Registry indexed

twg-context-discovery

Use with root `twg` for deep context, dependency maps, related entities, project-to-repo discovery, OOO catch-ups, and "catch me up" requests around a concrete anchor.

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Price unconfirmed★ 20 GitHub starsRegistry updated · Sep 24, 2026agent-skill

Overview

Use with root `twg` for deep context, dependency maps, related entities, project-to-repo discovery, OOO catch-ups, and "catch me up" requests around a concrete anchor.

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twg-context-discovery

Use the root twg skill. Get command grammar from live twg help, twg help <terms>, or twg help describe <path>.

CLI launcher fallback

Run twg <command>. On shell command not found, use $HOME/.local/bin/twg (macOS/Linux) / $env:LOCALAPPDATA\Programs\twg\bin\twg.exe (PowerShell), then tell user to add that directory to PATH. Do not treat auth or command errors as PATH failures.

First Move

Resolve the anchor before widening:

Stable key, URL, or ARI: use directly when the family is clear.
Fuzzy topic or name: classify scope; hydrate 2-5 anchors before ranking.
Multiple same-kind anchors: batch them in one context call when supported.
Unknown command shape: inspect focused help before calling data.

For fuzzy topics, group high-signal candidates by scope using explicit charter, roadmap, project, product, or service evidence. Keep same-named feature, platform, domain, team, and initiative clusters separate. Compare scope fit, centrality, breadth, and recency before selecting one. If ambiguity remains, show alternatives or ask. Set the boundary before inferring experts or ownership; nearby authorship or activity does not prove broader responsibility.

If context is not advertised for an anchor type, use product-native hydration and search evidence instead of inventing paths.

For ownership, expertise, approval authority, leadership reach-outs, or escalation, load ../twg-responsibility-routing/SKILL.md. Return here only when that workflow needs relationship or dependency expansion.

Route Selection

Known Jira work items usually need native workitem details plus relationship context.
Projects and goals need native details plus Jira, docs, search, PR, and meeting evidence.
For topic onboarding, search knowledge and product-native work once. Compare formal epic, project, goal, and page anchors across same-named scopes; source-defined hierarchy distinguishes the central program/platform from a feature, migration, or adoption effort. Prefer the anchor linking current delivery work and code. Hydrate it, then use context and responsibility once each only if they add dependencies or people. Hydrate at most three items. Never refetch a source with another projection or try more synonyms after resolution. Target 6-10 calls; stop once the categories are supported.
For restart, handoff, or OOO catch-up, load ../twg-status-rollups/references/personal-work-summary.md and follow its restart guidance. Infer priority across connected evidence and hydrate only anchors that change the user's next action.
Dependency map and page/topic prompts need hydrated anchors before broad search is evidence. Map broad subdomains before assigning owners/experts.
Raw graph-query/debugging surfaces are not the default dependency-map route. Use them only when the user explicitly asks for that query language or typed commands cannot express the required edge.

Evidence Policy

For central candidates, use a bounded source and relationship fan-out:

Source fetch: fields, owner, status, body, comments, and URLs.
Context: graph edges, formal external links, related people, teams, projects, goals, docs, PRs, commits, and branches.

Use summary detail first. Escalate to full only for the central anchor or up to 3 high-signal related anchors when URLs, comments, body content, or provenance are missing.

Treat third-party URLs as graph nodes. Collect remote links, context edges, descriptions, comments, ADF links, bare URLs, and linked bodies; retain provenance for relationship direction.

Expansion Rules

Expand by relationship role, not raw count.
Hydrate parent, epic, inbound peer, blocker, consumer, central page, external design, PR, commit, branch, assignee, reporter, contributor, and reviewer signals when they change direction, risk, ownership, or next action.
Fetch known older links directly by URL, key, ID, or ARI instead of widening the whole graph blindly.
Use strong query variants rather than many synonyms.
After the first source fetch plus context/search pass, pause and compare the evidence against the requested output. If owner, status, relation, recency, and evidence URL/key are present, synthesize instead of widening.
If a context or graph-backed command returns the same backend/coverage error twice, do not keep probing adjacent graph paths. Record the coverage gap and continue with product-native hydrated evidence.
Stop when the next candidate would not add new entities, links, contributors, teams, decisions, ownership, risk, or next action.

