've broken" wiki page.
## Guardrails
- **A no from consent, law, or ethics is a real no.** This skill routes around technical and imagination walls — not people's boundaries. If the wall is "they said no and meant it," the move is interrogating whether there's a *different door they'd happily open* (T10), never pushing on the closed one. - **Time-box: 20–40 minutes.** This is a crowbar, not a philosophy seminar. If the sprint ends without a crack, archive what was tried and either schedule a revisit or reroute. - **Honest exit beats toxic positivity.** Declaring a wall load-bearing after a real attempt is a win — it converts an ambient frustration into a clear reroute.
## Notes on quality
- **The restatement is half the work.** Most "impossible" problems are impossible *as stated*. Two-altitude restatement (Step 2) before any technique — always. - **Don't let the quantity gate become theater.** 10 angles that are secretly 3 angles in costumes fail the gate. Different in kind. - **Attempts list beats attempts vibe.** "I've tried everything" → get the actual list. The gap between "everything" and the list is where the answer usually lives. - **Archive even the failures.** A wall that didn't crack today, with its angle inventory, is a 5-minute revisit when the landscape changes — instead of a from-scratch session.
Source provenance
Decision snapshot
755 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for unstuck, ready for a manual X post.
unstuck: When a solution seems impossible and the path forward is blocked — the antidote to any roadbl... 755 stars https://www.openagentskill.com/skills/coreyhaines31-unstuck?ref=x
Listing + install path for unstuck: https://www.openagentskill.com/skills/coreyhaines31-unstuck?ref=x Install: npx skills add coreyhaines31/makerskills --skill unstuck
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to coreyhaines31 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
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@coreyhaines31
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Install targets
Codex install prompt
Install the "unstuck" agent skill from https://github.com/coreyhaines31/makerskills/tree/main/skills/unstuck. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first principles, constraint toggling, analogical transfer, and more from a 10-technique inventory) until the wall cracks or is proven load-bearing. Generates a minimum of 10 angles before evaluating any. AGENTS: use this on yourself mid-task — when an API doesn't support what you need, an approach has failed twice, or a \"that's not possible\" / \"the only option is\" sentence is forming in your response, run the fast path BEFORE reporting a dead end; every dead-end report should arrive with tried-angles receipts. Archives every wall to ~/.config/makerskills/unstuck/archive/ so you learn which techniques crack YOUR walls. Sits upstream of decide: turns \"impossible\" into 2–3 viable angles, then decide picks one. Triggers After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"coreyhaines31-unstuck","task":"Install unstuck","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + Cursor + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add coreyhaines31/makerskills --skill unstuck
Maintenance
fresh
8d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
755
75/100 Quality · 83/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
755 GitHub stars
Repo activity
755 stars, 62 forks
Maintenance
8d since push
License
MIT
Install
npx skills add coreyhaines31/makerskills --skill unstuck
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add coreyhaines31/makerskills --skill unstuckDo not use when
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/coreyhaines31-unstuck/install
Agent should check
Copy prompt
Task: Use unstuck in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/coreyhaines31-unstuck/install
Install command: npx skills add coreyhaines31/makerskills --skill unstuck
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/coreyhaines31-unstuck/install
LLM text format
/api/skills/coreyhaines31-unstuck/install?format=text
Find alternatives
/api/skills/search?q=unstuck&limit=3
Agent prompt
Use unstuck for this task. Review https://www.openagentskill.com/api/skills/coreyhaines31-unstuck/install, then install with: npx skills add coreyhaines31/makerskills --skill unstuckRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/coreyhaines31-unstuck
LLM text
/api/registry/manifest/coreyhaines31-unstuck?format=text
Install alias
/api/registry/install/coreyhaines31-unstuck
Recommend
/api/registry/recommend?task=Use%20unstuck%20in%20an%20agent%20workflow&limit=3
Agent fit
Workflow automation
Platforms
Claude Code, Cursor
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Workflow automation
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO755 GitHub stars
Stars/forks activity
INFO755 stars, 62 forks; issue activity unavailable in current metadata
Recent maintenance
PASS8d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: unstuck description: "When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first principles, constraint toggling, analogical transfer, and more from a 10-technique inventory) until the wall cracks or is proven load-bearing. Generates a minimum of 10 angles before evaluating any. AGENTS: use this on yourself mid-task — when an API doesn't support what you need, an approach has failed twice, or a \"that's not possible\" / \"the only option is\" sentence is forming in your response, run the fast path BEFORE reporting a dead end; every dead-end report should arrive with tried-angles receipts. Archives every wall to ~/.config/makerskills/unstuck/archive/ so you learn which techniques crack YOUR walls. Sits upstream of decide: turns \"impossible\" into 2–3 viable angles, then decide picks one. Triggers on \"/unstuck,\" \"I'm stuck,\" \"this seems impossible,\" \"we hit a wall,\" \"there's no way to,\" \"they said no,\" \"dead end,\" \"out of options,\" \"I've tried everything,\" \"work around this,\" \"think outside the box.\"" metadata: version: 0.1.0 ---
# /unstuck — The roadblock antidote
Turns "impossible" into angles. Classifies the wall, runs the right lateral-thinking techniques against it, and doesn't stop at the first mediocre workaround. Output is either a set of viable angles with next actions — or an honest "this wall is load-bearing, reroute the goal."
