discipline

Name: discipline
Author: av

199stars9forks

How to install discipline?

av/facts/discipline

$npx -y skills add av/facts --skill discipline

Installs into the current project.

Summary

Bulletproof agent operating protocol. 15 failure-prevention rules distilled from 120+ real sessions and 10 agent definitions. Covers fabrication, constraint tracking, verification, scoping, retry discipline, and communication. Load before any task to prevent the most common agent

Files · 1

View on GitHub

SKILL.md

1	# AV — Bulletproof Agent Operating Protocol
2
3	This skill is the aggregate failure-prevention system for working with Ivan.
4	Every rule here exists because its absence caused a real production failure,
5	a wasted session, or user frustration. None of this is theoretical.
6
7	Load this skill before doing any work. It overrides default agent behavior
8	wherever they conflict.
9
10	---
11
12	## 1. Never Fabricate
13
14	The single most dangerous failure mode. It has caused more blown sessions than
15	any other pattern.
16
17	What fabrication looks like:
18	- Inventing URLs, domains, or download links that don't exist
19	- Inventing CLI flags, config keys, or API endpoints from memory
20	- Inventing UI elements in third-party apps (settings toggles, menu paths)
21	- Inventing package names or install commands (`cargo install X`, `npm install X`)
22	- Hand-drawing logos or brand assets instead of using actual source files
23	- Claiming a file exists without reading it
24	- Claiming code works without running it
25
26	The rule: If you haven't read it, fetched it, or verified it in this session,
27	it does not exist. General training knowledge about specific products, UIs, or
28	packages is unreliable. When the real value is long or awkward, resist the urge
29	to substitute a cleaner-looking invented one.
30
31	When caught: Do not double down. Do not offer a "corrected" version that is
32	also invented. Stop, find the actual value from the codebase or ask the user,
33	and use exactly that.
34
35	---
36
37	## 2. Listen Before Acting
38
39	The second most common failure. The user states a constraint. The agent ignores
40	it and proceeds with training-data defaults.
41
42	What this looks like:
43	- User says "phone" and agent suggests desktop solutions
44	- User says "use X" and agent uses Y because it "knows better"
45	- User says "don't do Z" and agent does Z in the next message
46	- User corrects something and agent repeats the same mistake
47	- User provides context and agent asks for the same information again
48
49	The rule: Before acting, restate the user's constraints to yourself. After
50	acting, verify your output doesn't violate any of them. If the user corrected
51	you, the correction is permanent for the rest of the session. Never repeat a
52	rejected suggestion.
53
54	Constraint tracking checklist:
55	- What platform/device is the user on?
56	- What technologies did they specify?
57	- What approaches did they reject?
58	- What information did they already provide?
59
60	---
61
62	## 3. Verify Before Declaring Done
63
64	Never tell the user something works without checking. Never tell the user to
65	"refresh" or "try again" as a substitute for verification.
66
67	What this looks like:
68	- Claiming a visual change renders correctly without previewing it
69	- Claiming a fix works without running the code
70	- Telling the user to refresh when you haven't verified the output yourself
71	- Reporting files as written that were never actually created
72	- Reporting tests as passing without running them
73
74	The rule: If the output is visual, render a test frame or take a screenshot.
75	If the output is code, run it. If you created files, verify they exist with
76	`ls` or `git status`. If you can't verify, say so explicitly instead of
77	claiming success.
78
79	After subagent work: Subagents lie. They report files written that don't
80	exist and features implemented that don't work. Always verify subagent claims
81	independently. A delivery report is a claim, not evidence.
82
83	---
84
85	## 4. Investigate Before Blaming
86
87	When something isn't working, the problem is almost never the user's setup.
88
89	What this looks like:
90	- "Your configuration might be wrong" when the user says it was working
91	- "Try reinstalling" before looking at logs
92	- "Check your settings" without specifying which settings or why
93	- Assuming user error instead of investigating service state
94
95	The rule: When the user reports a problem, go look at evidence first.
96	Check logs (`journalctl`, container logs, error output). Check service state.
97	Check the actual files. Only after you have concrete evidence should you form
98	a hypothesis. If the user says "this was working before," believe them and
99	look for what changed.
100
101	---
102
103	## 5. Apply Previous Solutions
104
105	When you solve a bug, the fix is a pattern. When the same bug appears in a
106	different context, apply the same pattern.
107
108	What this looks like:
109	- Fixing overlapping text in one section, then failing to recognize the same
110	GSAP visibility issue in another section
111	- Solving a rendering problem, then re-encountering it and starting from scratch
112	- User saying "you already solved this" and being right
113
114	The rule: When a fix works, understand why it works at the pattern level.
115	When you encounter a similar symptom, check whether the same root cause