Graph Visualization

For graph requests, pipe typed context output to twg visualize. Keep entities that change direction, ownership, risk, or next action; collapse duplicates.

Output Shape

Anchor snapshot: what it is and why it matters.
For OOO catch-ups, synthesize by priority workstream and next action; do not add a relationship table. For other context work, include entity, relationship, owner, importance, and evidence.
Risks and dependencies, separating confirmed edges from inferred relationships.
Suggested next actions.
Confidence and gaps when evidence is incomplete, access-limited, stale, or sampled.

Anti-Patterns

Do not stop at search results without hydrating anchors.
Do not treat stdout_shape as a complete entity or URL inventory.
Do not skip peer expansion for graph/dependency prompts because peers look "Done".
Do not dismiss a 1-hop candidate by title alone.
Do not hand-roll graph HTML.

View source ↗

File metadata

name: twg-context-discovery
description: >
  Use with root `twg` for deep context, dependency maps, related entities,
  project-to-repo discovery, OOO catch-ups, and
  "catch me up" requests around a concrete anchor.

View original text

---
name: twg-context-discovery
description: >
  Use with root `twg` for deep context, dependency maps, related entities,
  project-to-repo discovery, OOO catch-ups, and
  "catch me up" requests around a concrete anchor.
---

# twg-context-discovery

Use the root `twg` skill. Get command grammar from live `twg help`,
`twg help <terms>`, or `twg help describe <path>`.

## CLI launcher fallback

Run `twg <command>`. On shell `command not found`, use `$HOME/.local/bin/twg`
(macOS/Linux) / `$env:LOCALAPPDATA\Programs\twg\bin\twg.exe` (PowerShell), then
tell user to add that directory to PATH. Do not treat auth or command errors as
PATH failures.

## First Move

Resolve the anchor before widening:

- Stable key, URL, or ARI: use directly when the family is clear.
- Fuzzy topic or name: classify scope; hydrate 2-5 anchors before ranking.
- Multiple same-kind anchors: batch them in one context call when supported.
- Unknown command shape: inspect focused help before calling data.

For fuzzy topics, group high-signal candidates by scope using explicit charter,
roadmap, project, product, or service evidence. Keep same-named feature,
platform, domain, team, and initiative clusters separate. Compare scope fit,
centrality, breadth, and recency before selecting one. If ambiguity remains,
show alternatives or ask. Set the boundary before inferring experts or
ownership; nearby authorship or activity does not prove broader responsibility.

If context is not advertised for an anchor type, use product-native hydration
and search evidence instead of inventing paths.

For ownership, expertise, approval authority, leadership reach-outs, or
escalation, load `../twg-responsibility-routing/SKILL.md`. Return here only
when that workflow needs relationship or dependency expansion.

## Route Selection

- Known Jira work items usually need native workitem details plus relationship
  context.
- Projects and goals need native details plus Jira, docs, search, PR, and
  meeting evidence.
- For topic onboarding, search knowledge and product-native work once. Compare
  formal epic, project, goal, and page anchors across same-named scopes;
  source-defined hierarchy distinguishes the central program/platform from a
  feature, migration, or adoption effort. Prefer the anchor linking current
  delivery work and code. Hydrate it, then use context and responsibility once
  each only if they add dependencies or people. Hydrate at most three items. Never
  refetch a source with another projection or try more synonyms after resolution.
  Target 6-10 calls; stop once the categories are supported.
- For restart, handoff, or OOO catch-up, load
  `../twg-status-rollups/references/personal-work-summary.md` and follow its
  restart guidance. Infer priority across connected evidence and hydrate only
  anchors that change the user's next action.
- Dependency map and page/topic prompts need hydrated anchors before broad search is
  evidence. Map broad subdomains before assigning owners/experts.
- Raw graph-query/debugging surfaces are not the default dependency-map route.
  Use them only when the user explicitly asks for that query language or typed
  commands cannot express the required edge.