**Two modes:** - **User-invoked** — someone is stuck and asks. Full 7-step workflow below. - **Agent fast path** — YOU (the agent) hit the wall mid-task. See [Agent fast path](#agent-fast-path) — run it before telling the user something can't be done.
## The mental model: walls have types, and the type picks the crowbar
"Impossible" is a claim, not a fact. It almost always decompiles into something weaker: *expensive*, *against the rules*, *nobody's done it*, *I don't know how*. Only *actually impossible* (physics, math, arithmetic) ends the session — and it ends it honestly.
| Wall type | What "impossible" actually means | Lead techniques (see `references/techniques.md`) | |---|---|---| | **Assumption** | An inherited belief nobody re-verified | T1 assumption autopsy, T3 first principles | | **Framing** | The goal is stated in a way that excludes the answer | T4 altitude shift, T2 inversion, T5 work backwards | | **Gatekeeper** | A person/org said no | T10 interrogate the no, T6 analogical transfer | | **Tool/tech** | "X doesn't support Y" | T9 SCAMPER (substitute the primitive), T6 analogical transfer | | **Resource** | Not enough time/money/people | T7 constraint toggling, T8 provocation | | **Physics/math** | Actually impossible (rare) | Honest exit — reroute the goal, the wall is load-bearing |
## Step 1 — Capture the wall
Get from the user (one structured message, don't round-trip):
- **The goal** — what are you ultimately trying to do? (Not the blocked step — the job it serves.) - **The wall** — what exactly blocks it? - **Attempts** — what have you already tried? - **The source of the no** — who or what said no? Physics? A vendor's docs? A person? An error message? Your own assumption? - **Stakes + deadline** — how much does breaking this wall matter, by when?
If the user says "I've tried everything," ask for the list. "Everything" is usually 2–3 things.
## Step 2 — Classify the wall
Use the taxonomy above. State the classification and why. Two rules:
1. **Decompile the word "impossible."** Restate the wall without it: "expensive," "undocumented," "they refused," "I don't know how." The restatement usually names the wall type. 2. **Restate the problem at two altitudes** before proceeding — one level more abstract (*what job is this serving?*) and one level more concrete (*what literally fails, at which exact step?*). Many walls dissolve at a different altitude; if one does, say so and skip to Step 6.
## Step 3 — Assumption autopsy (always runs)
Run T1 from `references/techniques.md` regardless of wall type: enumerate every assumption embedded in the problem statement, mark each **verified fact** vs **inherited belief**, and attack the beliefs. Most walls die here — the ones that don't are at least correctly framed for Step 4.
## Step 4 — Run the triaged techniques
Pick 2–3 more techniques by wall type (lead techniques in the table; full triage guidance in `references/techniques.md`). For each, generate 2–3 angles.
**Rules of generation:** - **Quantity gate: minimum 10 angles total before evaluating any.** The first workaround is usually mediocre. No judging, no feasibility talk, no "but" during generation. - Angles must be **different in kind**, not variations — three flavors of "ask again nicer" is one angle. - Wild angles are welcome at this stage; they get filtered in Step 5, and they often seed the viable ones.
## Step 5 — Triage the angles
Sort every angle into:
- **Try now** — feasible with what's in hand; has a concrete first action - **Needs research** — viable if an unknown checks out → route to `/deep-research` - **Wild but worth 30 min** — low odds, trivial cost, asymmetric payoff - **Dead** — violates a real constraint (say which)
## Step 6 — Commit
- Pick **1–3 angles** with a concrete next action each. - If 2+ viable angles are mutually exclusive → hand the fork to `/decide`. - If NOTHING survived triage and the wall is physics/math class: say so plainly. **"The wall is load-bearing — reroute the goal" is a legitimate, successful output.** Recommend what the rerouted goal looks like.
## Step 7 — Archive
Archives live in `${MAKERSKILLS_CONFIG:-$HOME/.config/makerskills}/unstuck/archive/` (create the directory if missing). Never write archives inside the skill's own folder — skill installs and upgrades re-sync from source and wipe anything saved there.
