Agent skill · Audited from source
Goal Framing
skill · GanyuanRan/AegisMIT licenceAudited 18 Oct 2026 · source 177240a262fe
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 177240a262fe and found no filesystem, network or shell access and no hard-coded secrets. What it does: Use when the user explicitly sets an Aegis goal with /aegis-goal, Aegis goal:, or asks to define goal, success evidence, stop condition, or task boundaries before work.
Cite
Cite this page
ModelsAtlas. “Goal Framing (GanyuanRan/Aegis)”. Retrieved 18 Oct 2026. https://modelsatlas.com/skills/ganyuanran/goal-framing
Trust audit
Audit 0.4.1 · source read 18 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha 177240a262fe · 18 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- PublisherGanyuanRan GitHub userOwner of the repository this skill is read from
- Source folderGanyuanRan/Aegis/skills/goal-framingThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdict177240a262feA new audit runs when the source changes
- Repository statusNot archivedPushed today
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Use when the user explicitly sets an Aegis goal with /aegis-goal, Aegis goal:, or asks to define goal, success evidence, stop condition, or task boundaries before work.
--- name: goal-framing description: "Use when the user explicitly sets an Aegis goal with /aegis-goal, Aegis goal:, or asks to define goal, success evidence, stop condition, or task boundaries before work." --- # Aegis Goal Framing Use this skill to create a thin goal frame before execution. It is opt-in and boundary-setting only. Do not use it for tiny edits, one-command checks, or ordinary fast-path Q&A unless the user explicitly asks for `/aegis-goal` or `Aegis goal:`. ## Authority Boundary Current owner: - Method Pack task framing Not owned here: - authoritative `GateDecision` - final evidence sufficiency - final completion authority is not owned here - host daemon / automatic stop enforcement ## Input Forms Treat these as equivalent: - `/aegis-goal <task description>` - `Aegis goal: <task description>` - "Define the goal / stop condition before we start" Slash commands are optional host shortcuts. The natural-language form is the portable fallback. Example: ```text Aegis goal: Fix the auth refresh bug without rewriting the auth system. ``` ## Output Produce the smallest useful frame, then continue into the routed workflow in the same turn. ```text TaskIntentDraft: - Requested outcome: - Goal: - Success evidence: - Stop condition: - Non-goals: - Constraints: - Scope: - Risk hints: - Aegis Visibility: - Route: - Next: ``` Default behavior: - Do not stop after `TaskIntentDraft`. - Treat the frame as the start protocol for execution, not as the final answer. - After the compact frame, immediately take the `Next` action for the selected route when the user asked to do the work. - Keep the visible frame natural and short when the goal is clear; do not emit a large internal-looking card unless the user asked for a formal frame. - Use `Aegis Visibility` to say why the goal frame constrains the route, stop condition, or non-goals. Do not add trace ceremony unless the user explicitly asks for auditability. Frame-only behavior: - Stop at the frame only when the user explicitly asks to only define the goal, only define the stop condition, not execute, not implement, not write a plan, or wait for confirmation before continuing. - If required information is missing, state the missing input and stop with `blocked` rather than pretending to continue. Stop condition must distinguish: State set: `done`, `blocked`, `needs-verification`, `scope-exceeded`. - `done`: success evidence is satisfied - `blocked`: required dependency, permission, or information is missing - `needs-verification`: implementation exists but evidence is insufficient - `scope-exceeded`: continuing would exceed the goal or non-goals ## Routing After framing: - Low-risk single-owner work continues through the normal fast path or TDD - Ambiguous product / architecture / contract work routes to `brainstorming` - Approved requirements route to `writing-plans` - Multi-step, compaction-prone, handoff, or subagent work routes to `long-task-continuation` - Bug diagnosis routes to `systematic-debugging` ### Route Matrix | Goal signal | Route | | --- | --- | | single-owner, low-risk, clear verification | fast path or `test-driven-development` | | bug, failure, regression, unexpected behavior | `systematic-debugging` | | ambiguous product, architecture, contract, cross-module behavior | `brainstorming` | | approved spec, stable requirements, implementation slicing | `writing-plans` | | multi-step, compaction-prone, handoff, subagent work | `long-task-continuation` | | completion, release, handoff, "is this done?" | `verification-before-completion` | Only create `docs/aegis/` records when the routed workflow needs persistent evidence. Goal framing alone does not create project files. ## Subagent Context Packet When delegating work, pass a compact packet instead of the full conversation: ```text SubagentContextPacket: - Task: - Goal: - Stop condition: - Relevant baseline refs: - Relevant files: - Known facts: - Unknowns: - Non-goals: - Expected output: - Verification expected: - Must-read excerpts: - Unsafe assumptions: ``` The packet reduces repeated file reading, but it does not replace evidence. Subagents should still read the smallest raw file/log/test excerpt needed to verify critical facts. Do not paste full chat transcripts, full session history, or unbounded logs into the packet. If a fact matters, include a file ref, line/window hint, or compact must-read excerpt. ## Drift Rule If the goal changes mid-task, do not silently overwrite it. Record old goal, new goal, changed scope, new risks, and route through `DriftCheckDraft` when a long-task record exists.
Excerpt, first 4,645 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit 177240a
git clone https://github.com/GanyuanRan/Aegis git -C Aegis checkout 177240a262fe
The author documents no install command, so this uses the repository directly. Our verdict covers commit 177240a262fe only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
177240a262fe
README badge
For maintainers · shows the latest audit
[](https://modelsatlas.com/skills/ganyuanran/goal-framing/)
The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.
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Questions about Goal Framing
What does the Goal Framing skill do?
Is Goal Framing safe to install?
What can Goal Framing access on my machine?
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Sources
- github.com/GanyuanRan/Aegis/tree/main/skills/goal-framing — the audited source at commit 177240a262fe and every finding aboveObserved · 18 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Goal Framing skill do?
- Is Goal Framing safe to install?
- What can Goal Framing access on my machine?