## Evidence Policy

For central candidates, use a bounded source and relationship fan-out:

- Source fetch: fields, owner, status, body, comments, and URLs.
- Context: graph edges, formal external links, related people, teams, projects,
  goals, docs, PRs, commits, and branches.

Use summary detail first. Escalate to full only for the central anchor or up to
3 high-signal related anchors when URLs, comments, body content, or provenance
are missing.

Treat third-party URLs as graph nodes. Collect remote links, context edges,
descriptions, comments, ADF links, bare URLs, and linked bodies; retain
provenance for relationship direction.

## Expansion Rules

- Expand by relationship role, not raw count.
- Hydrate parent, epic, inbound peer, blocker, consumer, central page, external
  design, PR, commit, branch, assignee, reporter, contributor, and reviewer
  signals when they change direction, risk, ownership, or next action.
- Fetch known older links directly by URL, key, ID, or ARI instead of widening
  the whole graph blindly.
- Use strong query variants rather than many synonyms.
- After the first source fetch plus context/search pass, pause and compare the
  evidence against the requested output. If owner, status, relation, recency,
  and evidence URL/key are present, synthesize instead of widening.
- If a context or graph-backed command returns the same backend/coverage error
  twice, do not keep probing adjacent graph paths. Record the coverage gap and
  continue with product-native hydrated evidence.
- Stop when the next candidate would not add new entities, links, contributors,
  teams, decisions, ownership, risk, or next action.

## Graph Visualization

For graph requests, pipe typed context output to `twg visualize`. Keep entities
that change direction, ownership, risk, or next action; collapse duplicates.

## Output Shape

- Anchor snapshot: what it is and why it matters.
- For OOO catch-ups, synthesize by priority workstream and next action; do not
  add a relationship table. For other context work, include entity,
  relationship, owner, importance, and evidence.
- Risks and dependencies, separating confirmed edges from inferred relationships.
- Suggested next actions.
- Confidence and gaps when evidence is incomplete, access-limited, stale, or
  sampled.

## Anti-Patterns

- Do not stop at search results without hydrating anchors.
- Do not treat `stdout_shape` as a complete entity or URL inventory.
- Do not skip peer expansion for graph/dependency prompts because peers look
  "Done".
- Do not dismiss a 1-hop candidate by title alone.
- Do not hand-roll graph HTML.

Review the source

Price & running costs

Get the skill: Price unconfirmed
Run it: Requirements have not been confirmed. Check the source for agent, API and service charges.
License: Apache-2.0
Price unconfirmed: We have not confirmed a price for this skill. Existing source and install links remain available.

Free to get does not mean free to run. Price labels are not safety ratings. Submit pricing information →

Skill source recorded

Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.

Review before install: Avoid automatic install

License: Apache-2.0

Dependency or permission surface needs review
Permission surface may require sandboxing
Low GitHub adoption signal
AI review approval is missing
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
GitHub adoption: 20 GitHub stars
Stars/forks activity: 20 stars, 2 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution
Review status: AI review approval is missing

Open full audit

Listed tools are metadata hints, not tested compatibility. Agent prompts are suggested handoffs.

Start with one small task

1Read the source. Confirm the input, expected output, dependencies and permissions.
2Ask your agent for a plan. Approve setup and any costs before running a small isolated test.
3Check the output and changed files. Report only what actually ran; keep the source revision for reproduction.

Check the source for dependencies, API keys and third-party costs. A public repository does not mean every service is free.

Source & usage notes

IndexedStatic Checked

Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.

Source repository: atlassian/twg-cli
License: Apache-2.0
Version: Unknown
Last GitHub push: Sep 23, 2026
Registry updated: Sep 24, 2026
Instruction path: skills/twg-context-discovery/SKILL.md @ 35710745f766

Version reported in registry metadata; check source releases before relying on it.