Write to `<archive dir>/<YYYY-MM-DD>-<slug>.md`:
```markdown # Wall: <one-line>
**Date:** YYYY-MM-DD **Invoked by:** user | agent **Wall type:** assumption / framing / gatekeeper / tool / resource / physics **Goal it blocked:** <one line>
## The wall as stated <verbatim>
## The wall decompiled <restated without "impossible">
## Assumptions attacked - <belief> → <held / broke>
## Techniques run T1, T4, T7 — <one line on what each surfaced>
## Angles (all of them) 1. <angle> — try now / research / wild / dead 2. …
## Committed **<the angle(s) chosen>** — next action: <concrete step> (or: "Wall is load-bearing — rerouted goal to <X>")
## Outcome (fill in later) <did the angle work?> ```
Append to `<archive dir>/INDEX.md` (create if missing):
```markdown - 2026-07-14 — [<wall>](./<filename>.md) — <type> — **<committed angle or "rerouted">** ```
Over time this becomes a pattern library: grep it to learn which techniques actually crack *your* walls, and which wall types recur (a recurring wall is usually one unexamined assumption upstream).
## Agent fast path
For when YOU (the agent) hit the wall mid-task. Trigger condition: an API/tool doesn't support what's needed, an approach has failed twice, or you notice a "that's not possible," "unfortunately," or "the only option is" sentence forming in your response.
**Before reporting a dead end to the user, run inline (no interactive capture — you already have the wall in context):**
1. **Classify** the wall (taxonomy above) — one line. 2. **Autopsy** — list the 3–5 assumptions in your framing; mark inherited beliefs. ("The cursor must be a text character." "This must happen client-side." "The API is the only way in.") 3. **Run 2 techniques** matched to the wall type — generate 5+ angles minimum for inline recoveries. **If you end up reporting a dead end to the user, the full 10-angle gate applies first** — a dead-end report is exactly the moment the gate exists for. 4. **Then either:** - a viable angle exists → **proceed with it** (tell the user the wall you hit and the angle you took), or - nothing viable → report the dead end **with the angle inventory attached**: what you tried, what you considered, why each died. Never a naked "that's not supported." 5. **Archive** the run (Step 7 format, `Invoked by: agent`) when the wall was nontrivial — skip archiving for sub-minute walls.
The success metric: the user stops seeing dead-end reports without tried-angles receipts.
## Composes with
- `decide` — downstream: 2+ mutually exclusive viable angles become a `/decide` fork. Upstream: decide's Q19 ("what missing info would change it?") can route here when the missing thing is an *option*, not information. - `deep-research` — "needs research" angles route there; the brief comes back and re-enters Step 5. - `business-brainstorm` — its "angle to steal" move on Kill verdicts is this skill applied to business ideas. - `pm` — a committed angle becomes a board task. - `second-brain` — archive entries can compile into a "walls I've broken" wiki page.
## Guardrails
- **A no from consent, law, or ethics is a real no.** This skill routes around technical and imagination walls — not people's boundaries. If the wall is "they said no and meant it," the move is interrogating whether there's a *different door they'd happily open* (T10), never pushing on the closed one. - **Time-box: 20–40 minutes.** This is a crowbar, not a philosophy seminar. If the sprint ends without a crack, archive what was tried and either schedule a revisit or reroute. - **Honest exit beats toxic positivity.** Declaring a wall load-bearing after a real attempt is a win — it converts an ambient frustration into a clear reroute.
## Notes on quality
- **The restatement is half the work.** Most "impossible" problems are impossible *as stated*. Two-altitude restatement (Step 2) before any technique — always. - **Don't let the quantity gate become theater.** 10 angles that are secretly 3 angles in costumes fail the gate. Different in kind. - **Attempts list beats attempts vibe.** "I've tried everything" → get the actual list. The gap between "everything" and the list is where the answer usually lives. - **Archive even the failures.** A wall that didn't crack today, with its angle inventory, is a 5-minute revisit when the landscape changes — instead of a from-scratch session.
Source provenance
Decision snapshot
755 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for unstuck, ready for a manual X post.