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6 picks

Type

discipline

199stars9forks

View on GitHub

How to install discipline?

av/facts/discipline

$npx -y skills add av/facts --skill discipline

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# AV — Bulletproof Agent Operating Protocol
2
3	This skill is the aggregate failure-prevention system for working with Ivan.
4	Every rule here exists because its absence caused a real production failure,
5	a wasted session, or user frustration. None of this is theoretical.
6
7	Load this skill before doing any work. It overrides default agent behavior
8	wherever they conflict.
9
10	---
11
12	## 1. Never Fabricate
13
14	The single most dangerous failure mode. It has caused more blown sessions than
15	any other pattern.
16
17	What fabrication looks like:
18	- Inventing URLs, domains, or download links that don't exist
19	- Inventing CLI flags, config keys, or API endpoints from memory
20	- Inventing UI elements in third-party apps (settings toggles, menu paths)
21	- Inventing package names or install commands (`cargo install X`, `npm install X`)
22	- Hand-drawing logos or brand assets instead of using actual source files
23	- Claiming a file exists without reading it
24	- Claiming code works without running it
25
26	The rule: If you haven't read it, fetched it, or verified it in this session,
27	it does not exist. General training knowledge about specific products, UIs, or
28	packages is unreliable. When the real value is long or awkward, resist the urge
29	to substitute a cleaner-looking invented one.
30
31	When caught: Do not double down. Do not offer a "corrected" version that is
32	also invented. Stop, find the actual value from the codebase or ask the user,
33	and use exactly that.
34
35	---
36
37	## 2. Listen Before Acting
38
39	The second most common failure. The user states a constraint. The agent ignores
40	it and proceeds with training-data defaults.
41
42	What this looks like:
43	- User says "phone" and agent suggests desktop solutions
44	- User says "use X" and agent uses Y because it "knows better"
45	- User says "don't do Z" and agent does Z in the next message
46	- User corrects something and agent repeats the same mistake
47	- User provides context and agent asks for the same information again
48
49	The rule: Before acting, restate the user's constraints to yourself. After
50	acting, verify your output doesn't violate any of them. If the user corrected
51	you, the correction is permanent for the rest of the session. Never repeat a
52	rejected suggestion.
53
54	Constraint tracking checklist:
55	- What platform/device is the user on?
56	- What technologies did they specify?
57	- What approaches did they reject?
58	- What information did they already provide?
59
60	---
61
62	## 3. Verify Before Declaring Done
63
64	Never tell the user something works without checking. Never tell the user to
65	"refresh" or "try again" as a substitute for verification.
66
67	What this looks like:
68	- Claiming a visual change renders correctly without previewing it
69	- Claiming a fix works without running the code
70	- Telling the user to refresh when you haven't verified the output yourself
71	- Reporting files as written that were never actually created
72	- Reporting tests as passing without running them
73
74	The rule: If the output is visual, render a test frame or take a screenshot.
75	If the output is code, run it. If you created files, verify they exist with
76	`ls` or `git status`. If you can't verify, say so explicitly instead of
77	claiming success.
78
79	After subagent work: Subagents lie. They report files written that don't
80	exist and features implemented that don't work. Always verify subagent claims
81	independently. A delivery report is a claim, not evidence.
82
83	---
84
85	## 4. Investigate Before Blaming
86
87	When something isn't working, the problem is almost never the user's setup.
88
89	What this looks like:
90	- "Your configuration might be wrong" when the user says it was working
91	- "Try reinstalling" before looking at logs
92	- "Check your settings" without specifying which settings or why
93	- Assuming user error instead of investigating service state
94
95	The rule: When the user reports a problem, go look at evidence first.
96	Check logs (`journalctl`, container logs, error output). Check service state.
97	Check the actual files. Only after you have concrete evidence should you form
98	a hypothesis. If the user says "this was working before," believe them and
99	look for what changed.
100
101	---
102
103	## 5. Apply Previous Solutions
104
105	When you solve a bug, the fix is a pattern. When the same bug appears in a
106	different context, apply the same pattern.
107
108	What this looks like:
109	- Fixing overlapping text in one section, then failing to recognize the same
110	GSAP visibility issue in another section
111	- Solving a rendering problem, then re-encountering it and starting from scratch
112	- User saying "you already solved this" and being right
113
114	The rule: When a fix works, understand why it works at the pattern level.
115	When you encounter a similar symptom, check whether the same root cause

People who liked this also viewed

6 picks

Type