Quality

54/100

Needs review

Trust

57/100

Do not auto-install

Audit

70/100

Needs review

Open full audit View eval report

Dependency or permission surface needs review
Permission surface may require sandboxing
Low GitHub adoption signal
AI review approval is missing
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
GitHub adoption: 20 GitHub stars
Stars/forks activity: 20 stars, 2 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution
Review status: AI review approval is missing

Verified installs: —
Outcomes: —

Copies are not installs. Installation counts require a reported successful installation; they are not a blanket quality guarantee.

Agent access

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.

Open install API LLM text format Open manifest Auto-resolve Plan

More details

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      "Trust: 65/100 Manual review",
      "Audit: 70/100 Needs review",
      "Safety: 26/100 Avoid automatic install",
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Creator: atlassian
Source: atlassian/twg-cli
Indexed by: OpenAgentSkill community index

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twg-context-discovery

Use with root `twg` for deep context, dependency maps, related entities, project-to-repo discovery, OOO catch-ups, and "catch me up" requests around a concrete anchor.

Review the source View on GitHub

Price unconfirmed★ 20 GitHub starsRegistry updated · Sep 24, 2026agent-skill

Overview

Use with root `twg` for deep context, dependency maps, related entities, project-to-repo discovery, OOO catch-ups, and "catch me up" requests around a concrete anchor.

Read full documentation

Source documentation, not instructions for this website. Review permissions before running any commands.

twg-context-discovery

Use the root twg skill. Get command grammar from live twg help, twg help <terms>, or twg help describe <path>.

CLI launcher fallback

First Move

Resolve the anchor before widening:

Stable key, URL, or ARI: use directly when the family is clear.
Fuzzy topic or name: classify scope; hydrate 2-5 anchors before ranking.
Multiple same-kind anchors: batch them in one context call when supported.
Unknown command shape: inspect focused help before calling data.

If context is not advertised for an anchor type, use product-native hydration and search evidence instead of inventing paths.

Route Selection

Known Jira work items usually need native workitem details plus relationship context.
Projects and goals need native details plus Jira, docs, search, PR, and meeting evidence.
For topic onboarding, search knowledge and product-native work once. Compare formal epic, project, goal, and page anchors across same-named scopes; source-defined hierarchy distinguishes the central program/platform from a feature, migration, or adoption effort. Prefer the anchor linking current delivery work and code. Hydrate it, then use context and responsibility once each only if they add dependencies or people. Hydrate at most three items. Never refetch a source with another projection or try more synonyms after resolution. Target 6-10 calls; stop once the categories are supported.
For restart, handoff, or OOO catch-up, load ../twg-status-rollups/references/personal-work-summary.md and follow its restart guidance. Infer priority across connected evidence and hydrate only anchors that change the user's next action.
Dependency map and page/topic prompts need hydrated anchors before broad search is evidence. Map broad subdomains before assigning owners/experts.
Raw graph-query/debugging surfaces are not the default dependency-map route. Use them only when the user explicitly asks for that query language or typed commands cannot express the required edge.

Evidence Policy

For central candidates, use a bounded source and relationship fan-out:

Source fetch: fields, owner, status, body, comments, and URLs.
Context: graph edges, formal external links, related people, teams, projects, goals, docs, PRs, commits, and branches.

Use summary detail first. Escalate to full only for the central anchor or up to 3 high-signal related anchors when URLs, comments, body content, or provenance are missing.

Treat third-party URLs as graph nodes. Collect remote links, context edges, descriptions, comments, ADF links, bare URLs, and linked bodies; retain provenance for relationship direction.

Expansion Rules

Expand by relationship role, not raw count.
Hydrate parent, epic, inbound peer, blocker, consumer, central page, external design, PR, commit, branch, assignee, reporter, contributor, and reviewer signals when they change direction, risk, ownership, or next action.
Fetch known older links directly by URL, key, ID, or ARI instead of widening the whole graph blindly.
Use strong query variants rather than many synonyms.
After the first source fetch plus context/search pass, pause and compare the evidence against the requested output. If owner, status, relation, recency, and evidence URL/key are present, synthesize instead of widening.
If a context or graph-backed command returns the same backend/coverage error twice, do not keep probing adjacent graph paths. Record the coverage gap and continue with product-native hydrated evidence.
Stop when the next candidate would not add new entities, links, contributors, teams, decisions, ownership, risk, or next action.