unstuck: When a solution seems impossible and the path forward is blocked — the antidote to any roadbl... 755 stars https://www.openagentskill.com/skills/coreyhaines31-unstuck?ref=x
Listing + install path for unstuck: https://www.openagentskill.com/skills/coreyhaines31-unstuck?ref=x Install: npx skills add coreyhaines31/makerskills --skill unstuck
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Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
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@coreyhaines31
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UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
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Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
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88.5K StarsTasmota
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24.7K StarsSandbox only
Install targets
Codex install prompt
Install the "unstuck" agent skill from https://github.com/coreyhaines31/makerskills/tree/main/skills/unstuck. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first principles, constraint toggling, analogical transfer, and more from a 10-technique inventory) until the wall cracks or is proven load-bearing. Generates a minimum of 10 angles before evaluating any. AGENTS: use this on yourself mid-task — when an API doesn't support what you need, an approach has failed twice, or a \"that's not possible\" / \"the only option is\" sentence is forming in your response, run the fast path BEFORE reporting a dead end; every dead-end report should arrive with tried-angles receipts. Archives every wall to ~/.config/makerskills/unstuck/archive/ so you learn which techniques crack YOUR walls. Sits upstream of decide: turns \"impossible\" into 2–3 viable angles, then decide picks one. Triggers After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"coreyhaines31-unstuck","task":"Install unstuck","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + Cursor + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add coreyhaines31/makerskills --skill unstuck
Maintenance
fresh
8d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
755
75/100 Quality · 83/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
755 GitHub stars
Repo activity
755 stars, 62 forks
Maintenance
8d since push
License
MIT
Install
npx skills add coreyhaines31/makerskills --skill unstuck
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add coreyhaines31/makerskills --skill unstuckDo not use when
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/coreyhaines31-unstuck/install
Agent should check
Copy prompt
Task: Use unstuck in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/coreyhaines31-unstuck/install
Install command: npx skills add coreyhaines31/makerskills --skill unstuck
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/coreyhaines31-unstuck/install
LLM text format
/api/skills/coreyhaines31-unstuck/install?format=text
Find alternatives
/api/skills/search?q=unstuck&limit=3
Agent prompt
Use unstuck for this task. Review https://www.openagentskill.com/api/skills/coreyhaines31-unstuck/install, then install with: npx skills add coreyhaines31/makerskills --skill unstuckRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/coreyhaines31-unstuck
LLM text
/api/registry/manifest/coreyhaines31-unstuck?format=text
Install alias
/api/registry/install/coreyhaines31-unstuck
Recommend
/api/registry/recommend?task=Use%20unstuck%20in%20an%20agent%20workflow&limit=3
Agent fit
Workflow automation
Platforms
Claude Code, Cursor
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Workflow automation
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO755 GitHub stars
Stars/forks activity
INFO755 stars, 62 forks; issue activity unavailable in current metadata
Recent maintenance
PASS8d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
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利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: unstuck description: "When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first principles, constraint toggling, analogical transfer, and more from a 10-technique inventory) until the wall cracks or is proven load-bearing. Generates a minimum of 10 angles before evaluating any. AGENTS: use this on yourself mid-task — when an API doesn't support what you need, an approach has failed twice, or a \"that's not possible\" / \"the only option is\" sentence is forming in your response, run the fast path BEFORE reporting a dead end; every dead-end report should arrive with tried-angles receipts. Archives every wall to ~/.config/makerskills/unstuck/archive/ so you learn which techniques crack YOUR walls. Sits upstream of decide: turns \"impossible\" into 2–3 viable angles, then decide picks one. Triggers on \"/unstuck,\" \"I'm stuck,\" \"this seems impossible,\" \"we hit a wall,\" \"there's no way to,\" \"they said no,\" \"dead end,\" \"out of options,\" \"I've tried everything,\" \"work around this,\" \"think outside the box.\"" metadata: version: 0.1.0 ---
# /unstuck — The roadblock antidote
Turns "impossible" into angles. Classifies the wall, runs the right lateral-thinking techniques against it, and doesn't stop at the first mediocre workaround. Output is either a set of viable angles with next actions — or an honest "this wall is load-bearing, reroute the goal."
**Two modes:** - **User-invoked** — someone is stuck and asks. Full 7-step workflow below. - **Agent fast path** — YOU (the agent) hit the wall mid-task. See [Agent fast path](#agent-fast-path) — run it before telling the user something can't be done.
## The mental model: walls have types, and the type picks the crowbar
"Impossible" is a claim, not a fact. It almost always decompiles into something weaker: *expensive*, *against the rules*, *nobody's done it*, *I don't know how*. Only *actually impossible* (physics, math, arithmetic) ends the session — and it ends it honestly.
| Wall type | What "impossible" actually means | Lead techniques (see `references/techniques.md`) | |---|---|---| | **Assumption** | An inherited belief nobody re-verified | T1 assumption autopsy, T3 first principles | | **Framing** | The goal is stated in a way that excludes the answer | T4 altitude shift, T2 inversion, T5 work backwards | | **Gatekeeper** | A person/org said no | T10 interrogate the no, T6 analogical transfer | | **Tool/tech** | "X doesn't support Y" | T9 SCAMPER (substitute the primitive), T6 analogical transfer | | **Resource** | Not enough time/money/people | T7 constraint toggling, T8 provocation | | **Physics/math** | Actually impossible (rare) | Honest exit — reroute the goal, the wall is load-bearing |
## Step 1 — Capture the wall
Get from the user (one structured message, don't round-trip):
- **The goal** — what are you ultimately trying to do? (Not the blocked step — the job it serves.) - **The wall** — what exactly blocks it? - **Attempts** — what have you already tried? - **The source of the no** — who or what said no? Physics? A vendor's docs? A person? An error message? Your own assumption? - **Stakes + deadline** — how much does breaking this wall matter, by when?
If the user says "I've tried everything," ask for the list. "Everything" is usually 2–3 things.