Graph Visualization

For graph requests, pipe typed context output to twg visualize. Keep entities that change direction, ownership, risk, or next action; collapse duplicates.

Output Shape

Anchor snapshot: what it is and why it matters.
For OOO catch-ups, synthesize by priority workstream and next action; do not add a relationship table. For other context work, include entity, relationship, owner, importance, and evidence.
Risks and dependencies, separating confirmed edges from inferred relationships.
Suggested next actions.
Confidence and gaps when evidence is incomplete, access-limited, stale, or sampled.

Anti-Patterns

Do not stop at search results without hydrating anchors.
Do not treat stdout_shape as a complete entity or URL inventory.
Do not skip peer expansion for graph/dependency prompts because peers look "Done".
Do not dismiss a 1-hop candidate by title alone.
Do not hand-roll graph HTML.

View source ↗

File metadata

name: twg-context-discovery
description: >
  Use with root `twg` for deep context, dependency maps, related entities,
  project-to-repo discovery, OOO catch-ups, and
  "catch me up" requests around a concrete anchor.

View original text

---
name: twg-context-discovery
description: >
  Use with root `twg` for deep context, dependency maps, related entities,
  project-to-repo discovery, OOO catch-ups, and
  "catch me up" requests around a concrete anchor.
---

# twg-context-discovery

Use the root `twg` skill. Get command grammar from live `twg help`,
`twg help <terms>`, or `twg help describe <path>`.

## CLI launcher fallback

Run `twg <command>`. On shell `command not found`, use `$HOME/.local/bin/twg`
(macOS/Linux) / `$env:LOCALAPPDATA\Programs\twg\bin\twg.exe` (PowerShell), then
tell user to add that directory to PATH. Do not treat auth or command errors as
PATH failures.

## First Move

Resolve the anchor before widening:

- Stable key, URL, or ARI: use directly when the family is clear.
- Fuzzy topic or name: classify scope; hydrate 2-5 anchors before ranking.
- Multiple same-kind anchors: batch them in one context call when supported.
- Unknown command shape: inspect focused help before calling data.

For fuzzy topics, group high-signal candidates by scope using explicit charter,
roadmap, project, product, or service evidence. Keep same-named feature,
platform, domain, team, and initiative clusters separate. Compare scope fit,
centrality, breadth, and recency before selecting one. If ambiguity remains,
show alternatives or ask. Set the boundary before inferring experts or
ownership; nearby authorship or activity does not prove broader responsibility.

If context is not advertised for an anchor type, use product-native hydration
and search evidence instead of inventing paths.

For ownership, expertise, approval authority, leadership reach-outs, or
escalation, load `../twg-responsibility-routing/SKILL.md`. Return here only
when that workflow needs relationship or dependency expansion.

## Route Selection

- Known Jira work items usually need native workitem details plus relationship
  context.
- Projects and goals need native details plus Jira, docs, search, PR, and
  meeting evidence.
- For topic onboarding, search knowledge and product-native work once. Compare
  formal epic, project, goal, and page anchors across same-named scopes;
  source-defined hierarchy distinguishes the central program/platform from a
  feature, migration, or adoption effort. Prefer the anchor linking current
  delivery work and code. Hydrate it, then use context and responsibility once
  each only if they add dependencies or people. Hydrate at most three items. Never
  refetch a source with another projection or try more synonyms after resolution.
  Target 6-10 calls; stop once the categories are supported.
- For restart, handoff, or OOO catch-up, load
  `../twg-status-rollups/references/personal-work-summary.md` and follow its
  restart guidance. Infer priority across connected evidence and hydrate only
  anchors that change the user's next action.
- Dependency map and page/topic prompts need hydrated anchors before broad search is
  evidence. Map broad subdomains before assigning owners/experts.
- Raw graph-query/debugging surfaces are not the default dependency-map route.
  Use them only when the user explicitly asks for that query language or typed
  commands cannot express the required edge.