## Step 2 — Classify the wall
Use the taxonomy above. State the classification and why. Two rules:
1. **Decompile the word "impossible."** Restate the wall without it: "expensive," "undocumented," "they refused," "I don't know how." The restatement usually names the wall type. 2. **Restate the problem at two altitudes** before proceeding — one level more abstract (*what job is this serving?*) and one level more concrete (*what literally fails, at which exact step?*). Many walls dissolve at a different altitude; if one does, say so and skip to Step 6.
## Step 3 — Assumption autopsy (always runs)
Run T1 from `references/techniques.md` regardless of wall type: enumerate every assumption embedded in the problem statement, mark each **verified fact** vs **inherited belief**, and attack the beliefs. Most walls die here — the ones that don't are at least correctly framed for Step 4.
## Step 4 — Run the triaged techniques
Pick 2–3 more techniques by wall type (lead techniques in the table; full triage guidance in `references/techniques.md`). For each, generate 2–3 angles.
**Rules of generation:** - **Quantity gate: minimum 10 angles total before evaluating any.** The first workaround is usually mediocre. No judging, no feasibility talk, no "but" during generation. - Angles must be **different in kind**, not variations — three flavors of "ask again nicer" is one angle. - Wild angles are welcome at this stage; they get filtered in Step 5, and they often seed the viable ones.
## Step 5 — Triage the angles
Sort every angle into:
- **Try now** — feasible with what's in hand; has a concrete first action - **Needs research** — viable if an unknown checks out → route to `/deep-research` - **Wild but worth 30 min** — low odds, trivial cost, asymmetric payoff - **Dead** — violates a real constraint (say which)
## Step 6 — Commit
- Pick **1–3 angles** with a concrete next action each. - If 2+ viable angles are mutually exclusive → hand the fork to `/decide`. - If NOTHING survived triage and the wall is physics/math class: say so plainly. **"The wall is load-bearing — reroute the goal" is a legitimate, successful output.** Recommend what the rerouted goal looks like.
## Step 7 — Archive
Archives live in `${MAKERSKILLS_CONFIG:-$HOME/.config/makerskills}/unstuck/archive/` (create the directory if missing). Never write archives inside the skill's own folder — skill installs and upgrades re-sync from source and wipe anything saved there.
Write to `<archive dir>/<YYYY-MM-DD>-<slug>.md`:
```markdown # Wall: <one-line>
**Date:** YYYY-MM-DD **Invoked by:** user | agent **Wall type:** assumption / framing / gatekeeper / tool / resource / physics **Goal it blocked:** <one line>
## The wall as stated <verbatim>
## The wall decompiled <restated without "impossible">
## Assumptions attacked - <belief> → <held / broke>
## Techniques run T1, T4, T7 — <one line on what each surfaced>
## Angles (all of them) 1. <angle> — try now / research / wild / dead 2. …
## Committed **<the angle(s) chosen>** — next action: <concrete step> (or: "Wall is load-bearing — rerouted goal to <X>")
## Outcome (fill in later) <did the angle work?> ```
Append to `<archive dir>/INDEX.md` (create if missing):
```markdown - 2026-07-14 — [<wall>](./<filename>.md) — <type> — **<committed angle or "rerouted">** ```
Over time this becomes a pattern library: grep it to learn which techniques actually crack *your* walls, and which wall types recur (a recurring wall is usually one unexamined assumption upstream).
## Agent fast path
For when YOU (the agent) hit the wall mid-task. Trigger condition: an API/tool doesn't support what's needed, an approach has failed twice, or you notice a "that's not possible," "unfortunately," or "the only option is" sentence forming in your response.
**Before reporting a dead end to the user, run inline (no interactive capture — you already have the wall in context):**
1. **Classify** the wall (taxonomy above) — one line. 2. **Autopsy** — list the 3–5 assumptions in your framing; mark inherited beliefs. ("The cursor must be a text character." "This must happen client-side." "The API is the only way in.") 3. **Run 2 techniques** matched to the wall type — generate 5+ angles minimum for inline recoveries. **If you end up reporting a dead end to the user, the full 10-angle gate applies first** — a dead-end report is exactly the moment the gate exists for. 4. **Then either:** - a viable angle exists → **proceed with it** (tell the user the wall you hit and the angle you took), or - nothing viable → report the dead end **with the angle inventory attached**: what you tried, what you considered, why each died. Never a naked "that's not supported." 5. **Archive** the run (Step 7 format, `Invoked by: agent`) when the wall was nontrivial — skip archiving for sub-minute walls.
The success metric: the user stops seeing dead-end reports without tried-angles receipts.
## Composes with
- `decide` — downstream: 2+ mutually exclusive viable angles become a `/decide` fork. Upstream: decide's Q19 ("what missing info would change it?") can route here when the missing thing is an *option*, not information. - `deep-research` — "needs research" angles route there; the brief comes back and re-enters Step 5. - `business-brainstorm` — its "angle to steal" move on Kill verdicts is this skill applied to business ideas. - `pm` — a committed angle becomes a board task. - `second-brain` — archive entries can compile into a "walls I've broken" wiki page.