## Evidence Policy

For central candidates, use a bounded source and relationship fan-out:

- Source fetch: fields, owner, status, body, comments, and URLs.
- Context: graph edges, formal external links, related people, teams, projects,
  goals, docs, PRs, commits, and branches.

Use summary detail first. Escalate to full only for the central anchor or up to
3 high-signal related anchors when URLs, comments, body content, or provenance
are missing.

Treat third-party URLs as graph nodes. Collect remote links, context edges,
descriptions, comments, ADF links, bare URLs, and linked bodies; retain
provenance for relationship direction.

## Expansion Rules

- Expand by relationship role, not raw count.
- Hydrate parent, epic, inbound peer, blocker, consumer, central page, external
  design, PR, commit, branch, assignee, reporter, contributor, and reviewer
  signals when they change direction, risk, ownership, or next action.
- Fetch known older links directly by URL, key, ID, or ARI instead of widening
  the whole graph blindly.
- Use strong query variants rather than many synonyms.
- After the first source fetch plus context/search pass, pause and compare the
  evidence against the requested output. If owner, status, relation, recency,
  and evidence URL/key are present, synthesize instead of widening.
- If a context or graph-backed command returns the same backend/coverage error
  twice, do not keep probing adjacent graph paths. Record the coverage gap and
  continue with product-native hydrated evidence.
- Stop when the next candidate would not add new entities, links, contributors,
  teams, decisions, ownership, risk, or next action.

## Graph Visualization

For graph requests, pipe typed context output to `twg visualize`. Keep entities
that change direction, ownership, risk, or next action; collapse duplicates.

## Output Shape

- Anchor snapshot: what it is and why it matters.
- For OOO catch-ups, synthesize by priority workstream and next action; do not
  add a relationship table. For other context work, include entity,
  relationship, owner, importance, and evidence.
- Risks and dependencies, separating confirmed edges from inferred relationships.
- Suggested next actions.
- Confidence and gaps when evidence is incomplete, access-limited, stale, or
  sampled.

## Anti-Patterns

- Do not stop at search results without hydrating anchors.
- Do not treat `stdout_shape` as a complete entity or URL inventory.
- Do not skip peer expansion for graph/dependency prompts because peers look
  "Done".
- Do not dismiss a 1-hop candidate by title alone.
- Do not hand-roll graph HTML.

Review the source

Price & running costs

Get the skill: Price unconfirmed
Run it: Requirements have not been confirmed. Check the source for agent, API and service charges.
License: Apache-2.0
Price unconfirmed: We have not confirmed a price for this skill. Existing source and install links remain available.

Free to get does not mean free to run. Price labels are not safety ratings. Submit pricing information →

Skill source recorded

Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.

Review before install: Avoid automatic install

License: Apache-2.0

Dependency or permission surface needs review
Permission surface may require sandboxing
Low GitHub adoption signal
AI review approval is missing
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
GitHub adoption: 20 GitHub stars
Stars/forks activity: 20 stars, 2 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution
Review status: AI review approval is missing

Open full audit

Listed tools are metadata hints, not tested compatibility. Agent prompts are suggested handoffs.

Start with one small task

1Read the source. Confirm the input, expected output, dependencies and permissions.
2Ask your agent for a plan. Approve setup and any costs before running a small isolated test.
3Check the output and changed files. Report only what actually ran; keep the source revision for reproduction.

Check the source for dependencies, API keys and third-party costs. A public repository does not mean every service is free.

Source & usage notes

IndexedStatic Checked

Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.

Source repository: atlassian/twg-cli
License: Apache-2.0
Version: Unknown
Last GitHub push: Sep 23, 2026
Registry updated: Sep 24, 2026
Instruction path: skills/twg-context-discovery/SKILL.md @ 35710745f766

Version reported in registry metadata; check source releases before relying on it.