## Guardrails
- **A no from consent, law, or ethics is a real no.** This skill routes around technical and imagination walls — not people's boundaries. If the wall is "they said no and meant it," the move is interrogating whether there's a *different door they'd happily open* (T10), never pushing on the closed one. - **Time-box: 20–40 minutes.** This is a crowbar, not a philosophy seminar. If the sprint ends without a crack, archive what was tried and either schedule a revisit or reroute. - **Honest exit beats toxic positivity.** Declaring a wall load-bearing after a real attempt is a win — it converts an ambient frustration into a clear reroute.
## Notes on quality
- **The restatement is half the work.** Most "impossible" problems are impossible *as stated*. Two-altitude restatement (Step 2) before any technique — always. - **Don't let the quantity gate become theater.** 10 angles that are secretly 3 angles in costumes fail the gate. Different in kind. - **Attempts list beats attempts vibe.** "I've tried everything" → get the actual list. The gap between "everything" and the list is where the answer usually lives. - **Archive even the failures.** A wall that didn't crack today, with its angle inventory, is a 5-minute revisit when the landscape changes — instead of a from-scratch session.
Source provenance
Decision snapshot
755 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for unstuck, ready for a manual X post.
unstuck: When a solution seems impossible and the path forward is blocked — the antidote to any roadbl... 755 stars https://www.openagentskill.com/skills/coreyhaines31-unstuck?ref=x
Listing + install path for unstuck: https://www.openagentskill.com/skills/coreyhaines31-unstuck?ref=x Install: npx skills add coreyhaines31/makerskills --skill unstuck
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Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
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[](https://www.openagentskill.com/skills/coreyhaines31-unstuck?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)coreyhaines31
@coreyhaines31
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Sandbox only
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsSandbox only
Install targets
Codex install prompt
Install the "unstuck" agent skill from https://github.com/coreyhaines31/makerskills/tree/main/skills/unstuck. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first principles, constraint toggling, analogical transfer, and more from a 10-technique inventory) until the wall cracks or is proven load-bearing. Generates a minimum of 10 angles before evaluating any. AGENTS: use this on yourself mid-task — when an API doesn't support what you need, an approach has failed twice, or a \"that's not possible\" / \"the only option is\" sentence is forming in your response, run the fast path BEFORE reporting a dead end; every dead-end report should arrive with tried-angles receipts. Archives every wall to ~/.config/makerskills/unstuck/archive/ so you learn which techniques crack YOUR walls. Sits upstream of decide: turns \"impossible\" into 2–3 viable angles, then decide picks one. Triggers After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"coreyhaines31-unstuck","task":"Install unstuck","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + Cursor + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add coreyhaines31/makerskills --skill unstuck
Maintenance
fresh
8d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
755
75/100 Quality · 83/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
755 GitHub stars
Repo activity
755 stars, 62 forks
Maintenance
8d since push
License
MIT
Install
npx skills add coreyhaines31/makerskills --skill unstuck
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add coreyhaines31/makerskills --skill unstuckDo not use when
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/coreyhaines31-unstuck/install
Agent should check
Copy prompt
Task: Use unstuck in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20unstuck%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/coreyhaines31-unstuck/install
Install command: npx skills add coreyhaines31/makerskills --skill unstuck
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/coreyhaines31-unstuck/install
LLM text format
/api/skills/coreyhaines31-unstuck/install?format=text
Find alternatives
/api/skills/search?q=unstuck&limit=3
Agent prompt
Use unstuck for this task. Review https://www.openagentskill.com/api/skills/coreyhaines31-unstuck/install, then install with: npx skills add coreyhaines31/makerskills --skill unstuckRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/coreyhaines31-unstuck
LLM text
/api/registry/manifest/coreyhaines31-unstuck?format=text
Install alias
/api/registry/install/coreyhaines31-unstuck
Recommend
/api/registry/recommend?task=Use%20unstuck%20in%20an%20agent%20workflow&limit=3
Agent fit
Workflow automation
Platforms
Claude Code, Cursor
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Workflow automation
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO755 GitHub stars
Stars/forks activity
INFO755 stars, 62 forks; issue activity unavailable in current metadata
Recent maintenance
PASS8d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: unstuck description: "When a solution seems impossible and the path forward is blocked — the antidote to any roadblock or wall. Refuses to take no for an answer: classifies what kind of \"no\" you actually hit, then runs targeted lateral-thinking techniques (assumption autopsy, inversion, first principles, constraint toggling, analogical transfer, and more from a 10-technique inventory) until the wall cracks or is proven load-bearing. Generates a minimum of 10 angles before evaluating any. AGENTS: use this on yourself mid-task — when an API doesn't support what you need, an approach has failed twice, or a \"that's not possible\" / \"the only option is\" sentence is forming in your response, run the fast path BEFORE reporting a dead end; every dead-end report should arrive with tried-angles receipts. Archives every wall to ~/.config/makerskills/unstuck/archive/ so you learn which techniques crack YOUR walls. Sits upstream of decide: turns \"impossible\" into 2–3 viable angles, then decide picks one. Triggers on \"/unstuck,\" \"I'm stuck,\" \"this seems impossible,\" \"we hit a wall,\" \"there's no way to,\" \"they said no,\" \"dead end,\" \"out of options,\" \"I've tried everything,\" \"work around this,\" \"think outside the box.\"" metadata: version: 0.1.0 ---
# /unstuck — The roadblock antidote
Turns "impossible" into angles. Classifies the wall, runs the right lateral-thinking techniques against it, and doesn't stop at the first mediocre workaround. Output is either a set of viable angles with next actions — or an honest "this wall is load-bearing, reroute the goal."
**Two modes:** - **User-invoked** — someone is stuck and asks. Full 7-step workflow below. - **Agent fast path** — YOU (the agent) hit the wall mid-task. See [Agent fast path](#agent-fast-path) — run it before telling the user something can't be done.
## The mental model: walls have types, and the type picks the crowbar
"Impossible" is a claim, not a fact. It almost always decompiles into something weaker: *expensive*, *against the rules*, *nobody's done it*, *I don't know how*. Only *actually impossible* (physics, math, arithmetic) ends the session — and it ends it honestly.
| Wall type | What "impossible" actually means | Lead techniques (see `references/techniques.md`) | |---|---|---| | **Assumption** | An inherited belief nobody re-verified | T1 assumption autopsy, T3 first principles | | **Framing** | The goal is stated in a way that excludes the answer | T4 altitude shift, T2 inversion, T5 work backwards | | **Gatekeeper** | A person/org said no | T10 interrogate the no, T6 analogical transfer | | **Tool/tech** | "X doesn't support Y" | T9 SCAMPER (substitute the primitive), T6 analogical transfer | | **Resource** | Not enough time/money/people | T7 constraint toggling, T8 provocation | | **Physics/math** | Actually impossible (rare) | Honest exit — reroute the goal, the wall is load-bearing |
## Step 1 — Capture the wall
Get from the user (one structured message, don't round-trip):
- **The goal** — what are you ultimately trying to do? (Not the blocked step — the job it serves.) - **The wall** — what exactly blocks it? - **Attempts** — what have you already tried? - **The source of the no** — who or what said no? Physics? A vendor's docs? A person? An error message? Your own assumption? - **Stakes + deadline** — how much does breaking this wall matter, by when?
If the user says "I've tried everything," ask for the list. "Everything" is usually 2–3 things.
## Step 2 — Classify the wall
Use the taxonomy above. State the classification and why. Two rules:
1. **Decompile the word "impossible."** Restate the wall without it: "expensive," "undocumented," "they refused," "I don't know how." The restatement usually names the wall type. 2. **Restate the problem at two altitudes** before proceeding — one level more abstract (*what job is this serving?*) and one level more concrete (*what literally fails, at which exact step?*). Many walls dissolve at a different altitude; if one does, say so and skip to Step 6.
## Step 3 — Assumption autopsy (always runs)
Run T1 from `references/techniques.md` regardless of wall type: enumerate every assumption embedded in the problem statement, mark each **verified fact** vs **inherited belief**, and attack the beliefs. Most walls die here — the ones that don't are at least correctly framed for Step 4.
## Step 4 — Run the triaged techniques
Pick 2–3 more techniques by wall type (lead techniques in the table; full triage guidance in `references/techniques.md`). For each, generate 2–3 angles.
**Rules of generation:** - **Quantity gate: minimum 10 angles total before evaluating any.** The first workaround is usually mediocre. No judging, no feasibility talk, no "but" during generation. - Angles must be **different in kind**, not variations — three flavors of "ask again nicer" is one angle. - Wild angles are welcome at this stage; they get filtered in Step 5, and they often seed the viable ones.
## Step 5 — Triage the angles
Sort every angle into:
- **Try now** — feasible with what's in hand; has a concrete first action - **Needs research** — viable if an unknown checks out → route to `/deep-research` - **Wild but worth 30 min** — low odds, trivial cost, asymmetric payoff - **Dead** — violates a real constraint (say which)
## Step 6 — Commit
- Pick **1–3 angles** with a concrete next action each. - If 2+ viable angles are mutually exclusive → hand the fork to `/decide`. - If NOTHING survived triage and the wall is physics/math class: say so plainly. **"The wall is load-bearing — reroute the goal" is a legitimate, successful output.** Recommend what the rerouted goal looks like.
## Step 7 — Archive
Archives live in `${MAKERSKILLS_CONFIG:-$HOME/.config/makerskills}/unstuck/archive/` (create the directory if missing). Never write archives inside the skill's own folder — skill installs and upgrades re-sync from source and wipe anything saved there.