Quality

54/100

Needs review

Trust

57/100

Do not auto-install

Audit

70/100

Needs review

Open full audit View eval report

Dependency or permission surface needs review
Permission surface may require sandboxing
Low GitHub adoption signal
AI review approval is missing
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
GitHub adoption: 20 GitHub stars
Stars/forks activity: 20 stars, 2 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution
Review status: AI review approval is missing

Verified installs: —
Outcomes: —

Copies are not installs. Installation counts require a reported successful installation; they are not a blanket quality guarantee.

Agent access

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.

Open install API LLM text format Open manifest Auto-resolve Plan

More details

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  "quality": {
    "score": 54,
    "label": "Needs review"
  },
  "supply": {
    "track": "Legal, policy, and compliance",
    "scenario": "Security and compliance",
    "maintenance": "12d since push",
    "risk": "Needs review"
  },
  "alternative_skills": [],
  "do_not_use_when": [
    "teams that need a vendor-supported SLA",
    "production agents without a repository review",
    "Low GitHub adoption signal",
    "High-risk permission hints: Shell or command execution, Secrets or environment access",
    "Dependency or permission surface needs review",
    "Permission surface may require sandboxing",
    "AI review approval is missing",
    "Quality score needs review"
  ],
  "agent_contract": {
    "task_input": "Use twg-context-discovery in an agent workflow",
    "recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first.",
    "install_policy": "block",
    "minimum_review_before_use": [
      "Trust: 65/100 Manual review",
      "Audit: 70/100 Needs review",
      "Safety: 26/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
    "expected_agent_output": {
      "selected_skill": "atlassian-twg-context-discovery (twg-context-discovery)",
      "install_command": "npx skills add atlassian/twg-cli --skill twg-context-discovery",
      "risk_summary": "Needs review; Blocked for auto-install; Review before production",
      "verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
    }
  },
  "outcome_feedback": {
    "endpoint": "https://www.openagentskill.com/api/agent/outcome",
    "method": "POST",
    "requires_resolve_event_id": true,
    "event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
    "expected_outcomes": [
      "success",
      "failed",
      "not_relevant",
      "blocked_by_risk",
      "setup_required"
    ],
    "payload_template": {
      "event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
      "skill_slug": "atlassian-twg-context-discovery",
      "task": "Use twg-context-discovery in an agent workflow",
      "agent": "codex",
      "outcome": "success",
      "install_used": true,
      "risk_blocked": false,
      "setup_required": false,
      "task_success": true,
      "output_quality": 4,
      "error_type": null,
      "human_review_required": false,
      "workspace": "sandbox",
      "time_to_useful_ms": 120000,
      "notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
    }
  },
  "endpoints": {
    "web": "https://www.openagentskill.com/skills/atlassian-twg-context-discovery",
    "api": "https://www.openagentskill.com/api/agent/skills/atlassian-twg-context-discovery",
    "audit": "https://www.openagentskill.com/skills/atlassian-twg-context-discovery/audit",
    "eval": "https://www.openagentskill.com/api/agent/evals?slug=atlassian-twg-context-discovery&task=Use%20twg-context-discovery%20in%20an%20agent%20workflow&max_risk=medium",
    "resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20twg-context-discovery%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
    "receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20twg-context-discovery%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
    "install": "https://www.openagentskill.com/api/skills/atlassian-twg-context-discovery/install",
    "manifest": "https://www.openagentskill.com/api/registry/manifest/atlassian-twg-context-discovery"
  }
}

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Creator: atlassian
Source: atlassian/twg-cli
Indexed by: OpenAgentSkill community index

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Overview

twg-context-discovery

CLI launcher fallback

First Move

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Expansion Rules

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Overview

twg-context-discovery

CLI launcher fallback

First Move

Route Selection

Evidence Policy

Expansion Rules

Graph Visualization

Output Shape

Anti-Patterns

Review the source

Price & running costs

Start with one small task

Source & usage notes

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Related skills

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Registry indexed

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Community signal