Write to `<archive dir>/<YYYY-MM-DD>-<slug>.md`:
```markdown # Wall: <one-line>
**Date:** YYYY-MM-DD **Invoked by:** user | agent **Wall type:** assumption / framing / gatekeeper / tool / resource / physics **Goal it blocked:** <one line>
## The wall as stated <verbatim>
## The wall decompiled <restated without "impossible">
## Assumptions attacked - <belief> → <held / broke>
## Techniques run T1, T4, T7 — <one line on what each surfaced>
## Angles (all of them) 1. <angle> — try now / research / wild / dead 2. …
## Committed **<the angle(s) chosen>** — next action: <concrete step> (or: "Wall is load-bearing — rerouted goal to <X>")
## Outcome (fill in later) <did the angle work?> ```
Append to `<archive dir>/INDEX.md` (create if missing):
```markdown - 2026-07-14 — [<wall>](./<filename>.md) — <type> — **<committed angle or "rerouted">** ```
Over time this becomes a pattern library: grep it to learn which techniques actually crack *your* walls, and which wall types recur (a recurring wall is usually one unexamined assumption upstream).
## Agent fast path
For when YOU (the agent) hit the wall mid-task. Trigger condition: an API/tool doesn't support what's needed, an approach has failed twice, or you notice a "that's not possible," "unfortunately," or "the only option is" sentence forming in your response.
**Before reporting a dead end to the user, run inline (no interactive capture — you already have the wall in context):**
1. **Classify** the wall (taxonomy above) — one line. 2. **Autopsy** — list the 3–5 assumptions in your framing; mark inherited beliefs. ("The cursor must be a text character." "This must happen client-side." "The API is the only way in.") 3. **Run 2 techniques** matched to the wall type — generate 5+ angles minimum for inline recoveries. **If you end up reporting a dead end to the user, the full 10-angle gate applies first** — a dead-end report is exactly the moment the gate exists for. 4. **Then either:** - a viable angle exists → **proceed with it** (tell the user the wall you hit and the angle you took), or - nothing viable → report the dead end **with the angle inventory attached**: what you tried, what you considered, why each died. Never a naked "that's not supported." 5. **Archive** the run (Step 7 format, `Invoked by: agent`) when the wall was nontrivial — skip archiving for sub-minute walls.
The success metric: the user stops seeing dead-end reports without tried-angles receipts.
## Composes with
- `decide` — downstream: 2+ mutually exclusive viable angles become a `/decide` fork. Upstream: decide's Q19 ("what missing info would change it?") can route here when the missing thing is an *option*, not information. - `deep-research` — "needs research" angles route there; the brief comes back and re-enters Step 5. - `business-brainstorm` — its "angle to steal" move on Kill verdicts is this skill applied to business ideas. - `pm` — a committed angle becomes a board task. - `second-brain` — archive entries can compile into a "walls I've broken" wiki page.
## Guardrails
- **A no from consent, law, or ethics is a real no.** This skill routes around technical and imagination walls — not people's boundaries. If the wall is "they said no and meant it," the move is interrogating whether there's a *different door they'd happily open* (T10), never pushing on the closed one. - **Time-box: 20–40 minutes.** This is a crowbar, not a philosophy seminar. If the sprint ends without a crack, archive what was tried and either schedule a revisit or reroute. - **Honest exit beats toxic positivity.** Declaring a wall load-bearing after a real attempt is a win — it converts an ambient frustration into a clear reroute.
## Notes on quality
- **The restatement is half the work.** Most "impossible" problems are impossible *as stated*. Two-altitude restatement (Step 2) before any technique — always. - **Don't let the quantity gate become theater.** 10 angles that are secretly 3 angles in costumes fail the gate. Different in kind. - **Attempts list beats attempts vibe.** "I've tried everything" → get the actual list. The gap between "everything" and the list is where the answer usually lives. - **Archive even the failures.** A wall that didn't crack today, with its angle inventory, is a 5-minute revisit when the landscape changes — instead of a from-scratch session.
Source provenance
Decision snapshot
755 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for unstuck, ready for a manual X post.
unstuck: When a solution seems impossible and the path forward is blocked — the antidote to any roadbl... 755 stars https://www.openagentskill.com/skills/coreyhaines31-unstuck?ref=x
Listing + install path for unstuck: https://www.openagentskill.com/skills/coreyhaines31-unstuck?ref=x Install: npx skills add coreyhaines31/makerskills --skill unstuck
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to coreyhaines31 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
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[](https://www.openagentskill.com/skills/coreyhaines31-unstuck?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/coreyhaines31-unstuck/audit)
[](https://www.openagentskill.com/skills/coreyhaines31-unstuck?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)coreyhaines31
@coreyhaines31
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
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24.7K StarsPermission surface
network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness